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作者:

He, Xiaowei (He, Xiaowei.) | Yang, Ruizhe (Yang, Ruizhe.) | Zhang, Jie (Zhang, Jie.) | Zhang, Yanhua (Zhang, Yanhua.) (学者:张延华)

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CPCI-S EI Scopus

摘要:

For OFDM system, we proposed a channel estimation method based on radial basis function neural network (RBFNN). The neural network with Gaussian basis function is established according to the pilot pattern, where the network parameters are obtained by training channel response of pilot subcarriers as objective values for input samples. With the established network, channel coefficients of non-pilot subcarriers can be predicted. The simulation results indicate that the proposed algorithm performs well in OFDM systems under Rayleigh multipath fading channel.

关键词:

channel estimation frequency selective fading OFDM RBFNN

作者机构:

  • [ 1 ] [He, Xiaowei]Beijing Univ Technol, Coll Elect Informat & Control Engn, Beijing, Peoples R China
  • [ 2 ] [Yang, Ruizhe]Beijing Univ Technol, Coll Elect Informat & Control Engn, Beijing, Peoples R China
  • [ 3 ] [Zhang, Jie]Beijing Univ Technol, Coll Elect Informat & Control Engn, Beijing, Peoples R China
  • [ 4 ] [Zhang, Yanhua]Beijing Univ Technol, Coll Elect Informat & Control Engn, Beijing, Peoples R China

通讯作者信息:

  • [He, Xiaowei]Beijing Univ Technol, Coll Elect Informat & Control Engn, 100 Pingleyuan St, Beijing, Peoples R China

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来源 :

INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY, PTS 1-4

ISSN: 1660-9336

年份: 2013

卷: 263-266

页码: 1142-1149

语种: 英文

被引次数:

WoS核心集被引频次: 2

SCOPUS被引频次: 2

ESI高被引论文在榜: 0 展开所有

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中文被引频次:

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