What could small robots on earth have to do with exploration on the moon?Quite a lot, as it turns out. Professors and engineering students at Polytechnique Montréal have been busy writing algorithms and running experiments with robots and drones with one goal in mind: To enable them to explore unfamiliar and even hostile surroundings far beyond the reach of GPS or other forms of precision location technology.“What we want to do is to explore environments including caves and surfaces on other planets or satellites using robotics,” explains Dr. Giovanni Beltrame (Ph.D.), a full professor at Polytechnique’s Departments of Computer Engineering and Software Engineering.Before we get to the how, let’s address the why.“Caves and lava tubes can be ideal places for settlement: They can be&nbsp;sealed and provide radiation shielding. There’s also a chance of finding&nbsp;water ice in them,” says Dr. Beltrame.Of course, it’s also less risky – and less expensive –&nbsp;to send robots to other planets and moons rather than human beings. They don’t require life support, don’t get tired (with the exception of having to recharge), and they can gather and process data quickly.Just think of all the data that’s been acquired on Mars by the twin Rovers and the Mars helicopter.Below: A selfie taken by NASA’s Perseverance rover November 1, 2023, during the the 960th Martian day of its mission. The rover was built with a focus on astrobiology, searching for signs of ancient microbial life on the red planet. Image courtesy of NASA.<img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNzA2NTYxNzQ0OTYwLVBJQTI2MjAyLWpwZy53ZWJwIiwiZWRpdHMiOnsicmVzaXplIjp7IndpZHRoIjo5NTAsImZpdCI6ImNvdmVyIn19fQ==" style="width: 300px;" class="fr-fic fr-dib" alt="NASA's Perseverance"><h3 id="isPasted">Prepare on Earth, Deploy in Space</h3>It’s a pretty ambitious vision. But for Beltrame and his team, it’s also very real. And it requires a lot of work and research here on earth.“So to get there (space) and do this with&nbsp;multiple robots, we’ve developed all sorts of technologies –&nbsp;navigation, perception, communication, coordination between the robots, and human-robot interfaces,” he says.“We’re doing all these things,&nbsp;because our goal is to use a swarm of robots to do planetary exploration. There’s more, but that’s it in a nutshell.”When you go to the moon, there’s no equivalent of GPS. And environments like caves can be really tricky – both in terms of robots understanding where they are, and also communicating with other robots beyond line of sight.With the right technologies and algorithms, that communication is possible. And much of Beltrame’s research has involved testing this on earth. In particular, he’s focusing on how groups of robots could take on such tasks collaboratively.“So our primary activities focus on swarm robotics,” he says.Generally that starts with simulation models. But there are limits to simulations – and real-world testing is a big part of what’s going on at Polytechnique.“So we do have this deployment philosophy that we try our technologies in simulation, but then we want to go to deploying robots. You can have the best simulation in the world, but there’s still a reality gap and it’s very extremely important to try things on the real robots,” he says.“We have a saying in the lab, which is: ‘Everything works in simulation’.&nbsp;You can always make your algorithm work in simulation, and then you get out in the field and things go wrong. So&nbsp;one thing we do in the lab is we always do the full stack. That’s why we need to have real robots.&nbsp;And we don’t only do experiments with real robots in the lab, we do them in the field.” <h3>MIST</h3>The lab he’s referring to is known as Polytechnique’s MIST, which stands for Making Innovative Space Technology. Dr. Beltrame is the director of the lab, which focuses on computer engineering targeted towards space technologies. In addition to the researchers, the lab is home to a *lot* of robots. There are big ones, small ones, wheeled ones, flying ones (drones) – literally “hundreds” of robots at the lab.But as Dr. Beltrame emphasised, proving that something will truly work requires testing in environments that are similar to what might be found on the moon or elsewhere. Locations where he’s carried out fieldwork include:<ul><li>Lava Beds National Monument in California (with <a href="https://www.jpl.nasa.gov/" target="_blank">NASA&nbsp;</a><a href="https://www.jpl.nasa.gov/" target="_blank">JPL</a>)</li><li>The Kentucky mega-cave with the <a href="https://costar.jpl.nasa.gov/" target="_blank">CoSTAR</a> team</li><li>Tequixtepec&nbsp;in Mexico with SpéléoQuébec</li></ul>Just check out the images below of field work, courtesy of Dr. Beltrame:<img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNzA2NTYyNDU0NzUyLUlNRy0yMDIzMDMyMy1XQTAwMDAuanBnLndlYnAiLCJlZGl0cyI6eyJyZXNpemUiOnsid2lkdGgiOjk1MCwiZml0IjoiY292ZXIifX19" style="width: 300px;" class="fr-fic fr-dib" alt="Tight Space Exploration">Tight Spaces<img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNzA2NTYyNDYyOTQyLWx1bmFyc2V0dGluZy1qcGcud2VicCIsImVkaXRzIjp7InJlc2l6ZSI6eyJ3aWR0aCI6OTUwLCJmaXQiOiJjb3ZlciJ9fX0=" style="width: 300px;" class="fr-fic fr-dib">ESA Photo<img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNzA2NTYyNDg0ODU3LWltYWdlLXNjYWxlZC53ZWJwIiwiZWRpdHMiOnsicmVzaXplIjp7IndpZHRoIjo5NTAsImZpdCI6ImNvdmVyIn19fQ==" style="width: 300px;" class="fr-fic fr-dib" alt="Cave Drone">Cave Drone<img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNzA2NTYyNTAzNzAwLWRyb25ldGVhbS1qcGcud2VicCIsImVkaXRzIjp7InJlc2l6ZSI6eyJ3aWR0aCI6OTUwLCJmaXQiOiJjb3ZlciJ9fX0=" style="width: 300px;" class="fr-fic fr-dib" alt="ESA Team">ESA Photo<h3 id="isPasted">The InDro Connection&nbsp;</h3>Some of the robots used in the MIST lab – and perhaps eventually on the moon – arrived via InDro Robotics, a North American distributor for AgileX. In fact, Polytechnique has purchased a number of AgileX products, including platforms that InDro has modified to help speed the R&amp;D process. These include:<ul><li>24 LIMOs and simulation table</li><li>AgileX Scout Mini</li><li>AgileX Scout 2.0</li><li>Two AgileX Bunker Mini platforms, with custom builds by InDro</li></ul>We’ve <a href="https://indrorobotics.ca/new-limo-pro-ros2-models-bring-advanced-abilities-to-rd/" target="_blank">written about the LIMO before</a> – a small, affordable and versatile robot capable of perceiving its environment and even Simultaneous Localization and Mapping out of the box. It’s also an ideal size, particuarly when doing multi-agent/swarm robotics, for use in the lab. (You’d run out of space pretty fast with something much larger).“The LIMOs are a very good platform for Simultaneous Localization and Mapping &nbsp;– and perception in general,” says Beltrame.He says they’re a good choice “because they have a 3D camera, they’re lighter, agile, and are sufficiently low in cost. So we can use them in large numbers.&nbsp;Another good thing about the LIMOs is that once you have a lot of similar robots that are reasonably agile, you can actually make a full deployment of software (across all robots).”That makes them an ideal platform for multi-agent research and development.“For example, we developed this tool called Swarm SLAM where many robots collaborate to have a better perception of the environment. We’re currently testing it with the full fleet of LIMOs. That’s&nbsp;something we would have believed impossible with larger robots for logistical reasons.”Though the focus is firmly on space, the Polytechnique Montréal research has applications on earth. Swarms of robots could aid in disaster response, Search &amp; Rescue, and more.<h3>&nbsp;</h3><h3>Favourite Robot</h3>The LIMO isn’t the only AgileX product in Polytechnique’s stable. And while Beltram likes all of them, he has a soft spot for one in particular.“I would say that my favorite robot is the <a href="https://indrorobotics.ca/scout-mini-2/" target="_blank">Scout Mini</a>,” he says. “It’s fast, it’s agile and the control is extremely precise.”In fact, Beltrame often takes the Scout Mini with him when doing school presentations. It’s small enough to be carried in the trunk of his car and hand-carried to classrooms. His team has also used the platform to test a new code for path planning and sophisticated energy calculations. It’s capable of tracking the additional energy required for climbing inclines, for example, then calculating when the robot needs to return home to wirelessly recharge.As always, InDro works with clients to deliver precisely what they need. This saves time for those institutions and corporations on builds, allowing them to get on with the business of R&amp;D.“We’ve done quite a bit of integration for them,” says <a href="mailto:lcorbeth@indrorobotics.com" target="_blank">Luke Corbeth</a>, InDro’s Head of R&amp;D Sales.“For example (see picture below), we provide a top plate with all required hardware mounted and integrated. They then add their own sensors, protective structure, etc. So this is a great example of how we work with clients on a case-by-case basis depending on their needs as robotics isn’t one-size-fits-all.”<img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNzA2NTYyODUzMDA0LWltYWdlLnBuZy53ZWJwIiwiZWRpdHMiOnsicmVzaXplIjp7IndpZHRoIjo5NTAsImZpdCI6ImNvdmVyIn19fQ==" style="width: 300px;" class="fr-fic fr-dib" alt="Tracker Robots"> <h3 id="isPasted">One Small Step...</h3>With all of this research, what comes next? Will the work being done today at Polytechnique eventually find its way off this planet?“The answer is it’s going to happen very soon,” says Beltrame.&nbsp;Sometime later this year, a rocket will head toward the moon carrying three small robots. It’s called the Cadre mission.A trio of small rovers will work as a team to explore the moon autonomously, mapping the subsurface in 3D, collecting distributed measurements, and showing the potential of multirobot missions,” says <a href="https://www.jpl.nasa.gov/missions/cadre" target="_blank">NASA’s JPL website.&nbsp;</a>One of Beltrame’s students is working on that mission with JPL.“This is one example of how the work that we’ve been doing in this lab, in the end – through students that were here – become real missions,” says Beltrame.And that’s not all. As early as 2026, a Canadian-built rover could land on the moon in Canada’s first moon mission.Its task? To explore the moon’s south polar region in search of “water ice.” This ice is critical to long-term human habitation on the moon – and can also be converted to fuel, both for energy on the moon and potentially to refuel other spacecraft with destinations further afield.“I have an engineer from the Canadian Space Agency that’s a student of mine that’s developed the Mission Planner. So the idea is that we – our lab – developed the Mission Planner for the Canada rover that’s going to the moon.”Here’s a look at that planned mission, from the CSA:<iframe width="640" height="360" src="https://www.youtube.com/embed/Ti4a0oiWsMk??si=gdkI-fUB2n3fT89r&amp;wmode=opaque&amp;rel=0&amp;enablejsapi=1&amp;origin=https://www.wevolver.com" frameborder="0" allowfullscreen="" class="fr-draggable" data-lf-form-tracking-inspected-kn9eq4roawkarlvp="true" data-lf-yt-playback-inspected-kn9eq4roawkarlvp="true" data-lf-vimeo-playback-inspected-kn9eq4roawkarlvp="true">&amp;lt;span class="fr-mk" style="display: none;"&amp;gt;&amp;amp;nbsp;&amp;lt;/span&amp;gt;&amp;amp;lt;span class="fr-mk" style="display: none;"&amp;amp;gt;&amp;amp;amp;nbsp;&amp;amp;lt;/span&amp;amp;gt;&amp;amp;amp;amp;lt;span class="fr-mk" style="display: none;"&amp;amp;amp;amp;gt;&amp;amp;amp;amp;amp;nbsp;&amp;amp;amp;amp;lt;/span&amp;amp;amp;amp;gt;&amp;amp;amp;amp;amp;lt;span class="fr-mk" style="display: none;"&amp;amp;amp;amp;amp;gt;&amp;amp;amp;amp;amp;amp;nbsp;&amp;amp;amp;amp;amp;lt;/span&amp;amp;amp;amp;amp;gt;</iframe><h3 id="isPasted">And There's More</h3>There was some big news this week from Polytechnique Montréal. On January 24 it announced the formation of ASTROLITH, a body for “research in space resource and infrastructure engineering.”It’s the first Canadian group dedicated to lunar engineering, according to a news release.“Comprising experts from all seven Polytechnique departments, ASTROLITH will pursue the mission of helping to develop next-generation technologies and training the engineers of tomorrow to ensure Canada’s presence in space and lunar exploration, as well as addressing critical needs on our planet within the context of climate change, resource management and sustainable development,” reads the release.So while the emphasis is on the moon, ASTROLITH will also result in some very practical – and urgent – use-cases on our home planet.“As encapsulated in its Latin motto Ad Lunam pro Terra, ASTROLITH is dedicated to developing technologies with direct impacts here on Earth: enabling development of infrastructure in the Far North or facilitating the energy transition, for example,” says the release.“Indeed, the research unit’s founding members are already involved in developing technologies in various areas related to space and extreme environments, from design of resilient habitats and infrastructures for remote regions to deployment of cislunar communications technologies to development of advanced robotics systems for prospecting and mining, among many others. Their work is bolstered by contributions from specialists in life-cycle analysis, sustainable development and space-related policy development.”The team is composed of academics and researchers that span all seven Polytechnique departments. Beltrame, not surprisingly, is on the team – which is pictured below. (He’s in the back row, centre.)<img src="https://s3-us-west-1.amazonaws.com/wevolver-project-images/froala%2F1706563288421-Screenshot-2024-01-26-at-9.03.42-AM.png.webp" style="width: 300px;" class="fr-fic fr-dib" alt="Research Team"><h3 id="isPasted">INDRO’S TAKE</h3>We find the work being carried out at Polytechnique Montréal, the MIST lab – and now ASTROLITH – both fascinating and important. It’s also a terrific example of how dedicated researchers and students can develop and test projects in the lab that eventually have real-world (and off-world) applications.“I’m incredibly impressed with the work being carried out here, and the fact it can be put to positive use-cases both on earth and in space,” says InDro Robotics CEO Philip Reece.“We wish Dr. Beltrame and his colleagues well, and we’ll certainly be watching these lunar missions with great interest. It’s always a pleasure when InDro can support teams doing important work like this.”You can find more about the MIST lab <a href="http://mistlab.ca/" target="_blank">here</a>. And if you’d like to talk about AgileX robots (or any other robotic solution), connect with the InDro experts <a href="https://indrorobotics.ca/connectwithanexpert/" target="_blank" rel="noopener noreferrer">here</a>.&nbsp;

Bridging Earth and Lunar Exploration with Advanced Research

Robots on Earth Help Prepare for Research on the Moon

There’s a new robot in town. Actually, there are two of them.They’re small but mighty. In fact, numerous universities and robotics labs already use their predecessor for high-level research. That original robot, the AgileX LIMO, was a game-changer when it came to an affordable and flexible platform. Boston University currently has a fleet of LIMOs running custom algorithms and simulations related to how real-world autonomous vehicles will interact in the Smart Cities of the future. (It’s really cool research, and you can read all about it <a href="https://indrorobotics.ca/boston-university-uses-agilex-limo-for-research/" target="_blank">here</a>.)That first LIMO was truly a ground-breaker – and remains an excellent R&amp;D research platform. But now, AgileX has taken things further. Two new versions of LIMO offer advanced hardware, software, runtime – and capabilities.Below: The original LIMO that started it all…<img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNjk5MzAzMjcwNzgyLUxJTU8gb24gcm9jay5qcGciLCJlZGl0cyI6eyJyZXNpemUiOnsid2lkdGgiOjk1MCwiZml0IjoiY292ZXIifX19" style="width: 766px;" class="fr-fic fr-dib"><h3 id="isPasted">Main Features</h3>Before we get into the significant changes incorporated into the new models, it's worth looking at some of the strong features common to all members of the LIMO family. For starters, each LIMO has four steering modes: Omnidirectional steering, tracked steering, Ackerman and four-wheel differential.All LIMOs are equipped with obstacle detection. Multiple onboard sensors can pick up on the size, distance and location of obstacles, allowing the robot to navigate its environment without conflict. The newer LIMO models have significant enhancements here, which we'll explore in a moment.Despite their relatively small size – so small an untrained eye might potentially mistake them for a toy – the LIMOs feature a robust, all-metal build and powerful motor. They also feature powerful onboard EDGE computing suitable to pretty much any R&amp;D requirements.&nbsp;<h3>Who Uses the LIMO robot?</h3>There are really two main categories of users, with the first being those in the educational field."This is a great tool for anyone looking to learn ROS, because they can do all of the advanced concepts – obstacle detection, SLAM, teleoperation, to name a few," explains Luke Corbeth, Head of InDro's R&amp;D Sales Division."And we make that really simple through our improved documentation. We’ve basically built a course around it, so it can be used for teaching students."The other main group of users, of course, are on the research side of things."It’s almost always used in labs for multi-agent systems or multiple robot projects. Because it’s multi-modal, when you're doing a multi-agent system it can be homogenous or heterogeneous, meaning you use different steering in different robots simultaneously."Dimensions of all versions of LIMO are identical, as seen below.<img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNjk5MzA0NjE2MTM4LUxJTU8gVGVjaCBTcGVjcyBmb3IgV2V2b2x2ZXIgUG9zdC5wbmciLCJlZGl0cyI6eyJyZXNpemUiOnsid2lkdGgiOjk1MCwiZml0IjoiY292ZXIifX19" style="width: 766px;" class="fr-fic fr-dib"><h3 id="isPasted">Meet the New LIMOs</h3>The original LIMO is still a great robot – and is currently in use by many universities. But AgileX didn't rest on its laurels. In response to the availability of new technologies – along with a wish-list from existing clients – the company has taken things further with its new LIMO PRO and the LIMO ROS2."Obviously as research in autonomy advances, so do the computational requirements," explains Corbeth. "So it’s very important as a robotics manufacturer to stay ahead of the curve so that the hardware meets up with the current research requirements of the day."To that end, the new versions feature upgrades on computational power, sensors and run-time."The big difference is in compute – we're moving from the Jetson Xavier to the Jetson Orin Nano on the LIMO PRO and the INTEL NUC on the LIMO ROS2. Both of these are actually massive upgrades."The Orin Nano is a very powerful EDGE computer. That power translates into more stable multi-sensor data fusion and speed with SLAM (Simultaneous Localization and Mapping) processing.Speaking of SLAM, the LIMO PRO and LIMO ROS2 come with a new LiDAR unit. While the original LIMO used the very capable EAI X2L unit, the new versions come with the EAI T-mini Pro."Plus, the battery in the new unit goes from an hour of run-time to 2-1/2 hours – with a standby of four hours," adds Corbeth.&nbsp;<h3>SOFTWARE</h3>Not surprisingly, the two new versions also feature some software upgrades. The LIMO PRO and ROS2 versions come with Ubuntu 20.04 (the original LIMO runs version 18.04). In terms of ROS (Robot Operating System) libraries, the first generation LIMO is outfitted with ROS1 Melodic. The LIMO PRO features both ROS1 Noetic and ROS2 Foxy. The LIMO ROS2 has ROS2 Humble onboard.Already have some of the first-generation LIMOs in your lab? No problem."The new models can co-exist with the original LIMO," says Corbeth. "And if the computing demands are higher than previous applications, it makes sense of have a blend of models."The graphic below outlines the feature sets of the three models:<img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNjk5MzA2MzQ4ODk4LUxJTU8gQ29tcGFyaXNvbiBDaGFydC5wbmciLCJlZGl0cyI6eyJyZXNpemUiOnsid2lkdGgiOjk1MCwiZml0IjoiY292ZXIifX19" style="width: 766px;" class="fr-fic fr-dib"><h3 id="isPasted">INDRO'S TAKE</h3>InDro Robotics has a lot of clients who have put the original LIMO to use in labs and educational institutes across North America. Boston University has a very large fleet of LIMOs deployed – hard at work on multiple research projects related to Smart Cities and autonomous vehicles. They've proven to be a robust, cost-effective tool for high-level research.And now, with the fresh release of LIMO PRO and LIMO ROS2, there are two more affordable options."This is a significant development for anyone looking to expand their current fleet of LIMOS, as well as those who have been waiting in the wings for an upgrade," says Corbeth. "These are incredibly powerful and versatile robots/research tools, with the added bonus that the entire line is very affordable."If you're interested in learning more, InDro Robotics is the exclusive distributor of AgileX in Canada, as well as a distributor for all of North America. We have built excellent documentation and manuals to assist users ranging from beginning to expert – and all of that added value and support comes with every purchase made through InDro.For more information from a robot expert, contact Luke Corbeth <a href="https://indrorobotics.ca/connectwithanexpert/" target="_blank">here.</a>

Bringing Advanced Abilities to Research and Development

LIMO Pro Robot and LIMO ROS2

The safety of pedestrians and cyclists is important in any major city.Bike lanes and crosswalks are the most obvious signs that we create infrastructure for this purpose. But there are limits to what that infrastructure can do.Winter, for example, creates additional threats. Ice and snow are the most obvious problems, but potholes and deep puddles can also cause havoc – particularly for cyclists. Snow can accumulate quickly in a storm – and it’s not uncommon for snow plowed from the roadway to sometimes spill over into bike lanes (and even on sidewalks).That’s part of the reason why Indro Robotics has built an innovative solution that will be put to the test this winter. It’s called the Street Smart Robot, or SSR – and it’s been designed from the ground up to help ensure safe winter cycling.Below: A Wikimedia Commons image, taken in Whitehorse by <a href="https://www.flickr.com/people/71902268@N00" rel="nofollow" target="_blank">Anthony DeLorenzo</a>. Cyclists in Canada are a hardy bunch.<img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNjk4Njg1MjA5MDA1LTQwX2JlbG93X2NvbW11dGVfNjczNDE1NzExOS1qcGcud2VicCIsImVkaXRzIjp7InJlc2l6ZSI6eyJ3aWR0aCI6OTUwLCJmaXQiOiJjb3ZlciJ9fX0=" style="width: 745px;" class="fr-fic fr-dib"><h3> </h3><h3 id="isPasted">Street Smart Robot</h3>The catalyst for the SSR is a research and development partnership fund called the <a href="https://www.ovinhub.ca/programs/wintertech-av-development/" target="_blank" rel="noopener noreferrer">Wintertech Development Program</a>. &nbsp;Wintertech is run by <a href="https://www.oc-innovation.ca/programs/ontario-vehicle-innovation-network-ovin/" target="_blank" rel="noopener noreferrer">OVIN, the Ontario Vehicle Innovation Network</a>. That’s a province of Ontario initiative which “capitalizes on the economic potential of advanced automotive technologies and smart mobility solutions such as connected and autonomous vehicles (CAVs), and electric and low-carbon vehicle technologies, while enabling the province’s transportation and infrastructure networks to plan for and adapt to this evolution.”And while bicycles aren’t connected and autonomous vehicles yet, we felt robotics could play a role in helping to ensure the safety of cyclists in the Smart City of the future. Specifically, we thought an autonomous robot equipped with the right sensors and processing might help to detect safety issues in bike lanes in the winter.“The idea behind the robot is we want to prolong the use of bike lanes in Ottawa, but also ensure the safety of bike lanes,” explains Indro Robotics Account Executive Luke Corbeth.“There’s really two parts to this: The&nbsp;first is a machine vision element to see if conditions are good enough for biking – no ice, not too many leaves, etc. On the safety side, the Street Smart Robot is more concerned with detecting things like potholes and cracks. And the idea is if you’re able to identify those things, the right resources can be deployed faster and more efficiently to solve the problem in a timely manner.”So that’s the idea behind the SSR. Now, let’s take a look at the technology.Below: A look at the specs of the AgileX&nbsp;Bunker Pro platform, used in SSR. We’ve upgraded the battery for a four-hour run time:<img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNjk4Njk0NDA5MjE1LVNTUiBQb3N0IC0gQnVua2VyIFBybyBTcGVjcy5wbmciLCJlZGl0cyI6eyJyZXNpemUiOnsid2lkdGgiOjk1MCwiZml0IjoiY292ZXIifX19" style="width: 766px;" class="fr-fic fr-dib" alt="Bunker Pro Specs"><h3 id="isPasted">Built Tough</h3>If you’re going to be out and about in an Ottawa winter – where temperatures have reached as low as -33°C – you need a platform suitable for the environment. InDro selected the AgileX <a href="https://indrorobotics.ca/bunker-pro/" target="_blank" rel="noopener noreferrer">Bunker Pro</a> as the starting point.With an IP67 Ingress Protection rating, the Bunker Pro is highly impervious to water and particulate matter – which it will encounter in abundance on Ottawa streets. The treads give an edge over wheels when it comes to navigating over ice, snow and potholes. With a full charge, the platform can run for some four hours – even when it’s cold out.But the platform is just the start. InDro engineers had to put considerable thought into the kinds of sensors that would help the Street Smart Robot carry out its task while safely avoiding cyclists, pedestrians, or other obstacles it might encounter. And that began with four wide-angle pinhole cameras. “The pinholes are just to give the operator a better understanding of their environment and situational awareness,” explains Corbeth. And while we say “operator” here, it might be more appropriate to say “observer.” Though initial deployments will involve teleoperation, the SSR has been built to carry out its tasks autonomously. We anticipate that down the road (or bike path), a person will simply be involved in monitoring missions in case human intervention is required.That autonomy will be carried out by a combination of computing power, our InDro Autonomy software stack, and a plethora of sensors.&nbsp;<h3>Sensors, Sensors, Sensors</h3>The Street Smart Robot is equipped with front- and rear-facing depth cameras. These cameras have two visual sensors each, placed roughly the same distance apart as human eyes. That separation – as in human vision – allows the SSR to perceive the world in depth. Onboard computation (we’ll get to that) calculates how far obstacles might be in the robot’s immediate surroundings, and whether it needs to slow down, stop or change course to avoid obstacles.The depth cameras are supplemented by two 270° 2D LiDAR sensors – which are devoted almost exclusively to obstacle avoidance and safety. There are two additional 3D LiDARS, placed to assist with Simultaneous Localization and Mapping, as well as a GPS and IMU (Inertial Measurement Unit). There’s even a Range Finder that can detect how far an object is off the ground.“If you have an overhanging tree branch, for example, you could see where it is and see if it obscures the bike lane,” says Corbeth.&nbsp;In addition, there’s a thermal/30X optical Pan-Tilt-Zoom camera, complete with a windshield wiper for those sloppy days.Below: Check out what the SSR has on board.<img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNjk4NjkzMTY5NTcwLVNTUiBQb3N0IC0gU1NSIFNwZWNzLnBuZyIsImVkaXRzIjp7InJlc2l6ZSI6eyJ3aWR0aCI6OTUwLCJmaXQiOiJjb3ZlciJ9fX0=" style="width: 766px;" class="fr-fic fr-dib"> <h3 id="isPasted">Sensing, and Making Sense of its Environment</h3>All of those sensors are great. But they don’t do a lot on their own. They require software and computational power to give their data meaning. Here, the SSR has a Jetson ORIN AGX for EDGE computing. The ROS2 operating system software lives onboard in <a href="https://indrorobotics.ca/commander/" target="_blank" rel="noopener noreferrer">InDro Commander</a> – a module we’ve created for rapid integration of sensors and 5G remote operations. Commander can be thought of as the glue that holds everything together.But still, there’s the issue of making sense of the data. How will the Street Smart Robot identify ice, water, leaves, snow, potholes, debris etc? And how will it determine whether they are significant enough to require a City of Ottawa maintenance crew to take action?Here, the SSR will be going to school. And by that, we mean a combination of Machine Vision and Machine Learning will teach it what’s worth reporting and what isn’t. One way is to take actual images you expect to see on the bike path and identify which ones are significant and which can be ignored.“For example, you could mount a camera on an actual bicycle and then use that dataset to train the robot,” says Corbeth. “But there are a couple of approaches. There’s also obviously the simulation element. You can use specific engines that have high-fidelity graphics to simulate possible different environments in high resolution. And you can use that simulated data for training.”&nbsp;<h3>Then what?&nbsp;</h3>In the early stages, there will be a human operator at the helm. They’ll likely see some of those obstacles with the pinhole cameras, but from the start we anticipate that the onboard AI will trigger an alert for the operator. Once the operator confirms that the image is worthy of the attention of a maintenance crew, they will contact the city directly.That’s how things will start. Once we’ve established a high confidence level that the Machine Vision is correctly identifying anomalies, that process can be automated. The SSR will be programmed to automatically send an alert to the city, complete with a captured image of the potential problem and GPS coordinates.“It’s the idea of anomaly detection – detecting and flagging anomalies. The SSR will also likely be able to identify the severity of the anomaly on a one-to-five scale. And because you have the GPS onboard, the exact location of the problem can be relayed to the city.”Below: The SSR, during its public unveiling at the TCXpo exhibition in June. Front and rear view, to show off all its bits…<img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNjk4NjkzNjI1Nzk5LVNTUiBQb3N0IC0gRnJvbnQgYW5kIEJhY2sgVmlldy5qcGciLCJlZGl0cyI6eyJyZXNpemUiOnsid2lkdGgiOjk1MCwiZml0IjoiY292ZXIifX19" style="width: 766px;" class="fr-fic fr-dib"> <h3 id="isPasted">On The Shoulders of Sentinel</h3>Every technical achievement owes something to its predecessors. And that’s no different with the Street Smart Robot.InDro Robotics previously built <a href="https://indrorobotics.ca/indro-robotics-sentinel/" target="_blank">Sentinel</a>, a workhorse for remote asset inspection. That robot incorporated an AgileX <a href="https://indrorobotics.ca/bunker-4/" target="_blank" rel="noopener noreferrer">Bunker platform</a>, an InDro <a href="https://indrorobotics.ca/commander/" target="_blank" rel="noopener noreferrer">Commander</a> integration module for sensors and remote teleoperations, and several other sensors. It’s a great robot that has proven itself in the most demanding conditions.The Street Smart Robot builds on the success and learnings of Sentinel with additional compute power, many more sensors, a more robust design and extended operational range. And that opens the SSR up to many other tasks beyond bicycle paths.“That’s what really excites me about this project – the idea that this technology is transferable across other inspection verticals,” says Corbeth. “This particular robot could be used in agriculture, and the track platform is really good in mining. I could envision this exact same robot in those two verticals, and others.”&nbsp;<h3>The 5G Connection</h3>When dealing with multiple sensors in real-time, a solid data bandwidth is crucial. Here, SSR is outfitted with a high-speed modem and special antennaes for optimizing 5G and 4G signals. And while the Street Smart Robot can be operated over 4G, it’s 5G that offers the pipeline necessary for the data to really flow. &nbsp;InDro's continuing partnership with Rogers will ensure that the SSR has access to Canada’s largest and most reliable 5G network.<span data-ccp-props='{"134233117":false,"134233118":false,"134245417":true,"134245418":false,"134245529":false,"201341983":0,"335551550":1,"335551620":1,"335559685":0,"335559731":0,"335559737":0,"335559740":240}'>Below: Innovations in the InDro Sentinel paved the way for the Street Smart Robot. This image was taken at the opening of the Drone and Advanced Robot Training and Testing facility (DARTT) in June of 2023. That’s Luke Corbeth holding the microphone.<span data-ccp-props='{"134233117":false,"134233118":false,"134245417":true,"134245418":false,"134245529":false,"201341983":0,"335551550":1,"335551620":1,"335559685":0,"335559731":0,"335559737":0,"335559740":240}'><img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNjk4NjkzODgwNzA5LVNlbnRpbmVsLVdhdGVyLU9uZS1zY2FsZWQuanBnLndlYnAiLCJlZGl0cyI6eyJyZXNpemUiOnsid2lkdGgiOjk1MCwiZml0IjoiY292ZXIifX19" style="width: 766px;" class="fr-fic fr-dib"><h3> </h3><h3 id="isPasted">InDro's Take</h3>We’re pretty excited about the SSR. As Luke Corbeth says: “It’s a bad-ass robot.”And it is. But we’re also excited about the project itself.The Smart City of the future will have connected, embedded sensors (including on robots) helping with everything from traffic flow to updated weather and road conditions. Cyclists are a big part of any major urban centre, and the prospect of helping to ensure their safety appeals to us. It’s also an opportunity to really hone in on Machine Vision and Machine Learning as InDro trains the SSR for its task.“Smart Cities are on their way, and it’s great to be involved in yet another project as we build the capacity for the future,” says InDro Robotics CEO Philip Reece.“The Street Smart Robot has an important role to play, and could well be the template for anomaly detection and road maintenance at scale in the future. We’re grateful to OVIN and its Wintertech program for selecting this project for development; we’re excited to see what the SSR can do.”InDro plans to start testing the SSR during the winter, with the project stretching to June of 2024. We’ll be writing more once the robot hits the bike paths.Interested in learning more about how SSR could work for your inspections? &nbsp;Contact InDro <a href="https://indrorobotics.ca/contact-us/" target="_blank" rel="noopener noreferrer">HERE</a>.

For Safer Cycling in the Winter

InDro Robotics Builds Street Smart Inspection Robot

This is the sixth article in an&nbsp;<a href="https://www.wevolver.com/article/power-management-for-tomorrows-innovations" rel="noopener noreferrer" target="_blank">8-part series</a>&nbsp;featuring articles on Power Management for Tomorrow&rsquo;s Innovations. The series focuses on power management and optimization techniques for modern electronic systems. This series is sponsored by Mouser Electronics. Through the sponsorship, Mouser Electronics shares its passion for technologies that enable smarter and connected applications.Vehicular asset tracking is an essential part of fleet management, providing a way to know the exact location of physical assets around the clock. The three main benefits of asset tracking are cost savings, theft protection, and preventative maintenance.&nbsp;This article describes how to power asset-tracking devices with small, efficient power solutions and protect them from electrical stresses in a vehicular environment adequately.<h2 dir="ltr">Power Requirements for Vehicular Asset-Tracking Devices</h2>Vehicular asset-tracking/fleet-management devices are powered by the vehicle battery, typically 12V in cars and 24V &nbsp;in many trucks. As an aftermarket add-on, they face a much harsher power management environment than a well-bounded OEM device.&nbsp;Most devices also have a rechargeable battery, typically 3.6V, intended to last two or three days when the main battery power is lost. The primary battery source protects the front-end electronics against transient and fault conditions. The protected voltage gets converted to usable, &nbsp;lower voltages (5V, 3.3V, 2.5V, or 1.2V) by step-down &nbsp;DC-DC converters and Low Dropout Regulators (LDOs) to power various digital logic and analog Integrated Circuits (ICs). Fig. 1 shows the architecture of a typical power system for asset-tracking/fleet-management devices.<img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNjY2NjE3NDYzMzI1LTE2NjY2MTc0NjMzMjUucG5nIiwiZWRpdHMiOnsicmVzaXplIjp7IndpZHRoIjo5NTAsImZpdCI6ImNvdmVyIn19fQ==" width="720" height="737" class="fr-fic fr-dii">Fig. 1: Typical asset-tracking/fleet-management power architecture. Source: Analog Devices<h2 dir="ltr">Powering the Device with Modern DC-DC Regulators</h2>Asset-tracking/fleet-management devices must be physically small to fit in small places. In such a small area, reducing heat dissipation in a device to keep its temperature within range is challenging. Fitting the power circuit into a small space requires highly efficient integration.&nbsp;Modern DC-DC regulator power solutions that effectively integrate the power MOSFETs, compensation circuits, and other external components help reduce overall circuit size. Combining the small solution size with the efficient synchronous rectification technology helps reduce power dissipation.One might consider employing LDOs here for small size since LDOs are generally low cost and very simple to use, but they have high power dissipation if used directly from the primary battery voltage, which is the main drawback. Dissipating this power in a small asset-tracking device may be impractical and may cause device overheating. Hence, a solution that meets both size and power dissipation requirements is preferred.&nbsp;<h2 dir="ltr">Protecting the Device from Faults</h2>Electronic components can occasionally encounter faults. Short-circuit and overcurrent protection circuitry is essential for preventing fire hazards and isolating the power cable from a failed-short device.When the ambient temperature becomes excessive or if there is an overcurrent or some other fault, the overtemperature protection prevents permanent damage by either scaling down the power or shutting down the device completely. Overtemperature protection prevents system overheating and fire hazards. It also ensures that the system operates within its defined temperature limits.Reverse voltage faults occur when the battery gets connected in reverse or the power cable is installed backward. While unlikely to happen, reverse voltage faults usually cause extensive damage to the power cables and electronic devices connected to the cable without proper reverse voltage protection.&nbsp;<h2 dir="ltr">Electronic Solutions by Analog Devices for Powering and Protecting the Vehicular Asset-Tracking Devices</h2>To increase integration and reduce the physical size of the power supply, <a href="https://www.mouser.com/new/maxim-integrated/maxim-himalaya-uslic-power-modules/" target="_blank">Himalaya uSLIC&trade; power modules</a> by Maxim Integrated (a part of Analog Devices) integrate the power inductor and other discrete components with the DC-DC regulator. These easy-to-use, easy-to-design, and quick-time-to-market power module solutions only require an input capacitor, an output capacitor, and an optional soft-start setting capacitor to complete the power solution.&nbsp;The micro-sized system-level Integrated Circuit (uSLIC&trade;) family employs advanced packaging technology to minimize the module footprint. For example, the modules fit a 60V, 300mA power solution into a tiny, 2.6mm x 3mm x 1.5mm power module. This highly efficient synchronous DC-DC buck power module also minimizes heat dissipation in end equipment. The MAXM15062 has a fixed 3.3V output, while the MAXM15063 &nbsp;is similar but with a fixed 5V output. We employ these two modules to power our example asset-tracking/fleet-management device shown in Fig. 4.<img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNjY2NjE3NDYxNDgzLTE2NjY2MTc0NjE0ODMucG5nIiwiZWRpdHMiOnsicmVzaXplIjp7IndpZHRoIjo5NTAsImZpdCI6ImNvdmVyIn19fQ==" class="fr-fic fr-dii">Fig. 2: Maxim Integrated MAX15062 Synchronous Step-Down Converters. Source:&nbsp;<a href="https://www.mouser.com/new/maxim-integrated/maxim-max15062-converter/" rel="noopener noreferrer" target="_blank">Mouser Electronics</a>The MAXM15062/MAXM1563 uSLIC&trade; power module fits the bill here. Total power dissipation employing the uSLIC&trade; power modules provides an 18x power dissipation reduction compared to the LDOs solution. Low power dissipation also means lower system operating temperature and higher long-term reliability.For protecting the asset-tracking device, <a href="https://www.mouser.com/new/maxim-integrated/maxim-max17608-09-10-protectors/" target="_blank">Analog Devices AX17608 60V/1A current limiter</a> is a highly integrated IC that packs all necessary protections into a single, tiny 3mm x 3mm, 12-pin TDFN package.&nbsp;<img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNjY2NjE3NDYxNTMxLTE2NjY2MTc0NjE1MzEucG5nIiwiZWRpdHMiOnsicmVzaXplIjp7IndpZHRoIjo5NTAsImZpdCI6ImNvdmVyIn19fQ==" class="fr-fic fr-dii">Fig. 3: Maxim Integrated MAX17608, MAX17609, &amp; MAX17610 Current Limiters. Source:&nbsp;<a href="https://www.mouser.com/new/maxim-integrated/maxim-max17608-09-10-protectors/" rel="noopener noreferrer" target="_blank">Mouser Electronics</a>Some features of the MAX17608 are:<ul><li dir="ltr">High input voltage tolerance (+4.5V to +60V operating range)</li><li dir="ltr">Reverse voltage protection (tolerates -60V negative input voltage)</li><li dir="ltr">Reverse current protection</li><li dir="ltr">Short-circuit overcurrent protection</li><li dir="ltr">Adjustable OVLO, UVLO, startup current, and forward current limit</li><li dir="ltr">Overtemperature protection</li></ul><img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNjY2NjE3NDYzMTcwLTE2NjY2MTc0NjMxNzAucG5nIiwiZWRpdHMiOnsicmVzaXplIjp7IndpZHRoIjo5NTAsImZpdCI6ImNvdmVyIn19fQ==" class="fr-fic fr-dii">Fig. 4: An asset-tracking device, powered by the MAX17608 protection IC and MAXM15062 and MAXM15063 &nbsp;uSLIC&trade; ICs. Source: Analog Devices<h2 dir="ltr">Conclusion</h2>Vehicular asset-tracking/fleet-management devices are designed to operate from the vehicle&rsquo;s 12V/24V battery system and must fit in small places. They must be robust against transient conditions, including overvoltage, overcurrent, reverse voltage, reverse current, and overtemperature.&nbsp;Highly integrated and efficient uSLIC power modules ensure fit, mitigate thermal dissipation challenges, and enhance the long-term reliability of the device. Highly integrated protection ICs, on the other hand, provide all the necessary protections mentioned above and simplify the design over discrete solutions.&nbsp;This article is based on an <a href="https://www.mouser.com/ebooks/Power-Management-for-all-of-Tomorrows-Innovations" target="_blank">e-book</a> by Mouser and Maxim Integrated (a part of Analog Devices). It has been substantially edited by the Wevolver team and Electrical Engineer <a href="https://www.wevolver.com/profile/ravi.rao" target="_blank">Ravi Y Rao</a>. It&#39;s the sixth article from the Power Management for Tomorrow&rsquo;s Innovations Series. Future articles will introduce readers to some more power management and optimization techniques for modern electronic systems.<hr id="isPasted">The <a href="https://www.wevolver.com/article/power-management-for-tomorrows-innovations" target="_blank">introductory article</a>&nbsp;covered the fundamentals of power electronics, the technology behind highly-efficient power conversion in different electrical/electronic systems.&nbsp;The <a href="https://www.wevolver.com/article/finding-the-sweet-spot-for-flyback-converters-in-electric-vehicles/" target="_blank">first article</a> shares some design techniques for efficient power management in EVs. It covers how manufacturers can build significantly better vehicular electric power systems with systematic planning and innovative power electronic solutions.The <a href="https://www.wevolver.com/article/ultralow-noise-switching-power-supplies-for-reduced-electromagnetic-interference/" target="_blank">second article</a>&nbsp;introduced readers to silent switching and how it prevents EMI at the source, rather than adding shields and filters to the product later.&nbsp;The <a href="https://www.wevolver.com/article/current-sensing-with-digital-power-systems-managers" target="_blank">third article</a>&nbsp;describes current measurement techniques using LTC297x series components by Analog Devices. It presents some application circuits and compares different approaches for current sensing in power electronic converters.The <a href="https://www.wevolver.com/article/selecting-the-best-power-solution-for-radio-frequency-signal-chain-phase-noise-performance" target="_blank">fourth article</a>&nbsp;discussed the problems associated with phase noise and experimentally showcased how power supply designs can be optimized to deal with them.The <a href="https://www.wevolver.com/article/extending-the-battery-life-of-hearables-and-wearables-with-single-inductor-multiple-output-switching-architecture" target="_blank">fifth article</a>&nbsp;featured Single-Inductor Multiple-Output architecture that integrates different power supply functionalities to drastically reduce the overall size and costs for wearables.&nbsp;The&nbsp;<a href="https://www.wevolver.com/article/building-power-and-protection-circuits-for-vehicle-asset-tracking-devices" target="_blank">sixth article</a>&nbsp;describes how vehicular asset-tracking devices are powered with small, efficient power solutions and protected from electrical stresses.The <a href="https://www.wevolver.com/article/power-supply-subsystems-for-remote-patient-vital-sign-monitoring" target="_blank">seventh article</a>&nbsp;explains how designers can implement and validate proven power supply circuits for enabling the reliable operation of healthcare devices.The <a href="https://www.wevolver.com/article/nano-power-converters-for-extending-the-battery-life-of-small-iot-products" id="isPasted" target="_blank">final article</a>&nbsp;dealt with a specific IoT power management solution for small, and portable gadgets. It showcases a nano-Power boost converter that &lsquo;operates on fumes&rsquo; to make the most out of all the available energy.<hr><h2 dir="ltr">About the sponsor: Mouser Electronics</h2>Mouser Electronics is a worldwide leading authorized distributor of semiconductors and electronic components for over 1,100 manufacturer brands. They specialize in the rapid introduction of new products and technologies for design engineers and buyers. Their extensive product offering includes semiconductors, interconnects, passives, and electromechanical components.<img src="https://images.wevolver.com/eyJidWNrZXQiOiJ3ZXZvbHZlci1wcm9qZWN0LWltYWdlcyIsImtleSI6ImZyb2FsYS8xNjY2NjE3NDYxNTc4LTE2NjY2MTc0NjE1NzgucG5nIiwiZWRpdHMiOnsicmVzaXplIjp7IndpZHRoIjo5NTAsImZpdCI6ImNvdmVyIn19fQ==" width="720" height="91" class="fr-fic fr-dii"><h2 dir="ltr">References</h2>[1] Protect and Power Vehicular Asset-Tracking Devices - Application Notes, Maxim Integrated, [Online], Available from:<a data-lf-fd-inspected-kn9eq4roawkarlvp="true" href="https://pdfserv.maximintegrated.com/en/an/an7122-protect-and-power-vehicular-asset-tacking-devices.pdf" target="_blank">https://pdfserv.maximintegrated.com/en/an/an7122-protect-and-power-vehicular-asset-tacking-devices.pdf</a>

Article #6 of Power Management for Tomorrow’s Innovations Series: Power supplies for vehicle asset-tracking devices must be designed to operate at different voltage-current levels, be compact, and offer protection during transients and electrical faults.

Building Power and Protection Circuits for Vehicle Asset-Tracking Devices

Unitree Robotics

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