Proceedings of the ISCIE International Symposium on Stochastic Systems Theory and its Applications
Online ISSN : 2188-4749
Print ISSN : 2188-4730
第34回ISCIE「確率システム理論と応用」国際シンポジウム(2002年10-11月, 福岡)
Prediction Method of Response Probability Distribution for Environmental Acoustic System Based on a Model-Adaptive Identification
Yoshifumi FujitaMitsuo Ohta
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2003 年 2003 巻 p. 54-59

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For the evaluation of actual environmental acoustic systems between inside and outside of the room, a new method predicting its system response probability distribution is proposed. More concretely, first, the extended regression functions (of involution) of the output on intensity scale are introduced as the system model matched to the prediction. To identify these system parameters, the recursive algorithm based on the criteria that there remains only accidental fluctuation in the model error when they are chosen optimally is newly derived. Since the parameters of the general form of the conditional probability distribution conditioned by input are determined, the expression of the probability distribution of the output without contamination of background noise derived from this can be employed for prediction with a new input. Finally, the proposed method is experimentally confirmed by applying it to actual indoor-outdoor acoustic system.
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© 2003 ISCIE Symposium on Stochastic Systems Theory and Its Applications
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