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Emotional Gait Generation for a Humanoid Robot 被引量:1

Emotional Gait Generation for a Humanoid Robot
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摘要 In this paper, an emotional mathematical model and affective state probability description space of a humanoid robot are set up on the basis of psycho-dynamics' psychological energy and affective energy conservation law. The emotional state transferring process and hidden Markov chain algorithm of stimulating transition process are then studied. The simulation results show that the mathematical model is applicable to the authentic affective state change rule of human beings. Finally, the gait generation experiment results of control signal and electric current tracking wave-form are presented to demonstrate the validity of the proposed mathematical model. In this paper, an emotional mathematical model and affective state probability description space of a humanoid robot are set up on the basis of psycho-dynamics' psychological energy and affective energy conservation law. The emotional state transferring process and hidden Markov chain algorithm of stimulating transition process are then studied. The simulation results show that the mathematical model is applicable to the authentic affective state change rule of human beings. Finally, the gait generation experiment results of control signal and electric current tracking wave-form are presented to demonstrate the validity of the proposed mathematical model.
出处 《International Journal of Automation and computing》 EI 2010年第1期64-69,共6页 国际自动化与计算杂志(英文版)
基金 supported by National High Technology Research and Development Program of China (863 Program)(No.2007AA04Z218)
关键词 Emotional mathematical model humanoid robot hidden Markov chain stimulating transition process gait generation. Emotional mathematical model, humanoid robot, hidden Markov chain, stimulating transition process, gait generation.
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