Emotional robot head based on an emotional energy model
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摘要: 首先以心理動力學中的心理能量概念為基礎,分析了情感能量以及表示情感狀態的相關參數.然后根據情感能量守恒定律,研究了情感能量分配結構的數學表示方法和情感能量分配模型,進一步分析了情緒狀態的變化過程,提出了情緒狀態刺激轉移過程的隱馬爾可夫鏈及其模型算法;利用MATLAB建立相關情感狀態變化的仿真研究平臺,進一步研究了情感狀態的變化規律.最后根據以上情感模型及其變化規律構建出表情機器頭的綜合研究平臺,仿真結果與機器頭實驗數據的一致,驗證了仿真模型的有效性.Abstract: Emotional energy and related parameters describing emotional state were analyzed based on the psychological energy of psycho-dynamics. An emotional energy distributing configuration model and an emotional state probability description space were studied according to the energy balance law. The hidden Markov chain algorithm of excitation transition process was implemented to specify emotional state transferring process. By means of MATLAB simulation, the changing law of emotional state was further studied. Finally, a comprehensive research platform of emotional robot heads was built. It was also found that the results simulated by the emotional energy model were in perfect agreement with the experimental ones of an emotional robot head, demonstrating the validity of the model.
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