Title :
The impact of cybernetics on the design of a mobile robot system: a case study
Author :
Arkin, Ronald C.
Author_Institution :
Sch., of Inf. & Comput. Sci., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
The design of an autonomous robot architecture is analyzed in light of the cognitive psychological, neuroscientific, and ethological studies that influenced its development. Motor schema-based navigation and its relationship to models of detour behavior in amphibians is described. Application of the action-perception cycle in the context of action-oriented perception is discussed, with particular emphasis on the role of expectations as focus-of-attention mechanisms. The process of homeostatic control as a means of dynamically modifying motor behavior based on internal sensing is also described. These approaches are substantiated throughout with simulation studies and actual mobile robot experiments
Keywords :
cybernetics; mobile robots; action-perception cycle; amphibians; autonomous robot architecture; cognitive psychology; cybernetics; detour behavior; ethological studies; expectations; focus-of-attention mechanisms; homeostatic control; internal sensing; mobile robot; motor schema-based navigation; neuroscience; Animals; Biological systems; Cognitive robotics; Computer aided software engineering; Cybernetics; Intelligent robots; Mobile robots; Motor drives; Navigation; Psychology;
Journal_Title :
Systems, Man and Cybernetics, IEEE Transactions on