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Author:

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

Indexed by:

CPCI-S EI Scopus

Abstract:

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.

Keyword:

RBFNN channel estimation frequency selective fading OFDM

Author Community:

  • [ 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

Reprint Author's Address:

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

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Source :

INFORMATION TECHNOLOGY APPLICATIONS IN INDUSTRY, PTS 1-4

ISSN: 1660-9336

Year: 2013

Volume: 263-266

Page: 1142-1149

Language: English

Cited Count:

WoS CC Cited Count: 2

SCOPUS Cited Count: 2

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 6

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