DocumentCode
2812341
Title
Equalization in faded wireless channels using ANN and coding
Author
Baruah, Bidyut Bikash ; Sarma, Kandarpa Kumar
Author_Institution
Deptt. of Electron. & Commun. Technol., Gauhati Univ., Guwahati, India
fYear
2011
fDate
22-24 April 2011
Firstpage
374
Lastpage
378
Abstract
Artificial Neural Network (ANN) based equalization and channel coding has been performed jointly to minimize Inter Symbol Interference (ISI) and noise over multipath faded channel. Further ANN equalization has been compared with a non-ANN MMSE equalizer to compare its performance and along with them (7, 4) Hamming coding is used for more minimization of the noise disturbances so as to achieve a superior BER values for the system. The designed ANN-based equalizer is tested over fading channel with a BPSK signal.
Keywords
Hamming codes; fading channels; intersymbol interference; noise; ANN; BPSK signal; Hamming coding; artificial neural network; channel coding; equalization; faded wireless channels; inter symbol interference; noise disturbances; noise over multipath faded channel; Artificial neural networks; Bit error rate; Encoding; Equalizers; Fading; Training; Wireless communication; ANN; Hamming Code; ISI; MMSE;
fLanguage
English
Publisher
ieee
Conference_Titel
Emerging Trends in Networks and Computer Communications (ETNCC), 2011 International Conference on
Conference_Location
Udaipur
Print_ISBN
978-1-4577-0239-6
Type
conf
DOI
10.1109/ETNCC.2011.6255924
Filename
6255924
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