InDro Robotics launches powerful new Sentinel UGV

InDro Robotics launches powerful new Sentinel UGV

By Scott Simmie

 

InDro has taken the wraps off its latest innovation – the all-new Sentinel Uncrewed Ground Vehicle.

Sentinel has been built for inspection, remote teleoperation and surveillance over 5G and 4G networks. Its robust build has been designed to take demanding weather and ground conditions in stride, while capturing virtually any kind of data across a broad range of use-cases.

“That’s what really excites me about Sentinel,” says Head of R&D Sales Luke Corbeth. “It can be used across multiple verticals, ranging from remotely inspecting assets like electrical sub-stations, through to agriculture, mining and more. It’s a workhorse.”

We could list all the sensors and processors onboard (and we will), but it’s the synergy here that counts.

“Sentinel has been very purposely designed and integrated so that virtually anyone can carry out highly complex missions with ease,” explains InDro Vice President Peter King. “And with our InDro Autonomy stack onboard, Sentinel can carry out tasks completely on its own for up to four hours before returning to wirelessly recharge at its base.”

That workhorse is the result of a lot of R&D by our Area X.O engineering team – and also the logical step forward from our original Sentinel V1. That was our original design for remote teleoperated inspection.

But, as you likely know by now, at InDro the innovation never stops.

Below: The new InDro Sentinel, carrying out an autonomous mission

InDro Sentinel

INDRO COMMANDER: SMARt AND VERsAtile

 

What truly sets Sentinel apart from the competition is the synergy of two innovations we’re quite proud of: InDro Commander and InDro Controller. And while Sentinel takes full advantage of these products, they are both robot-agnostic.

InDro Commander is a module that houses Sentinel’s brain – and allows for the seamless integration and power management of other sensors. With multiple USB slots and ROS1 and ROS2 libraries onboard, it makes modifying Sentinel a pleasure rather than a pain. You can, quite simply, plug in a new sensor and it will be detected; no complex coding or wiring required.

“Having Commander on board allows clients to easily modify their robots with different sensors for different applications. This is particularly appealing to those in the R&D community,” says Engineering Lead Arron Griffiths.

Commander also connects with 5G at near-zero latency for remote teleoperations or monitoring dense data during autonomous missions.

“Whether it’s 4G, 5G or WiFi, it does it all,” he adds.

With two state-of-the-art EDGE processors onboard, Commander also has the compute power and AI to take on anything. For autonomy, we’ve integrated the NVIDIA Jetson AGX Orin – a powerful 64GB developer kit. It’s capable of AI calculations at the astounding speed of 275 trillion operations per second (TOPS). Our InDro Autonomy Stack is embedded in Commander for precision autonomous missions. We’ve also outfitted Sentinel with a Realtime Kinematic (RTK) sensor for centimetre-level positioning accuracy.

The other EDGE processor is the ZED Box, which contains an NVIDIA Orin NX (100 TOPS). This carries out multiple tasks, but is specially built to work with depth-perception ZED cameras. There are two of these cameras on board Sentinel, used for AI obstacle detection and avoidance.

Below: A LiDAR-equipped InDro Commander module

Teleoperated Robots

INDRO CONTROLLER AT THE HELM

 

InDro Controller is our custom-built dashboard, and it’s been designed to match perfectly with InDro Commander for an exceedingly powerful but user-friendly means of programming and monitoring missions, robot health, sensor data and more. Operators can easily customize to get precisely the layout they want.

“The dashboard, the cameras, the heads-up display on the autonomous missions – those all can be customised,” says Front End Developer RJ Bundy. “We’re also adding other personal user customisations, like a light and dark mode, metric conversion, schedule missions – all the kinds of features you could want.”

The software resides in Commander and is accessed remotely via an encrypted login system. No one will ever see your missions and data except you – and those you grant the same secure access. (Yes, multiple users can simultaneously monitor a remote operation from locations across the country or across the globe.)

“We’ve created an interface that makes it very hard for a third party to intercept any of those commands or the data coming from the robot to you,” says Bundy.

And while it’s a perfect fit with Sentinel, InDro Controller can be used with any robot.

“It’s an all-in-one data visualization, robot management and robot control software,” he adds. “Whether you’re a student first learning how to use a robot or you’re a commercial giant, you’d be able to manage and maintain all of your robots.”

He’s not kidding. You can intuitively control Sentinel – or any other robot – using an Xbox controller. We’ve done demonstrations more than 4,000 km away from Area X.O where we’ve simply put a controller in someone’s hands. With imperceptible lag, they’re able to operate the robot. (Plus, you can customise the buttons for specific sensor features like pan, tilt, zoom, etc.)

Autonomous missions – including complex actions like stopping at a precise location, tilting a camera to a gauge and then zooming in and capturing the readout – are easily plotted using Controller. Once your mission has been set with multiple waypoints and actions, it’s a single click to repeat it. (And, of course, you can save as many different missions as required.)

The InDro Autonomy stacks are pre-loaded, meaning location doesn’t really matter.

“We have a GPS-based autonomy – which is better for outdoors – and then we have a SLAM- (Simultaneous Localisation and Mapping) based autonomy which is ideal for indoors,” says Head of R&D Sales Corbeth.

There are actually two versions of InDro Controller available; a simpler version is still full-featured but does not ship with InDro Autonomy, meaning it’s ideal for those in the R&D space who want to test their own autonomy software. Several academic institutions have already been using this version, and feedback has been excellent.

And the best news? Both versions will only become even more sophisticated over time.

“We’re heavily invested in continuously improving the software,” says Corbeth. “So regardless of which version you’re shipped, know that this is something that InDro Robotics is constantly developing and improving with client feedback in mind to ultimately provide the best mission planning, teleoperations and development software tool in the robotics industry.”

Below: A screenshot from InDro Controller, showing the path of an autonomous mission; the second image shows realtime data flowing through its customizable dashboard

Robot Teleoperation
Teleoperations with Robots

LONG DURATION, REPEATABLE MISSIONS

It’s already clear Sentinel has the brains. But it also has the brawn to match. Whether the task is inspection, surveillance or other forms of data acquisition, Sentinel has been designed from the ground up to consistently deliver. Featuring a 1500-watt dual drive system and tracks for locomotion, it’s ready for any terrain – from industrial environments through to farm fields and even snow and ice.

With a 120kg load capacity and 30° climbing angle, Sentinel can power its way over pretty much anything. We’ve even designed and manufactured custom metal guards to prevent stones from getting their way between the drive gears and the treads – a common issue with tracked vehicles.

That strength is supplemented by a comprehensive array of sensors for obstacle detection, Simultaneous Localisation and Mapping (SLAM), high-resolution photos and video – and more.

 

ZOOM, ZOOM, ZOOM

For starters, there’s a 30x optical Point-Tilt-Zoom camera that can be manually operated via the InDro Controller UI. Every time the pilot stops and captures data, all of that information – robot position, camera angle, zoom settings etc. are stored as a Point of Interest. All of those POIs from that initial manual mission are saved, meaning the next time Sentinel is deployed the operator can simply recall the mission and launch Sentinel for an autonomous run.

In fact, we recently did a demo of Sentinel for a government official. We had previously captured photos of five different objects on a path at Area X.O and had saved that mission. During the demo, the robot deployed and autonomously stopped at all five locations, replicating the original shots. This is the kind of feature that’s exceedingly helpful for spotting anomalies, change detection, etc. Of course, the built-in AI can also identify people, cars, trucks, etc. (In fact, we could set Sentinel to trigger an alert if a human is spotted somewhere they’re not supposed to be, a useful feature for both safety and security applications.)

For the operator, whether they’re manually piloting or simply monitoring an autonomous mission, four pinhole cameras provide a 360° view of surroundings for situational awareness. Two ZED 3D depth cameras (one at the front, one at the rear) are on the constant lookout for obstacles. As an additional layer of safety, engineers added two 2D safety-rated LiDAR sensors specifically for detecting people or other objects that might unexpectedly move into Sentinel’s path. If that happens, the robot will automatically stop, then seek an alternate path around the person or object. (It can also be set to simply go to a dead stop.)

Sentinel is also outfitted with two powerful Robosense 3D LiDAR units, enabling it to operate in GPS-denied environments, capture precision scans – and basically understand even a completely unfamiliar environment. Robosense has become our LiDAR of choice, for the reasons outlined in this recent post.

Below: InDro recently built and shipped this fleet for swarm robotics research; all are equipped with Robosense LiDAR units

Robosense LiDAR Swarm

WIRELESS SELF-CHARGING

 

Using Sentinel for remote ops? Many of our clients will be. And there’s not much point in deploying a robot at a remote location if someone has to go and plug it in to charge or run diagnostics.

Sentinel returns autonomously to its home base, where a wireless charger awaits. The robot understands where it needs to position itself for optimal charging, snugging up close to (but not touching) the induction charging system. Many remotely operated robots rely on making a mechanical connection with charging equipment, which introduces wear-and-tear and additional points of failure.

“Mechanical charging systems fail a lot, and we wanted to avoid that,” explains InDro VP Peter King.

InDro Controller also carries out diagnostics remotely, reporting back on parameters such as latency, battery strength, sensor connection and other indicators of overall robot health. The operator can literally be hundreds (or even thousands) of kilometres from the robot and see its condition with a quick glance at the UI.

“Sentinel can be customised for any client directly by us,” says Engineering Lead Arron Griffiths. “But having Commander on board allows clients to easily modify their robots with different sensors for different applications. This is particularly appealing to those in the R&D community.”

Below: On the shoulders of giants – the original Sentinel V 1.0. InDro has incorporated new AI compute power, sensors and other learnings to take a massive leap forward

Sentinel Inspection Robot

INDRO’S TAKE

 

The new Sentinel is more powerful, and more suitable to broader use-cases, than our first version of this robot. Don’t get us wrong; the original Sentinel was (and still is) a great machine. But this version is equipped with more powerful EDGE processing, and AI with greater capabilities. It’s also laden with additional and newer sensors, RTK positioning, and a more powerful base platform.

“The new Sentinel is a perfect fusion of industry-leading hardware and software – including InDro Commander, and the new InDro Controller and InDro Autonomy stacks,” says Indro Robotics Founder and CEO Philip Reece. “Our engineering team has put a lot of thought into making this robot capable of highly complex missions – yet easy to use and modify. Sentinel will be a perfect fit for multiple verticals and use-cases, and we look forward to our first deployments.”

Want to learn more about Sentinel – or even arrange to take it for a remote test drive? You can contact Head of R&D Sales Luke Corbeth here.

From napkin sketch to prototype reality: InDro Forge does it all

From napkin sketch to prototype reality: InDro Forge does it all

By Scott Simmie

 

What’s in a name? Let’s take a look at InDro Forge – our custom fabrication and prototyping facility operated by InDro Robotics in collaboration with Invest Ottawa.

The “InDro” part obviously comes from InDro Robotics. But what about that second word?

One of the most common definitions of “forge” is to “produce a fraudulent copy or imitation.” Think currency, signatures, or maybe a work of art. We don’t do that.

Another is to “make or shape (a metal object) by heating it in a fire or furnace and hammering it.” While we don’t have a blast furnace, we do like the imagery here – of taking raw materials and producing useful and functional end products. It’s also easy to picture our engineers and technicians as high-tech blacksmiths, using state-of-the-art tools to achieve similar transformations.

And that also meshes nicely with  the third definition: To “create something strong, enduring or successful.” At InDro Forge, we do both. We also forge solid relationships with clients during the production journey. Whether it’s a single part, a fully functioning prototype or even a limited production run, the Forge team does it all.

“InDro Forge – as a whole – is an integration facility for robotics and other client projects where those clients don’t have in-house manufacturing capabilities or expertise,” explains Joel Koscielski, Lead Manufacturing Engineer. InDro Forge has a wide range of high-end tools at its disposal, and the expertise to take something from a concept in someone’s head to a fully functional product in their hands.

“So if they know what they need at a high level, but don’t necessarily know what material to make it out of, or what the right process is, or how to design for those processes to reduce cost – we can provide that expertise to support their prototyping journey, whether that be in robotics or in any other field.”

In other words, InDro Forge turns ideas into reality.

Below: Production Engineer Stephan Tzolov operates the facility’s OMAX water jet table, which can slice through metal and other materials using a focussed, high-pressure slurry. Photo by Scott Simmie

PLUS AND MINUS

 

When it comes down to basics, there are really two ways to build something. You can do so by adding things together, or taking things away. Someone building a shed takes wood, adds more wood, adds windows and a roof and a door (and, presumably, a floor unless they’re on a really tight budget). That’s a backyard version of additive manufacturing (AM).

On the oppositve end, a sculptor takes a cube of marble and removes the excess material to reveal the inner vision. That’s subtractive manufacturing (SM). The water jet table in the image above is a subtractive tool.

InDro Forge has wide array of AM and SM tools at its disposal, including CNC machines, industrial 3D printers, lasers and more. Many of the projects we work on involve both of those techniques before we integrate the various parts (including electronics and software) to arrive at the final prototype or product.

“We even do things like casting, where we’re taking a mold we’ve created of what the client wants and pouring in a liquid so that either cures as it cools or is cured by ultraviolet light or whatever other kind of process is required,” says Koscielski.

Tools at InDro Forge includes SLS – or Selective Laser Sintering. This is a specialized type of 3D printing particularly suited to parts with complex geometries. Starting with a heap of powder (and there are many types of powders to choose from – including plastics, composites, metal, glass and ceramics), and a laser precisely fuses (sinters) those tiny particles into a solid.

TOOLS, TIMELINES

 

With such a wide variety of tools available – and the expertise to operate them – Forge has become the one-stop shop for many clients. As Koscielski mentioned, very few companies have these kinds of AM and SM tools in-house. That’s why companies like InDro Forge exist.

One of the differentiators of InDro Forge is its agility. On Friday, August 2 – right before the long weekend – a robotics client called up. They were in a bit of a panic; they had a demo coming up the following week. They needed custom parts printed in a hurry.

“They needed a bunch of parts and didn’t have a printer capable of handling them. They said: ‘Hey, we’re in a bind, we need some help,'” recalls Koscielski. “They asked if we have printers available and if there was any possible way we could spin these up in a couple of days.”

Sound impossible? Not to the InDro Forge team.

“We burned through the weekend and got them what they needed so we could support them as a fellow member of the robotics community. The order came in Friday; the parts were ready to ship on Tuesday.”

Below: Mechatronic engineer Matthieu Tanguay programs InDro Forge’s CNC machine. Photo by Scott Simmie

 

MAJOR PROJECTS

 

While the example just cited illustrates our ability to take on smaller, urgent projects with a tight timeline, InDro Forge also executes much larger projects. Much, much larger.

In fact, we’re nearing completion of an entire delivery robot for client Real Life Robotics. The Ontario company specializes in zero-carbon cargo and last mile delivery. Earlier this year, RLR was one of eight Canadian startups selected by the Canadian Food Innovation Network to receive funding through its FoodTech Next program. FoodTech Next offers funding for early-stage Canadian technology firms who seek to be part of – or sell to – the wider food industry. With this funding, RLR will be putting its delivery robot through real-world testing and validating ROI for the Canadian food sector.

One of its core delivery robots is named BUBS. It has been demonstrated across the country, using wireless teleoperation and autonomy to show off its delivery capabilities. But the time had come to upgrade to a sleeker and smarter robot, with a plethora of new features and capabilities. InDro Robotics is RLR’s contract manufacturer, so the company came to InDro Forge to build the next-gen BUBS from the ground up.

“RLR is growing lightning fast and our solution is a customizable platform to fit our client’s exact last-mile delivery needs,” says RLR Founder and CEO Cameron Waite.

“This client had some pretty unique sizing and design requirements – and knowing that the fabricators at Forge have the same depth of engineering experience as our own team builds the trust you need to move fast and meet budgets for a project like this….. The fact they are also a Canadian tech startup and not far away is a bonus,” he adds.

We don’t want to steal their thunder, but this is one of those “everything” projects. InDro Forge worked in tandem with the engineering team from RLR to build, assemble and test the entire robot – on time, on spec and on budget. It incorporates multiple advancements from the first iteration.

“We’ve built a full skeleton electronic system based on RLR’s designs and a suite of sensors to be able to do the autonomy, as well as an exterior shell that allows them to do remote, last-mile delivery,” says Koscielski.

And BUBS 2.0 will have much more on board than its predecessor.

“This next version of BUBS takes much of the learnings from the last year and brings them to reality. We’ve done countless customer demos and interviews to learn and iterate as a result,” says Waite. “BUBS has a number of new features that our engineering team is really proud of – and we look forward to sharing those soon.”

The skeletal structure for BUBS is all aluminum, and was cut using the water jet table. Those parts were then welded and powder-coated. Smaller brackets used to affix electronics (and this machine has a lot of electronics) were produced by the Prusa MK3.5 3D printers (Forge has three of them).

Like all 3D printers, the Prusa has limitations to the dimensions of the objects it can produce. It can manufacture very strong, high-resolution parts using a number of different plastics and composites, but it can’t print anything huge. Because BUBS is a large robot, it needed some very large parts for its outer shell. Forge had the solution.

 

BIGREP ONE

 

 

BigRep is a German company, known for its award-winning industrial 3D printers. The BigRep ONE is capable of printing objects up to one cubic metre. It is one of the key tools at InDro Forge for large-scale projects like BUBS. The machine is compatible with eight different types of printing material, depending on the application requirements. (One of those materials is water-soluable and perfect for support structures – those lattice-like bits that help support the complex main structures as they’re being printed. When complete, water turns that plastic into something with the consistency of thick syrup and it can be easily removed by hand.)

Because the side panels of BUBS are large, BigRep ONE was the perfect solution.

“We used the BigRep to print the side panels in two pieces and glued them together to make those large parts – and in a fraction of the time that it would take using any of the other methods,” says Koscielski. “In doing the two sides we went through just over 13 kilos of material over the span of about six days.”

For Real Life Robotics, the capabilities and machines at InDro Forge were a perfect fit.

“InDro Forge accelerates my ability to take our designs and get my product to market; we’d have to spin up an entire manufacturing department to do these things,” says Waite. “The team at Forge is professional and exceptionally talented. They’ve been able to take our vision and designs and turn them into reality.”

There’s a lot we could say about the capabilities of BigRep ONE – including the fact there are but 350 worldwide and only a handful in Ontario. But we’ll let the company give you a more complete picture with this video:

INDRO’S TAKE

 

September will mark the first anniversary since what was formerly known as the Bayview Yards Prototyping Lab became InDro Forge. A lot has happened since then, including additional staff with engineering and design expertise, the hiring of a sales and client relations specialist, and – in February – a new strategic roadmap for the future.

“In addition to prototypes, we are now equipped to take on clients with projects at any point along the Technology Level Readiness (TLR) scale,” says InDro Robotics Founder and CEO Philip Reece. “There are some very good prototyping labs in Ontario. But what elevates our value proposition is that InDro Forge, when required, has the full engineering support of the InDro Robotics team at Area X.O. That’s a winning combination, and we have proven that with increasingly complex projects over the past year.”

So whether you’ve got an idea floating around in the back of your head – or fully formed specs for a new robot or other technology – InDro Forge is ready.

Are you? Get in touch with Account Executive Callum Cameron here.

 

 

InDro deploys drones, ground robots in Kelowna precision agriculture project

InDro deploys drones, ground robots in Kelowna precision agriculture project

By Scott Simmie

There’s a buzz around Kelowna these days.

Well, actually, there are two kinds of buzz. The first is the occasional faint sound of a small but smart drone, carrying out flights every two weeks over two separate orchards. These orchards grow peaches, pears, cherries and more.

And the other buzz? Well, that’s the discussion this special two-year project – a collaboration between InDro Robotics and the City of Kelowna (enabled with funding from Agriculture and Agri-Food Canada’s Agriculture Clean Technology Program) – is generating among farmers in the region.

“Technology is always getting bigger and better,” says Riley Johnson, a manager at Byrnes Farms – one of the two locations where the project is being carried out. Johnson is an experienced farmer, and the land has been in the hands of his wife’s family for five generations. He knows the land and crops well, but is curious to see what additional data can be gathered.

“Anything in agriculture, the more information you get, you’re not going to be worse off. Especially for new farmers coming into the industry, any new kind of information can help out ten-fold – particularly if you’re on new land. Any information outside of the Old Farmer’s Almanac is always appreciated.”

What InDro is doing, to the best of our knowledge, is a type of precision agriculture that hasn’t been carried out before. It combines data acquisition from both drones and ground robots to ensure the most robust and reliable data possible.

This data is then used to assess overall vegetation health. Are there indications of pests in certain areas? Are any plants indicating low levels of chlorophyl? Does it look like that patch needs some pesticide – or maybe additional watering?

These are important questions for farmers whose livelihoods depend on maximizing the yield and health of their crops.

And this project? It’s all about finding the answers – and implementing solutions. Those solutions will include precision spraying of nutrients or other compounds in the precise location where they are required. The end result should be maximum yields with minimal – or no – areas of unhealthy crops.

Below: Healthy pears growing at Byrnes Farm. Photo courtesy Riley Johnson

Healthy pears in Kelowna. Photo courtesy Riley Johnson

AN INTRODUCTION

 

Before we get into all the details, it’s worth introducing you to Dr. Eric Saczuk (assuming you haven’t already met). He’s our Chief of Flight Operations – and comes with some serious chops.

Eric holds a PhD in Remote Sensing. He’s been assessing vegetation health (among many other things) using satellite data since the early days – long before drones came on the scene. But when drones did come on the scene, he quickly recognized their potential for the acquisition and interpretation of multiple kinds of data. He has flown missions all over the world on behalf of InDro, all involving complex data and analysis.

But that’s not all. He’s been an instructor at the British Columbia Institute of Technology since 2003 and has been the director of the institute’s RPAS Hub since 2016. He’s divided his time between BCIT and InDro since 2018 and is our go-to for highly complex operations. He’s also carried out multiple missions to acquire data for projects undertaken by Canada’s National Research Council – including this fascinating research on urban wind tunnels. There’s likely not a more qualified person in the country when it comes to drones and data.

Below: Dr. Eric Saczuk on an InDro mission. Image by Scott Simmie

SkyScout Ai Eric Saczuk

THE PROJECT

 

Okay. You’ve most likely heard of precision agriculture by now. When it comes to drones, most of us picture something like this: A drone with a multispectral camera flies over a field of wheat or some other crop. That multispectral camera captures spectrums of light both visible and invisible to the human eye. When that data is crunched, it provides a detailed picture of crop health (we’ll explore more of this shortly).

In collaboration with the City of Kelowna and local farmers, we’ve been flying a mission every two weeks over two separate fruit orchards. We use a drone with a special type of camera. It has five lenses. One of those lenses simply captures RGB (or simply, colour) images. But the other four have filters that are tuned to pick up light only within specific spectrums that can be collectively analyzed to indicate the health of vegetation.

“So in addition to the RGB camera, you’d have one camera capturing just red reflected light, one capturing just green reflected light using filters, and then the other two are what we call red edge and near-infrared,” says Dr. Saczuk.

Red edge is particularly useful in the early detection of disease or stress in plants – as it is highly reflected by healthy chlorophyl. But the real magic happens when you take the data captured in these different light wavelengths of light and run some calculations on them. That’s what gives you the bigger picture.

“Think of each of these images as a number. Capturing these multiple spectral bands allows you to combine them using complex equations in a type of calculator to give you various indicators of vegetation health,” he says.

That data can answer a lot of questions.

“Is it healthy? Is it not healthy? Is it being productive? Is there chlorophyll? If so, how active is it?” he says.

“These are the kinds of questions we can answer when we do what we call ‘multispectral band combinations.’ And it gives us a really clear picture that cannot be detected by the human eye.”

A CLOSER LOOK

 

We’re going to take a look at an image in a moment.

Before we get there, though, it’s worth exploring something Eric said earlier. He mentioned complex math. He’s right. The math happens at the individual pixel level between each of the input bands and there are millions of pixels per band. The most common calculation is used to produce a result called NDVI (not be be confused with NVIDIA, the producer of AI chipsets). The acronym stands for Normalized Difference Vegetation Index. And once the math is done, it gives you an accurate picture of vegetation health.

NDVI is calculated by using near infrared (NIR) and red bands (you’ll see the formula below).

The resulting pixel number in an NDVI image, will always be between -1 and +1. The higher the number, the better the health. If the number is low, it means there’s something worth looking at. The NDVI provides a detailed look at crop health and while it is regarded as the gold standard, there are also other calculations that can drill down to more specific indicators of vegetation health.

Below: Healthy vegetation absorbs most of the visible light that hits it, reflecting a large portion of the near-infrared spectrum. Unhealthy or sparse vegetation (right) reflects more visible light and less near-infrared light. When you do the math, it yields a lower NDVI number. (Public domain image by Robert Simmon.)

The second image is the equation used to calculate NDVI (which explains what those numbers are at the bottom of the first image).

NDVI
NDVI

FROM DATA TO DECISIONS

 

Using the equation above (as well as other formulas), Dr. Saczuk turns all of that data into something both meaningful and actionable. By looking at the data – and calculating not just NDVI but other indexes, images are generated that provide an at-a-glance look at crop health.

Traditionally, this has been a hugely time-consuming task involving multiple steps (and plenty of processing) on a laptop. Now, new tools are available that streamline the process. Dr. Saczuk is using a cloud-based solution specifically for precision agriculture.

“It really makes the whole process very efficient – because not only does it do the photogrammetry on the images, stitches them into these orthomosaics, but it also gives you the tools with which to analyse them. This would typically be a multi-step process, but this software makes it a one-stop shop, which is really nice.”

That’s without even getting into some of the AI capabilities of the software. It can, for example, count all the trees in a given orchard – and even give you the elevation of a specific tree.

Below: An NDVI image of one of the farms in the Kelowna project.

Solvi Kelowna NDVI

NOW WHAT?

 

At this phase of the project, InDro is gathering data by drone alone. But as it progresses, two more things will happen: We will introduce ground robots and precision spraying.

The plan is that a ground robot will initially be fitted with the same kind of multispectral sensor used by the drone. Autonomous missions will be plotted and the robot will capture a series of images from the ground as it drives through the orchard. That data will be crunched and compared with the results captured from the air.

“This is a way of doing ground-based validation of what we’re seeing from the air, from the aerial images of the drones,” says Dr. Saczuk.

Once that validation is complete and if problem areas are detected, the next phase would involve precision spraying – which could be carried out by an AGRAS agricultural drone – or even potentially by ground robot. Because all of the data is georeferenced, that means the fertilizer (or possibly pesticide or herbicide, depending on the issue) can be precisely applied to only the required locations. That, of course, is where the term Precision Agriculture comes from.

VICE-VERSA

 

This project is data-driven, with aerial and ground acquisition. But at the outset, shortly after our initial flight in April of 2024, farmer Riley Johnson noticed that a couple of trees weren’t doing well. It wasn’t clear what was causing this failure to thrive, but he didn’t want to take any chances that a potential disease might spread further in the orchard. So those trees were taken down.

In this case, because the issue was spotted early and the location was known, Dr. Saczuk is quite interested in doing some deep drilling into the data at that spot. In fact, that’s the very issue he has recently been exploring.

“So we’ve got that data, that information that’s saying, ‘Hey, these trees were actually not doing well.’ And then the next question is: Can we see anything in the multi-spectral images that would indicate that these trees are somehow spectrally or reflecting light differently than the ones that are healthy?”

This is something that is also of particular interest to Johnson. Will the data reflect what years of experience indicated was a problem to his naked eye?

“As the season progresses, it will be really interesting to see what InDro comes up with,” he says. “But I can definitely see the value of this for someone just getting into farming, or for farms up the hills with new plantings, new growth. This could be very useful.”

Below: Another image of a Kelowna orchard from this project, showing elevation

Solvi Kelowna Elevation

INDRO’S TAKE

 

We’ve been involved with precision agriculture projects in the past. In fact, we pioneered a “drone-in-a-box‘ solution, where we’ve shipped a drone to farmers. We talk them through the process of being a visual observer, then instruct them on how to power up the drone. InDro then carries out the flight remotely, using 4G or 5G – while in constant contact with the observer. When it’s done, the farmer puts the drone in the box and sends it back. InDro carries out the data analysis and quickly sends an easy-to-understand report indicating what areas require attention – and what kind of attention they require.

But this project is very different, and exciting for multiple reasons.

“The bi-weekly flights by drone will provide a huge amount of timely data, enabling us to detect any potential problems at an early stage,” says InDro Robotics Founder and CEO Philip Reece. “But by adding robots to validate from the ground, we’ll have a more robust dataset that can be used to truly pinpoint areas of concern and which may require precision spraying. We are going to learn a lot with this project – and believe our findings will be of great benefit to farmers down the road.”

A final note. When Dr. Saczuk isn’t carrying out these flights, they’re being flown by a new addition to the InDro team, Jon Chubb. He’s already had interest from other farmers in the Okanogan who are eager to maximize their own yields and have an early detection system for any trouble spots. If you’re in that neck of the woods and would like to arrange a demo, you can contact Jon here.

Sales and support: The InDro Experience

Sales and support: The InDro Experience

By Scott Simmie

 

We’ve all had them. Some unfamiliar number shows up on your phone, and the next thing you know someone is trying to pitch duct cleaning, a new cellular plan, or something else you likely don’t want or need.

You’ll never receive a call like that from us. For one thing, we don’t do duct cleaning (though we could probably build a robot capable of that). But there’s a bigger, more important reason. We cater – above all – to building a relationship with and satisfying the needs of the client. That’s both before we agree on a sale, and for long after the product is delivered.

While InDro is known for such ground-breaking stand-alone products as InDro Commander, the new InDro Cortex and InDro Controller, along with other platforms that enable researchers and R&D companies to build their own robots and drones with greater efficiency and simplicity, the bulk of our sales are custom products.

That means designing and building a robot or other device based on the specific needs and use-cases of the customer. Sometimes it’s a single, one-off design. But it could also be, as we recently reported, an entire fleet of custom robots for swarm research.

Regardless of the product or platform, the process nearly always begins with the first of many conversations with Luke Corbeth, our Head of R&D sales.

Below: Luke at a recent conference

Luke Corbeth

CORBY CAR CLEANERS

 

The story, or part of it, begins with a company called Corby Car Cleaners. “Corby” was Luke’s nickname in high school. An entrepreneur at heart, the prospect of working a traditional job didn’t appeal much. Corbeth wanted to learn about running his own business and was looking for the satisfaction that comes with building something from scratch. So he opened an on-demand car detailing business, where he’d show up at the client’s home and perform the service. How many people do you know that had the drive to start their own company in high school? (I can think of only one other; a friend who installed car stereos. I ran into him, decades later, at a CES show. His company was by then installing high-end systems – $100k+ – into cars owned by pro athletes, actors etc.)

“That was my way of building a basic business – doing sales and then actually executing the business,” he recalls.

With that – and high school – under his belt, Corbeth went to McGill University. Specifically, the prestigious Desautels Faculty of Management for a degree in Management. Corbeth had already shown a real knack for finance, which was part of the course. But he had the option of choosing specialisations. He was tremendously interested in technology – learning about AI, startups, the growing impact of other forms of tech – so he selected Digital Innovation as one of his tracks. But there was still another specialty he could select.

“I had something I was interested in (Digital Innovation), something I was good at (Finance) and something I felt I was missing,” he says. And that third piece of the puzzle?

“I didn’t understand the way operations are conducted. So I felt Operations Management was the missing piece; data science and understanding the optimal way to carry out operations. So that became the third piece of my arsenal.”

 

FROM CAR CLEANING TO WALL STREET

 

With his degree fresh in hand in 2019, Corbeth quickly landed two impressive jobs straight out of the gate. He did equity research at a hedge fund in New York, working to identify investment opportunities that the company referred to as having “material dislocation from fair value.” In other words, assets and stock that were undervalued. He also worked at a private real estate investment firm – which only had a single product to sell. He didn’t like that one much.

“When you have only one offering as a sales professional, it occasionally it feels like you’re trying to put a triangle into a circular hole – like you’re trying to force something upon someone.”

That wasn’t a fit for Corbeth. He was still drawn to technology; felt that was the future. Plus, something A McGill professor once said still resonated with him. It was along the lines of: ‘All the best investments in life, you need to be contrarian and right.’

“I was like, ‘Wow, that’s a very profound thought.’ Another way to think of that is: ‘You have to believe in a future that people don’t yet believe in, but will one day also believe in.’ And that’s what really attracted me to robotics,” he says.

“Sci-fi would suggest that it’s the future, but not everyone sees a future where robots are assistants to humans – carrying out useful and valuable tasks and doing the jobs we don’t want our kids to do. But I believe in that future, and I think people are going to want that future. And you know what? It’s becoming increasingly true.”

And then came the perfect fit: An opening for a sales professional at InDro Robotics in 2021.

“I was very excited at the prospect of joining the very field I was most interested in,” he says.

Below: Head of R&D Sales Luke Corbeth doing a public demo at the opening of Area X.O’s DARTT – the Drone and Advanced Robot Training and Testing facility 

 

 

THE INDRO EXPERIENCE

 

With this background, Corbeth had the perfect skill set – and passion – to take on sales with InDro Robotics. His keen interest in technology led him to quickly absorb everything possible when it came to sensors, compute capabilities, autonomy and more. But it was the chance to tailor something very specifically suited to the needs of a customer that truly appealed. He would never again be in a position of trying to put a triangle into a circular hole.

“What’s very unique about InDro Robotics is that because we take such a modular approach and we have so many partners and ways to bring solutions together, It feels like I always have the right shape to put in each hole – regardless of what shape it is.”

As mentioned, InDro most often builds completely custom robots for its clients. Corbeth is truly passionate about working with clients to fully understand their needs before even beginning to explore what options might be developed for them.

“The way I think about my job is this: People present a problem that they envision a solution for that requires uncrewed systems of some kind, whether that’s robots or drones. And I take it upon myself to thoroughly understand that problem and recommend all of the best available hardware and software at our disposal to solve that problem,” he says.

With rare exceptions, this isn’t just a simple phone call. Nor is it a process of simply ticking boxes for sensors, compute, platform etc. For Corbeth (and InDro), it’s the beginning of a relationship where together we explore every conceivable option to ensure that the client’s needs are met and their problem is solved. It generally starts with Corbeth sending a resource package to potential clients prior to any deeper conversation, so that they can fully understand InDro’s offerings, expertise, platforms, etc.

“The whole idea there is: Let’s identify the problem – and let’s identify the desired future. And since they’ve done their homework, ideally with the resources I’ve sent, then we can really dive into exactly what InDro Robotics can do specifically to get them there.”

This is a key part of the process.

“So the initial part of the conversation is always trying to understand the client’s desired future: What is it they’re actually trying to accomplish? And often times, just by talking it out with the client, I make discoveries about what they’re trying to do. They even make discoveries about what they’re trying to do. That’s always the first part: Thoroughly identifying the problem and what the ideal future should be.”

In some cases, for example, clients have come in looking for a wheeled platform, perhaps because they’ve seen a similar robot with wheels. But after further exploration of the use-case and terrain, they might together discover that a quadruped or tracked platform might be more suitable.

“If a client doesn’t know the existence of something, then it’s impossible for them to know that’s actually what they need,” he explains. “So part of my job is informing them of what is available, what is trending, what has been successful. It’s all about clarifying that problem and that vision for the future – and then seeing if we have something in the arsenal that can help get them there quickly.”

Below: Luke being interviewed at Area X.O’s DARTT

FROM PROBLEM TO SOLUTION

 

So then what happens?

Well, the second phase is seeing if there’s a fit. Can we provide what the client is seeking? Usually, of course, the answer is yes.

“With all that is available to us, can we offer something that meets their budget, meets their timeline, meets all of the project requirements so that we can help them achieve this future they’re seeking?”

This is something we really want to nail down.

“Sometimes in sales, companies will say: ‘Yes, my solution can solve every problem’ – and that’s not always the case. So if it makes sense to refer them to an adjacent providers outside our immediate circle, I’ll do that. But we’re in a fortunate position where we can solve a lot of problems – so that doesn’t happen very often.”

Once the client’s needs are fully understood, Corbeth works closely with them to drill down to the specifics: What type of LiDAR and other sensors best suit the application? How much compute power is needed? What platform and locomotion is best suited to the use-case? Is an autonomy stack required? The list, of course, goes on. And InDro has multiple options in every category to ensure the end product is the right one.

 

NEXT STEPS

 

We live, unfortunately, in a world where there’s a lot of hype – particularly when it comes to technology. There’s no shortage of vapourware, renders for products that don’t yet exist, and other techniques to draw clients into a sales funnel. At InDro, we take great pride in the fact our products are real and do exactly what we state.

“We’ve built custom products for everyone from small colleges and research teams right up to the largest technology companies in the world,” says Corbeth.

It’s one thing to say that; it’s quite another to prove it. And so Corbeth frequently arranges for an in-person or remote demonstration, where clients can control an existing robot or drone and take it for a test drive. They can experience the near-zero latency with remote ops, see the intuitiveness of the control system, and view all sensors, robot health (and much more) through the secure InDro Controller dashboard.

“We get them time on the sticks – ideally in person, but very often over Teams – and let them control a robot on our site. They can see how we plan missions, how we execute missions, and just how user-friendly and effective this technology is.”

That demo – controlling and seeing InDro products in action – generally seals the deal.

“Usually we move from there to quotes and service agreements and then, ultimately, a purchase order.”

Below: Luke engages with an attendee at the big IROS conference in Detroit in fall, 2023

FULFILLMENT AND SUPPORT

 

Even with the PO signed, the job isn’t done. Prior to starting the build, there’s generally a review call with the client along with engineering staff on the call. We want to ensure we have everything right, and understand every single facet of what the client is expecting.

“It’s a way of ensuring that what we end up delivering ultimately meets every expectation – because the worst thing you can do is send something out the door that doesn’t meet expectations. So we do that, and then we execute,” he says.

With the build complete, the product is shipped. Then there’s another call once it arrives. That ‘kickoff’ call points the client to the vast array of resources and continuously updated documentation InDro provides, as well as answering any initial questions the client might have. The whole concept here is to flatten the learning curve and ensure the client can get up and running with their robot or drone as quickly as possible. That support continues with any issues or questions that might arise after the client becomes familiar with their robot or drone or other device. At InDro, we are just as concerned with ensuring the client is satisfied and able to fully exploit their new product as we were with the original sale.

“We really value the client’s experience and the client’s feedback. In some ways, we create a feedback loop. And that feedback loop is what has enabled us to improve and evolve our products and our documentation at such a fast rate.”

 

KNOWLEDGE BASE

 

Luke Corbeth is frequently our lead person at robotics conferences and academic gatherings. He’s the guy PhD engineers will often engage with on InDro products and solutions. And the funny thing here? Luke’s comprehensive understanding of the technologies involved frequently lead people to assume he’s an engineer. In fact, that happened just this week at a University of Toronto event.

“That was like the penultimate compliment,” he says. “Despite having no formal education in engineering, I understand every part of our solution in enough detail that I can knowledgeably discuss hardware and solutions with some of the best professors in the world. Granted, I can’t build an autonomy algorithm. But I know what the robot needs to enable that.”

Of course, Luke would not have been able to reach that knowledge level without working closely with InDro’s talented engineering team at Area X.O. Whenever he’s had a question – they’ve had the answer. Many on our team have served as mentors for him.

Now, it’s one thing for us to say all this. But the real credibility comes with feedback from our clients. Luke received this note after the delivery of a custom robot build for, truly, one of the biggest companies in the world:

“Hey Luke – The robot is fantastic; the craftsmanship is superb; the power on the base is enabling; the intricate way in which the computer fits in the base housing is incredible; the compute box + mast feels “just right” (there’s no template for social robot design, but I feel like we got very close); all these things make me really confident that, with the right algorithms (my responsibility) we can safely and efficiently navigate through crowds.  It’s a really special robot that I can’t wait to put in the field.  Your team deserves a raise!”

(We’ll have to ask our CEO about that last bit.)

Below, our recent swarm robotics build for a US client

 

 

Robosense LiDAR Swarm

INDRO’S TAKE

 

InDro would not be thriving without satisfying our clients (many of whom are repeat customers, or are referred to us by existing ones). It is part of our very ethos to fully understand the problems they are trying to solve before we ever start discussing a solution. And it’s only then, through a very collaborative process with the client, that we can deliver a product that not only meets – but frequently exceeds – their expectations.

“Luke is a crucial and always enthusiastic part of the InDro Robotics team,” says Founder and CEO Philip Reece. “His understanding of the technology is phenomenal, and his drive to truly help clients achieve the future they envision seems to be hard-wired into him. Yes, meticulous builds are a key part of client satisfaction and InDro’s reputation. Luke plays an absolutely key role in ensuring that what we ultimately build and deliver is a match with their expectations.”

If you’re considering a robotics solution, contact Luke Corbeth here. He’ll be happy to arrange a test drive.

InDro completes design, build and delivery of robots for swarm research

InDro completes design, build and delivery of robots for swarm research

By Scott Simmie

You’ve likely seen swarm behaviour in nature – or at least video of it.

Flocks of starlings produce incredible patterns known as murmurations, undulating with split-second speed. Certain species of termites build massive and complex mounds, complete with sophisticated ventilation shafts to ensure air exchange and temperature regulation. Some types of fish, when attacked by predators, form tightly whirling balls as a defense mechanism. Bees build complex hives and have specific roles that all contribute to the collective. And ants, as you’re aware, can do a lot more than spoil picnics.

All of these, though very different, are examples of swarm behaviour. No single individual is in charge, yet these creatures work together to great synergic effect.

Below: A starling murmuration at Rigg by Walter Baxter, CC BY-SA 2.0 via Wikimedia Commons

A_starling_murmuration_at_Rigg_

SWARM ROBOTICS

 

It was actually through these observations in nature, particularly of insects, that the concept of swarm robotics first emerged.

“In a robot swarm, the collective behavior of the robots results from local interactions between the robots and between the robots and the environment in which they act… The research of swarm robotics is to study the physical body and the controlling behaviours of robots. It is inspired but not limited by the emergent behaviour observed in social insects, called swarm intelligence. Relatively simple individual rules can produce a large set of complex swarm behaviours. A key component is the communication between the members of the group that build a system of constant feedback. The swarm behaviour involves constant change of individuals in cooperation with others, as well as the behaviour of the whole group,” states this Wikipedia entry.

Much of the early research (and some of the more complex, current research) involves high numbers of very simple robotic devices. But as the field has developed, so too has the size and capabilities of the robots being used in swarm applications and research.

“The idea behind swarm robotics is the robots are able to communicate with each other and thus improve their decision-making and data acquisition in a given environment from a real world application standpoint,” explains Head of R&D Sales Luke Corbeth.

 

THE BOSTON EXAMPLE

 

One InDro client, Boston University, is using a very large fleet of small but smart robots called LIMO in swarm scenarios. One aspect of their research involves how autonomous vehicles interact with each other. Can the robots detect others merging and take appropriate action? How can autonomous vehicles detect and interact with robots that have been programmed to behave as if they’re human-driven vehicles?

Research like this is obviously more practical (and far less costly) to carry out in a lab rather than on city streets. It’s important work as we head toward the Smart Cities of the future, where eventually all vehicles will be autonomous – and much of the current infrastructure (traffic lights, stop signs) will no longer be necessary because all Connected Automated Vehicles will be part of a network.

“These vehicles become nodes in an Internet in which the vehicles talk to each other,” said Christos Cassandras, Distinguished Professor of Engineering, Head of the Division of Systems Engineering, and Professor of Electrical and Computer Engineering in an earlier interview with InDro.

“They exchange information and so, ideally cooperatively, they can improve metrics of congestion, of energy, of pollution, of comfort, of safety – perhaps safety being predominant.”

It’s fascinating work, and you can check out our story about it here.

But the ability of swarms to move and collect and share data collaboratively also opens up other use-case scenarios.

“If you are able to team your robots together, obviously you can cover a lot more area in a shorter period of time because the robots are essentially building a map together rather than being dependent on a single robot to build that map. One of the most obvious applications is search and rescue,” says Corbeth.

To illustrate, we borrow this example from research being carried out at Carnegie Mellon University:

INDRO’S CUSTOM SWARM

 

We recently built and shipped four identical custom robots for North Carolina State University’s Department of Mechanical and Aerospace Engineering. Corbeth was the conduit, putting together a package that suited their very specific needs. It began with selecting one of our 18 available platforms.

“They chose the Scout Mini, which is far and away our most cost-effective platform. And it’s unique in that it’s capable both indoors, like in their lab, but also for outdoor use,” says Corbeth.

That, of course, was just the start. Each robot was outfitted with the InDro Commander, which tucks a lot of power and flexibility within its IP54-rated enclosure. Commander houses the brains or the robot – which in this case is a very powerful piece of compute. Commander is completely customisable based on client requirements and contains ROS1 and ROS2 folders. (It also enables rapid integration and recognition of multiple sensors, and has the option of shipping with either or both of InDro’s autonomy stacks for outdoor or indoor use – think GPS-denied and SLAM. In this case, the client will be building their own autonomy stack, as that’s part of their research.)

And this client wanted Commander equipped with a powerhouse.

“They upgraded from a Jetson Xavier NX to the AGX Orin Developer Kit. That’s the best-in-class onboard compute you can add to a robot these days,” he adds.

That’s not hyperbole. The AGX contains a 2048-core NVIDIA Ampere architecture GPU with 64 Tensor Cores. Unfamiliar with Tensor Cores? They mean ultra fast AI processing.

“Tensor Cores enable mixed-precision computing, dynamically adapting calculations to accelerate throughput while preserving accuracy and providing enhanced security,” states the NVIDIA website. “The latest generation of Tensor Cores are faster than ever on a broad array of AI and high-performance computing (HPC) tasks. From 4X speedups in training trillion-parameter generative AI models to a 30X increase in inference performance, NVIDIA Tensor Cores accelerate all workloads…”

That AI computer is capable of – wait for it – 275 TOPS, or trillions of operations per second. (Yes, it’s kind of hard to get your head around that.)

 

SENSORS, SENSORS, SENSORS

 

Corbeth worked with the client to outfit each swarm robot with the sensors needed for the job. Starting with the basics, each robot contains two pinhole cameras (one front, one rear) so the operator can remotely see the robot’s eye view using our proprietary dashboard, InDro Controller. For depth perception, we added ZED X stereo cameras which – like human eyes – see the world in three dimensions. These are used for obstacle avoidance (in conjunction with LiDAR, which we’ll get to).

Connectivity is key with any robot. But when it comes to swarm robotics, it’s particularly important to have high-speed, low-latency communication not just with the controller, but between the robots themselves.

“Obviously doing swarm requires 5G connectivity,” says Corbeth. “So there’s a 5G modem in each robot as well as our Wi-Fi development module. In addition to communication between the robots and with InDro Controller, this also means they can program these robots without having to hard-wire into them. In fact, students or researchers could upload algorithms from pretty much any location – they don’t need to be on-site or on the same WiFi network, which has been the traditional route.”

Each robot features GPS and IMU modules, plus a Robosense Helios RS-5515 32-beam LiDAR module. These sense the environment in three dimensions by rapidly scattering and receiving the reflections from eye-safe laser beams. It allows the robot to safely navigate and map in completely unfamiliar and GPS-denied locations, and even carry out precision scans. We recently featured Robosense in this post, detailing how the quality is absolutely on par with the biggest names in the industry. (Selecting Robosense for this project saved the client close to $80,000 without losing any capabilities.)

Outstanding in their field: A look at the InDro-built swarm fleet just prior to shipping to the client

Robot Swarm

INDRO’S TAKE

 

It was a fascinating project to build a small swarm from the ground up for the specific needs of this client. We look forward to checking in with North Carolina State University once the research is fully underway – and will report back to you.

“There’s no doubt that swarm robotics is an important tool, not only in R&D but increasingly in real-world applications,” says InDro Robotics Founder and CEO Philip Reece. “Whether it’s search and rescue, mapping difficult environments at scale, or developing algorithms that will enable Connected Automated Vehicles in the Smart Cities of the future, swarms are synergic tools that produce outcomes far greater than the sum of their parts – and that do so with greater speed and efficiency.”

Interested in exploring options for swarm robotics? Contact Luke Corbeth here.

Robosense sets new bar for affordable, powerful LiDAR sensors

Robosense sets new bar for affordable, powerful LiDAR sensors

By Scott Simmie

 

Building or modifying a robot?

Specifically, are you working on something with autonomy that needs to understand an unfamiliar environment? Then you’re likely looking at adding two key sensors: A depth camera and a LiDAR unit.

LiDAR (as most of you likely know), scans the surrounding environment with a continuous barrage of eye-safe laser beams. It measures what’s known as the “Time of Flight” – meaning the time it takes for the photons to be reflected off surrounding surfaces and return to the LiDAR unit. The closer that surface is, the shorter the Time of Flight. LiDARs calculate the time of each of those reflected beams and convert that into distance. Scatter enough of those beams in a short period of time (and LiDARs do), and you get an accurate digital representation of the surrounding environment – even while the robot is moving through it.

This is particularly useful for autonomous missions and especially for Simultaneous Localisation and Mapping, or SLAM. That’s where a LiDAR-equipped robot can be placed in a completely unfamiliar (and even GPS-denied) environment and produce a point-cloud map of its surroundings while avoiding obstacles. Quality LiDARs are also capable of producing 3D precision scans for a wide variety of use-cases.

All great, right? Except for one thing: LiDAR sensors tend to be very expensive. So expensive, they can be out of reach for an R&D team, academic institution or Startup.

There is, however, a solution: Robosense.

The company produces LiDAR sensors (both mechanical and solid-state) that rival the established players in the market. And they do so for about one-third of the cost of the industry heavyweights.

“The performance of Robosense is outstanding – absolutely on par with its main competitors in North America,” says InDro Account Executive Callum Cameron. “We have been integrating Robosense LiDAR on our products for about two years, and their performance is exceptional.”

Below: A fleet of four robots, equipped with Robosense LiDAR, which recently shipped to an academic client.

 

Robosense LiDAR

ROBOSENSE

 

The company might not yet be a household name (unless your household has robots), but as of May 2024 the firm had sold 460,000 LiDAR units. Its sensors power a large number of autonomous cars, delivery vehicles and other robots – and it’s the first company to achieve mass production of automotive-grade LiDAR units with its own in-house developed chip.

The company was founded in 2014, with some A-level engineering talent – and it’s been on a stellar trajectory ever since. One of the reasons is because Robosense produces all three core technologies behind its products: The actual chipsets, the LiDAR hardware, and the perception software. We’ll let the company itself tell you more:

“In 2016, RoboSense began developing its R Platform mechanical LiDAR. One year later, in 2017, we introduced our perception software alongside the automotive-grade M Platform LiDAR sensors tailored for advanced driver assistance and autonomous driving systems. We achieved the start-of-production (SOP) of the M1 in 2021, becoming the world’s first LiDAR company to mass-produce automotive-grade LiDAR equipped with chips developed in-house,” says its website.

The company now has thousands of engineers. And it didn’t take long before the world noticed what they were producing.

“As of May 17, 2024, RoboSense has secured 71 vehicle model design wins and enabled 22 OEMs and Tier 1 customers to start mass production of 25 models. We serve over 2,500 customers in the robotics and other non-automotive industries and are the global LiDAR market leader in cumulative sales volume.”

The company has also received prestigious recognition for its products, including two CES Innovation awards, the Automotive News PACE award, and the Audi Innovation Lab Champion prize.

“This company has standout features, including Field of View, point cloud density and high frame rates,” says Cameron. “If you look at that fleet of four robots we recently built, using the competition those LiDAR units alone would have come to close to $80,000. The Robosense solution cost roughly one-quarter of that with similar capabilities.”

And the factories? State of the art. Though this video focuses on its solid-state LiDAR, Robosense uses the same meticulous process for its mechanical units:

LiDAR FOR EVERY APPLICATION

 

Robosense produces many different LiDAR sensors. But what particularly appeals to us is that the company has (excuse the pun) a laser-like focus on the robotics industry. Its Helios multi-beam LiDAR units have been designed from the ground up for robots and intelligent vehicles. There are customisable fields of view, depending on application, and a near-field blind-spot of ≤ 0.2 metres. In addition, Helios LiDAR comes in 16- and 32-beam options depending on point-cloud density and FOV requirements. Both are capable of functioning in temperatures as low as -40° or on a scorching day in the Sahara desert. There’s also protection against multi-radar interference and strong light (which can be an issue with LiDAR). You can learn more about its features here.

Its Bpearl unit proves that very good things can indeed come in small packages. With a 360° horizontal and 90° vertical hemispherical FOV, it’s been designed for near-field blind spots, capable of detection at ≤10 cm. That’s why we selected it for a robot designed to inspect cycling lanes for hazards (while avoiding cyclists, of course). We actually have two Bpearls on that robot (one on each side), since detecting blind spots and avoiding other obstacles is so critical to this application.

“We’ve integrated both the Bpearl and Helios LiDAR units into multiple different robots and the performance has been excellent, even under adverse conditions,” says Cameron. “Obstacle avoidance has been outstanding, and SLAM missions are a snap.”

Below: This InDro robot features two 32-beam Robosense Bpearl LiDAR units. You can see one of them – that tiny bubble on the side (and there’s another one on the opposite side):

InDro Sentinel

THE THREE “D”s

 

You’ve likely heard this before, but robots are perfect for jobs that are Dirty, Dull or Dangerous – because they remove humans from those scenarios. Robots, particularly inspection robots, are often subjected to extremes in terms of weather and other conditions.

So this is a good place to mention that if a Robosense LiDAR encounters fog, rain, dust or snow it has a de-noising function to ensure it’s still capturing accurate data and that your point cloud isn’t a representation of falling snow. All of the Robosense LiDAR sensors have outstanding Ingress Protection ratings.

Because adverse conditions are quite likely to occur at some point during a robotic mission, Robosense puts its products through absolutely gruelling tests. Hopefully your robot won’t encounter the scenarios seen below, but if it does – the LiDAR will keep working:

INDRO’S TAKE

 

We take pride in putting only the highest quality sensors into our products.

Prior to adopting Robosense as our “go-to” LiDAR about two years ago, we were using big-name products. But those products also came with a big price tag. When we discovered the quality and price of Robosense LiDAR units, it was an obvious choice to make the switch. We have shipped multiple Robosense-enabled robots to clients, saving them thousands of dollars – in one case, tens of thousands – while still capturing every bit of data they require. Robosense is now our go-to, even on our flagship products. (We recently did a demonstration of one of our newer Helios-equipped autonomous quadrupeds to a high-profile client; they were amazed with the results.)

“Robosense is every bit the equal of the heavyweight LiDAR manufacturers, without the downside of the high cost,” says InDro Robotics CEO Philip Reece. “The field-of-view, point cloud density and quality of construction are all state-of-the-art, as are the manufacturing facilities. What’s more, Robosense continues to push the envelope with every new product it releases.”

Interested in learning more, including price and options? Contact Account Executive Callum Cameron right here, and he’ll give you all the info you need.