Iterative MLSE for MIMO underwater acoustic channels

Fengzhong Qu, Xiang Chen, Pan Deng, Liuqing Yang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

Multi-input multi-output (MIMO) is an attractive solution to high data rate underwater acoustic communications (UAC) with limited bandwidth. However, the long delay spread characteristic of UAC channels makes the equalization challenging for those MIMO schemes. Although maximum likelihood sequence estimation (MLSE) is known to be optimum and is intensively used in many terrestrial wireless applications, it is not applicable for UAC channels since the computational complexity of MLSE increases exponentially with the number of channel taps. This paper presents an iterative reduced state MLSE scheme for MIMO UAC by taking advantage of the inherent line-ofsight feature of UAC channels. The proposed scheme spans the MLSE state space only from the dominant UAC channel taps and iteratively eliminates the residual inter-symbol interference (ISI) caused by the weak taps. Both Viterbi algorithm (VA) and sphere decoder (SD) are adopted in the proposed iterative MLSE. Analytical and numerical results are given to evaluate the performance of this scheme. Sea experiment results are also provided to further verify the performance of our proposed scheme. The proposed approach achieves 1.07% uncoded bit error rate (BER) with 2 transducers in SPACE08 sea experiment at a 1000m distance.

Original languageEnglish (US)
Title of host publicationMTS/IEEE Seattle, OCEANS 2010
DOIs
StatePublished - 2010
Externally publishedYes
EventMTS/IEEE Seattle, OCEANS 2010 - Seattle, WA, United States
Duration: Sep 20 2010Sep 23 2010

Publication series

NameMTS/IEEE Seattle, OCEANS 2010

Conference

ConferenceMTS/IEEE Seattle, OCEANS 2010
CountryUnited States
CitySeattle, WA
Period9/20/109/23/10

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