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A Neural Network Selection Approach of Constructing Ensemble Based on CS Algorithm
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作者 Jun Hua tiecheng song +3 位作者 Jing Hu Yu Jiang Shidong Liu Jinghong Guo 《信息工程期刊(中英文版)》 2015年第1期1-6,共6页
关键词 神经网络集成 CS算法 网络选择 推广能力 选择算法 运行效率 数据集 稳定性
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Study and simulation of video communications under wireless environment based on blind source separation
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作者 Jie GUO Lianfeng SHEN +1 位作者 tiecheng song Zhihui YE 《Frontiers of Electrical and Electronic Engineering in China》 CSCD 2008年第4期418-424,共7页
A new scheme is proposed to separate several compressed video signals transferred in multiple wireless channels using the blind source separation method.The scheme selects IEEE 802.11b and XVID compression as the wire... A new scheme is proposed to separate several compressed video signals transferred in multiple wireless channels using the blind source separation method.The scheme selects IEEE 802.11b and XVID compression as the wireless communications channel and MPEG-4 video compression,respectively.A simulation model is then made for the video communications under a wireless environment.The model can separate several video sig-nals using blind source separation.Simulations show that the normalized whiten plus cyclic whiten based on cyclo-stationary(NWCW-CS)algorithm based upon the cyclo-stationary characteristics of signals has the best separation performance and fast convergence.Besides,the algorithm can solve the mixing of video signals.The image of the transferred video signals decompressed by XVID is nearly consistent with the source ones.The new method meets the requirement of real-time video communications. 展开更多
关键词 blind source separation CYCLOSTATIONARY VIDEO MPEG-4 wireless local area network
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