By Chen-Feng Wu, Yu-Teng Chang, Chih-Yao Lo, Han-Sheng Zhuang (auth.), Zhigang Zeng, Jun Wang (eds.)

ISBN-10: 3642129897

ISBN-13: 9783642129896

This ebook is part of the court cases of the 7th overseas Symposium on Neural Networks (ISNN 2010), hung on June 6-9, 2010 in Shanghai, China. ISNN 2010 obtained a number of submissions from approximately hundreds of thousands of authors in approximately forty nations and areas throughout six continents . in keeping with the rigorous peer-reviews by way of this system committee individuals and the reviewers, 108 high quality papers have been chosen for guides in Lecture Notes in electric Engineering (LNEE) lawsuits. those papers disguise all significant issues of the engineering designs and functions of neural community learn. as well as the contributed papers, the ISNN 2010 technical software integrated 4 plenary speeches by means of Andrzej Cichocki (RIKEN mind technology Institute, Japan), Chin-Teng Lin (National Chiao Tung college, Taiwan), DeLiang Wang (Ohio kingdom collage, USA), Gary G. Yen (Oklahoma nation college, USA).

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2. Structural Diagram of Wavelet Neural Network For N samples of the input and output that is (xt, yt)( t=1, 2, …N), the aim is to u ki , wk , ak , bk and L to make the gt(x) and the yt u is best fitting. The network parameter ki can be optimized by the energy function of make sure the network parameter minimum mean-square error: E = 0 . 5 [y t − g t ( x ) ] 2 t (5) The wavelet basis adopt the Morlet mother wavelet which is : ψ ( T ) = cos( 1 . 75 T ) exp( − 0 . 5 T 2 (6) ) This wavelet is gaussian wave which is cosine modulation, it has high precision and strong antijamming feature.

3405–3409. IEEE Press, Los Alamitos (2004) A Novel Prediction Mechanism with Modified Data Mining Technique 9 3. : Dynamic channel reservation based on mobility in wireless ATM networks. IEEE Communication magazine, 47–51 (1999) 4. : A Strategy for Flexible Channel Assignment in Mobile Communication Systems. IEEE Transactions on Vehicular Technology 37 (1988) 5. : Handover Prediction: User Approach versus Cell Approach. In: Proc. of Mobile and Wireless Communications Network 4th International Workshop, pp.

While the periodic pattern has been detected, the time series prediction step applies it to perform prediction. A Novel Prediction Mechanism with Modified Data Mining Technique 7 For the second case, the simulation results of the second case that is the first case of time series added a little bit of random oscillation is shown in Fig. 4. At the same time 00:08, the same pattern has been detected and the prediction value from compensation step is also replaced by the result of time series prediction step at the following time.

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Advances in Neural Network Research and Applications by Chen-Feng Wu, Yu-Teng Chang, Chih-Yao Lo, Han-Sheng Zhuang (auth.), Zhigang Zeng, Jun Wang (eds.)

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