First published July 20, 2023, on Knowable Magazine.
Deep Underground, Robotic Teamwork Saves the Day
منبع: https://www.qualitydigest.com/inside/innovation-article/deep-underground-robotic-teamwork-saves-day-082323.html
Innovation
Deep Underground, Robotic Teamwork Saves the Day
Deploying a motley crew of robots that can roll, walk, and fly is a smart strategy for search-and-rescue operations
Despite the robot dog falling over onto its side while walking over a pile of rubble—a moment that became internet-famous—New York mayor Eric Adams called the robots a success, saying they had ensured there were no overlooked survivors while helping keep human rescuers safe.
“There’s definitely lots more work that can and needs to be done,” Orekhov says. “But at the same time, we’ve seen the ability of the teams advanced so rapidly that even now, with their current capabilities, they’re able to make a significant difference in real-life environments.”
Such teams of robots could be useful in other challenging environments, such as caves or mines where it can be difficult for rescuers to find and reach survivors. In cities, collapsed buildings and underground sites such as subways or utility tunnels often have hazardous areas where human rescuers can’t be sure of the dangers.
In fact, the human operator can become the weak link. In one effort, a CSIRO robot wouldn’t enter a corridor, even though an unexplored area lay beyond it. The human operator took over and steered the robot through—but it turned out that the corridor had an incline that was too steep for the robot to manage. The robot knew that, but the human didn’t.
One team, from Australia’s Commonwealth Scientific and Industrial Research Organisation (CSIRO), took this further by designing its robots to make decisions cooperatively, says Navinda Kottege, a CSIRO roboticist who led the effort. The robots themselves decided which tasks to undertake—whether to map a room, explore a corridor, or drop a communications node in a particular spot.
“The human support could kind of mark out an area in the map, and say, ‘This is a high-priority area, you need to go and look in that area,’” Kottege says. “This was very different from them picking up a joystick and trying to control the robots.”
A team of robots also allows for different instruments to be used. Some robots might carry lights, others radar, sonar, or thermal imaging tools. This diversity enables different robots to see under varied conditions of light or dust. All of the robots, working together, provide the humans that deploy them with a constantly growing map of the space they are working in.
One solution is to make sure the robots can communicate with one another. That allows a robot that’s gone deeper and lost radio contact with the surface to potentially relay messages through other robots that are still in touch. Robots could also extend the communications range by dropping portable radio relays, sometimes called “bread crumbs,” while on the move, making it easier to stay in contact with the controller and other robots.
Soon, rescuers may be able to call on a much more sophisticated robotic search-and-rescue response. Researchers are developing teams of flying, walking, and rolling robots that can cooperate to explore areas that no one robot could navigate on its own. And they are giving robots the ability to communicate with one another and make many of their own decisions independent of their human controller.
Despite these difficulties, roboticists have made progress, says Orekhov, who co-authored an overview of their efforts in the 2023 Annual Review of Control, Robotics, and Autonomous Systems.
There are still problems to overcome, Orekhov notes. For example, during the competition, many robots broke down or got stuck and needed to be hauled off the course after the event. After just an hour, most teams had only one or two functioning robots left.
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One promising strategy is to use a mix of robots, with some combination of treads, wheels, rotors and legs, to navigate the different spaces. Each type of robot has its own unique set of strengths and weaknesses. Wheeled or treaded robots can carry heavy payloads, and they have big batteries that allow them to operate for a long time. Walking robots can climb stairs or tiptoe over loose rubble. And flying robots are good at mapping out big spaces quickly.
Ideally, underground robots should be able to explore autonomously, allowing them to work even when rock or other materials block radio contact with the surface. This video shows how robots can search and map an unknown space on their own and move through it safely. (Warning: This video has flashing lights.) Credit: Kostas Alexis.
DARPA challenged robotics researchers to develop teams of robots that could explore a complex underground space. Here’s a legged robot from the winning team, shown exploring a tunnel. Its legs cross uneven terrain more easily than previous versions.
Participants in the DARPA challenge used teams of robots to explore a varied underground space that included tunnels, caves, and urban spaces such as subway stations. Credit: DARPA.
The U.S. government’s Defense Advanced Research Projects Agency (DARPA) challenged robotics researchers to develop teams of robots that could explore a complex underground space. Here’s a legged robot from the winning team, shown exploring a tunnel. Its legs enable it to cross uneven terrain more easily. Credit: Robotic Systems Lab, Legged Robotics at Eth Zurich.
Even when communication is maintained, though, the demands of operating several robots at once can overwhelm a single person. To solve that problem, researchers are working on giving the robots autonomy to cooperate with one another.
The teams that performed best at this task were those that gave the robots some autonomy, says Orekhov. When robots lost touch with one another and their human operator, they could explore on their own for a certain amount of time, then return to radio range and communicate what they had found.
To correct the problem, the team built a control system that lets the human operator decide on overall strategy, such as which parts of the course to prioritize, and then trusts the robots to make the on-the-ground decisions about how to get it done.
When a Manhattan parking garage collapsed in April 2023, rescuers were reluctant to stay in the damaged building, fearing further danger. So they used a combination of flying drones and a doglike walking robot to inspect the damage, look for survivors, and make sure the site was safe for human rescuers to return.
Published: Wednesday, August 23, 2023 – 12:02