Title :
Visual Navigation and Target Tracking Based on Dynamic Approach
Author :
Yang Shiqiang ; Weiping Fu
Author_Institution :
Fac. of Mech. & Precision Instrum. Eng., Xi´an Univ. of Technol., Xi´an
Abstract :
Two behavioral modes of mobile robot: head for target behavior which is a point attractor and obstacle avoidance behavior which is a point repeller, are constructed based on the stability theory of nonlinear differential dynamical system. An intelligent robot behavioral dynamic navigation model is established based on dynamic approach, which is integrated both target navigation behavior and obstacle avoidance behavior. In this model, according to the variation of working environment, the robot could realize the competition between behavioral modes via adjusting coefficients of each behavioral mode. The mobile robot navigation based on this model is simulated by computer and its feasibility is proved. The results show that the model can meet the navigation needs in complicated unknown environment.
Keywords :
collision avoidance; intelligent robots; mobile robots; nonlinear control systems; nonlinear differential equations; nonlinear dynamical systems; robot dynamics; robot vision; stability; target tracking; dynamic navigation model; intelligent robot; mobile robot; nonlinear differential dynamical system; obstacle avoidance behavior; point attractor; point repeller; stability theory; target tracking; visual navigation; Cognitive robotics; Computational modeling; Intelligent robots; Mobile robots; Navigation; Nonlinear dynamical systems; Path planning; Robot kinematics; Robot sensing systems; Target tracking;
Conference_Titel :
Intelligent Systems and Applications, 2009. ISA 2009. International Workshop on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-3893-8
Electronic_ISBN :
978-1-4244-3894-5
DOI :
10.1109/IWISA.2009.5073233