%0 Journal Article
%T Autonomous navigation control for mobile robots based on emotion and environment cognition<br>基于情感与环境认知的移动机器人自主导航控制
%A ZHANG Hui-di
%A LIU Shi-rong
%A <br>张惠娣
%A 刘士荣
%J 控制理论与应用
%D 2008
%I 
%X A new autonomous navigation control system for mobile robots is presented, in which the learning and decision making model based on emotion and cognition is introduced into the control architecture of behavior-based robot system. Dynamic system approach is applied to design the basic behaviors. Continuous environment perceptions are classified into categories by Adaptive Resonance Theory-2 (ART2) networks, which are used as the environmental cognitive states in learning and decision making. Rational behavior-coordination mechanism is developed by the on-line learning of emotion and environmental cognitive. Simulations have demonstrated that the emotion and environmental cognition can obviously improve the efficiency of the learning and decision making process, and enhance the capability of autonomous navigation in behavior-based robot system under unknown environment.
%K mobile robot
%K emotion
%K cognition
%K ART2 networks
%K behavior coordination
%K autonomous navigation<br>移动机器人
%K 情感
%K 认知
%K ART2神经网络
%K 行为协调
%K 自主导航
%U http://www.alljournals.cn/get_abstract_url.aspx?pcid=5B3AB970F71A803DEACDC0559115BFCF0A068CD97DD29835&cid=8240383F08CE46C8B05036380D75B607&jid=970898A57DFC021F93AB51667BAED7F7&aid=831C4619E542F9FF640195343CA0E9A1&yid=67289AFF6305E306&vid=C5154311167311FE&iid=B31275AF3241DB2D&sid=342E193BAB6B28C5&eid=E5E53C81AEB35E6C&journal_id=1000-8152&journal_name=控制理论与应用&referenced_num=0&reference_num=13