Science · 2023 · 37 citations · 32 references
EngineeringMechanical EngineeringRobotics EngineeringRobot DesignRobot KinematicsRoboticsBioinspired LocomotionLegged LocomotionLegged Robot ControlLegged RoboticsMobile Robot LocomotionWheeled LocomotionInformation TransmissionLegged Mobile RobotsLegged Robot LocomotionLocomotionRobotic LocomotionSpatial RedundancyTransport In MatterWheeled Robot Locomotion
Whereas the transport of matter by wheeled vehicles or legged robots can be guaranteed in engineered landscapes such as roads or rails, locomotion prediction in complex environments such as collapsed buildings or crop fields remains challenging. Inspired by the principles of information transmission, which allow signals to be reliably transmitted over "noisy" channels, we developed a "matter-transport" framework that demonstrates that noninertial locomotion can be provably generated over noisy rugose landscapes (heterogeneities on the scale of locomotor dimensions). Experiments confirm that sufficient spatial redundancy in the form of serially connected legged robots leads to reliable transport on such terrain without requiring sensing and control. Further analogies from communication theory coupled with advances in gaits (coding) and sensor-based feedback control (error detection and correction) can lead to agile locomotion in complex terradynamic regimes.
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A Mathematical Theory of Communication
Claude E. Shannon · Bell System Technical Journal · 1948 · 80.7K citations
BigDog, the Rough-Terrain Quadruped Robot
Marc H. Raibert, Kevin Blankespoor, Gabriel M. Nelson et al. · IFAC Proceedings Volumes · 2008 · 1.5K citations
Learning quadrupedal locomotion over challenging terrain
Science Robotics · 2020 · 1K citations · Full text