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OALib Journal期刊
ISSN: 2333-9721
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Wireless Ad Hoc netwrok performance evaluation by IWPA and SVMDT
改进小波包结合支持向量机分类器的无线Ad Hoc网络性能评价

Keywords: SA,IWPA,SVMDT,RBF
改进小波包
,SVM决策树,径向基神经网,模拟退火算法

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Abstract:

Improved wavelet packet analysis and support vector machine were used to evaluate the performance of wireless Ad Hoc network. Experimental results show that the performance of Improved Wavelet Packet Analysis (IWPA) is much better than Wavelet Packet Analysis (WPA) and WT (wavelet transform). And the method of SVMDT is superior to RBF SA (simulated annealing). That IWPA combines SVMDT can get the best effect.

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