Application of Adaptive Noise Cancellation with ANFIS Based on GA
Yaming Zhang · Computer Technology and Development · 2007
Application of adaptive noise cancellation with ANFIS based on GA is presented,explains its main idea and the implementation procedure of the algorithm.The neural network is based five layer ANFIS network,the study of the parameters of subjection function of the foregoing part of the fuzzy rulers adopts adaptive GA,avoiding the shortcoming of BP algorithm which is easy to fall to part optimum and can get the whole optimum.With BP algorithm regulates and optimizes the joint value of the conclusion part of the fuzzy rulers,which has the partial characteristic.Its application result indicates this method is validity,with faster simulation rate,less error,and the rate of noise filter reaches expected value.