Title :
Structure variable multi-sensoric supervisory control of human interactive robots
Author :
Giesen, K. ; Deutscher, R. ; Milighetti, G. ; Frey, Ch.W. ; Kuntze, H.-B.
Author_Institution :
Fraunhofer Inst. for Inf. & Data Process., Karlsruhe, Germany
Abstract :
A new structure variable NF based supervisory control concept for advanced multi-sensory robots (humanoid robots) is presented. It relies on a reliable identification of the actual process phases or fault cases. A dynamic reconfiguration of optimal situation-specific sub-controllers is activated for each process phase and fault scenario identified by means of a heuristic fuzzy logic mode selector. Initial results with its implementation within the framework of the on-going German Humanoid Robot Project is also reported.
Keywords :
fault tolerance; fuzzy control; fuzzy logic; fuzzy neural nets; humanoid robots; sensor fusion; German Humanoid Robot Project; fault tolerance; heuristic fuzzy logic mode selector; human interactive robot; humanoid robot; neuro fuzzy control; structure variable multisensoric supervisory control; Fault diagnosis; Force control; Fuzzy control; Human robot interaction; Humanoid robots; Noise measurement; Robot control; Robot sensing systems; Sensor systems; Supervisory control;
Conference_Titel :
Control Applications, 2004. Proceedings of the 2004 IEEE International Conference on
Print_ISBN :
0-7803-8633-7
DOI :
10.1109/CCA.2004.1387490