DocumentCode
538926
Title
Two New Weight Initialization Strategies of LMS Adaptive Linear Equalizer in Underwater Acoustic Communication
Author
Wang, Jing ; Fang, Dong ; Huang, Haining ; Guan, Jing
Author_Institution
Inf. Coll., Yunnan Univ., Kunming, China
Volume
2
fYear
2010
fDate
16-17 Dec. 2010
Firstpage
303
Lastpage
307
Abstract
Underwater acoustic (UWA) communication is a cross subject of the communication technology and underwater acoustic signal processing technology, which is very valuable in military and civil applications. But the multipath effect of UWA channel leads to inter symbol interference (ISI) more than hundreds of code intervals, so it is necessary to apply an equalizer to eliminate the ISI in the receiving unit. This paper proposes two new weight initialization strategies for the least mean square (LMS) adaptive linear equalizer due to the bad performance with all zero initialization algorithm. Both the two new strategies improve the equalization performance of LMS adaptive linear equalizer and reduce the error code rate of the UWA communication system greatly.
Keywords
acoustic signal processing; equalisers; error correction codes; least mean squares methods; underwater acoustic communication; UWA channel; error code rate reduction; inter symbol interference; least mean square adaptive linear equalizer; underwater acoustic signal processing technology; weight initialization strategy; zero initialization algorithm; Equalizers; Least squares approximation; Mean square error methods; Phase shift keying; Simulation; Underwater acoustics; Vectors; LMS adaptive linear equalizer; Underwater Acoustic (UWA) Communication; inter symbol interference (ISI); weight initialization;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Systems (GCIS), 2010 Second WRI Global Congress on
Conference_Location
Wuhan
Print_ISBN
978-1-4244-9247-3
Type
conf
DOI
10.1109/GCIS.2010.172
Filename
5709274
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