Biomimetic whiskers for shape recognition
Robotics and Autonomous Systems
Mapping with sparse local sensors and strong hierarchical priors
TAROS'11 Proceedings of the 12th Annual conference on Towards autonomous robotic systems
Whisker-based texture discrimination on a mobile robot
ECAL'05 Proceedings of the 8th European conference on Advances in Artificial Life
Towards hierarchical blackboard mapping on a whiskered robot
Robotics and Autonomous Systems
Efficient coding in the whisker system: biomimetic pre-processing for robots?
Living Machines'13 Proceedings of the Second international conference on Biomimetic and Biohybrid Systems
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CrunchBot is a robot platform for developing models of tactile perception and navigation. We present the architecture of Crunch-Bot, and show why tactile navigation is difficult. We give novel real-time performance results from components of a tactile navigation system and a description of how they may be integrated at a systems level. Components include floor surface classification, radial distance estimation and navigation. We show how tactile-only navigation differs fundamentally from navigation tasks using vision or laser sensors, in that the assumptions about the data preclude standard algorithms (such as extended Kalman Filters) and require brute-force methods.