Title :
The development of a robot terrain interaction system for walking machines
Author :
Caurin, G. ; Tschichold-Gürman, N.
Author_Institution :
Inst. of Robotics, Eidgenossische Tech. Hochschule, Zurich, Switzerland
Abstract :
This paper presents a system which performs soil analysis and uses the acquired data to generate optimal step pattern and foot hold performances with respect to the terrain conditions. This approach also provides solutions for critical situations when the robot foot already slips or undergoes excessive sinkage. For soil analysis using the robot foot, a new sensor was developed and successfully implemented. This sensor is able to measure the relative movement between the foot and the ground. The soil properties are exploited using conventional control system optimization processes combined with fuzzy logic and neural networks. To serve as a test-bed for experiments, a half scale model of the walking machine RoboTRAC was constructed
Keywords :
fuzzy logic; mobile robots; neural nets; optimisation; path planning; RoboTRAC; control system optimization; excessive sinkage; foot hold performances; fuzzy logic; neural networks; optimal step pattern; relative movement; robot terrain interaction system; slips; soil analysis; terrain conditions; walking machines; Control systems; Foot; Legged locomotion; Motion measurement; Pattern analysis; Performance analysis; Process control; Robot sensing systems; Soil measurements; Soil properties;
Conference_Titel :
Robotics and Automation, 1994. Proceedings., 1994 IEEE International Conference on
Conference_Location :
San Diego, CA
Print_ISBN :
0-8186-5330-2
DOI :
10.1109/ROBOT.1994.351224