Low Complexity Iterative Receiver Design for Shallow Water Acoustic Channels

An adaptive iterative receiver structure for the shallow underwater acoustic channel (UAC) is proposed using a decision feedback equalizer (DFE) and employing bit-interleaved coded modulation with iterative decoding (BICM-ID) in conjunction with adaptive Doppler compensation. Experimental results ob...

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Main Authors: J. A. Neasham, B. S. Sharif, C. C. Tsimenidis, C. P. Shah
Format: Article
Language:English
Published: SpringerOpen 2010-01-01
Series:EURASIP Journal on Advances in Signal Processing
Online Access:http://dx.doi.org/10.1155/2010/590458
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spelling doaj-acb941dd2a234dbb979edc12034fc9822020-11-24T22:09:09ZengSpringerOpenEURASIP Journal on Advances in Signal Processing1687-61721687-61802010-01-01201010.1155/2010/590458Low Complexity Iterative Receiver Design for Shallow Water Acoustic ChannelsJ. A. NeashamB. S. SharifC. C. TsimenidisC. P. ShahAn adaptive iterative receiver structure for the shallow underwater acoustic channel (UAC) is proposed using a decision feedback equalizer (DFE) and employing bit-interleaved coded modulation with iterative decoding (BICM-ID) in conjunction with adaptive Doppler compensation. Experimental results obtained from a sea trial demonstrate that the proposed receiver not only reduces inherent problem of error propagation in the DFE but also improves its convergence, carrier phase tracking, and Doppler estimation. Furthermore, simulation results are carried out on UAC, modelled by utilizing geometrical modelling of the water column that exhibits Rician statistics and a long multipath spread resulting in severe frequency selective fading and intersymbol interference (ISI). It has been demonstrated that there is a practical limit on the number of feedback taps that can be employed in the DFE and data recovery is possible even in cases where the channel impulse response (CIR) is longer than the span of the DFE. The performance of the proposed receiver is approximately within 1 dB of a similar system employing DFE and turbo code, however, at a significantly reduced computational complexity and memory requirements, making our system attractive for real-time implementation. http://dx.doi.org/10.1155/2010/590458
collection DOAJ
language English
format Article
sources DOAJ
author J. A. Neasham
B. S. Sharif
C. C. Tsimenidis
C. P. Shah
spellingShingle J. A. Neasham
B. S. Sharif
C. C. Tsimenidis
C. P. Shah
Low Complexity Iterative Receiver Design for Shallow Water Acoustic Channels
EURASIP Journal on Advances in Signal Processing
author_facet J. A. Neasham
B. S. Sharif
C. C. Tsimenidis
C. P. Shah
author_sort J. A. Neasham
title Low Complexity Iterative Receiver Design for Shallow Water Acoustic Channels
title_short Low Complexity Iterative Receiver Design for Shallow Water Acoustic Channels
title_full Low Complexity Iterative Receiver Design for Shallow Water Acoustic Channels
title_fullStr Low Complexity Iterative Receiver Design for Shallow Water Acoustic Channels
title_full_unstemmed Low Complexity Iterative Receiver Design for Shallow Water Acoustic Channels
title_sort low complexity iterative receiver design for shallow water acoustic channels
publisher SpringerOpen
series EURASIP Journal on Advances in Signal Processing
issn 1687-6172
1687-6180
publishDate 2010-01-01
description An adaptive iterative receiver structure for the shallow underwater acoustic channel (UAC) is proposed using a decision feedback equalizer (DFE) and employing bit-interleaved coded modulation with iterative decoding (BICM-ID) in conjunction with adaptive Doppler compensation. Experimental results obtained from a sea trial demonstrate that the proposed receiver not only reduces inherent problem of error propagation in the DFE but also improves its convergence, carrier phase tracking, and Doppler estimation. Furthermore, simulation results are carried out on UAC, modelled by utilizing geometrical modelling of the water column that exhibits Rician statistics and a long multipath spread resulting in severe frequency selective fading and intersymbol interference (ISI). It has been demonstrated that there is a practical limit on the number of feedback taps that can be employed in the DFE and data recovery is possible even in cases where the channel impulse response (CIR) is longer than the span of the DFE. The performance of the proposed receiver is approximately within 1 dB of a similar system employing DFE and turbo code, however, at a significantly reduced computational complexity and memory requirements, making our system attractive for real-time implementation.
url http://dx.doi.org/10.1155/2010/590458
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AT cctsimenidis lowcomplexityiterativereceiverdesignforshallowwateracousticchannels
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