Title :
Neural Control of an Underactuated Biped Robot
Author :
Sadati, Nasser ; Hamed, Kaveh Akbari
Author_Institution :
Dept. of Electr. Eng., Sharif Univ. of Technol., Tehran
Abstract :
According to the fact that humans and animals show marvelous capacities in walking on irregular terrain, there is a strong need for adaptive algorithms in walking of biped robots to behave like them. Since the stance leg can easily rise from the ground, the problem of controlling the biped robots is difficult. In other words, the biped walkers have fewer actuators than the degrees of freedom. So they are underactuated mechanical systems. In this paper according to the humans and animals locomotion algorithms, the stability of an underactuated biped walker having point feet is investigated by central pattern generators. For tuning the parameters of the CPG, an effective energy based consideration is used. This robot model in single support phase is a mechanical system with one degree of underactuation. Reflexes from musculoskeletal system to CPG are modeled by tonic stretch reflex terms and nonlinear terms, where these reflexes act as a feedback loop. Also according to the dynamics of the muscles, proportional (P) controllers are used at joints for tracking
Keywords :
adaptive control; feedback; legged locomotion; motion control; neurocontrollers; nonlinear control systems; proportional control; robot dynamics; stability; adaptive algorithm; feedback loop; musculoskeletal system; neural control; nonlinear system; pattern generation; proportional controllers; robot dynamics; robot locomotion; stability; tonic stretch reflex; underactuated biped robot; underactuated mechanical systems; walking robot; Actuators; Adaptive algorithm; Animals; Humanoid robots; Humans; Leg; Legged locomotion; Mechanical systems; Robot control; Stability; Biped robots; Central pattern generator; Feedback network; Underactuated mechanical system;
Conference_Titel :
Humanoid Robots, 2006 6th IEEE-RAS International Conference on
Conference_Location :
Genova
Print_ISBN :
1-4244-0200-X
Electronic_ISBN :
1-4244-0200-X
DOI :
10.1109/ICHR.2006.321334