Joint blind frequency-domain equalization and decoding for rateless underwater acoustic communication

被引:2
|
作者
Liu, Zhiyong [1 ]
Ke, Miao [1 ]
Tan, Zhoumei [1 ]
机构
[1] Harbin Inst Technol Weihai, Sch Informat Sci & Engn, Weihai 264209, Peoples R China
基金
中国国家自然科学基金;
关键词
Underwater acoustic communication; Variable frequency-domain tap-length; LT coding; Joint blind frequency-domain equalization; and rateless decoding; Steady-state mean square error; TURBO EQUALIZATION; MODULATION;
D O I
10.1016/j.apacoust.2021.108497
中图分类号
O42 [声学];
学科分类号
070206 ; 082403 ;
摘要
To increase bandwidth efficiency and adapt to the bandwidths of different underwater acoustic channels (UAC), a joint blind frequency-domain equalization (BFE) and rateless decoding approach for underwater acoustic communication is proposed. Considering the complexity and improving the equalization perfor-mance, a variable frequency-domain tap-length linear BFE (VFTL-LBFE) is firstly proposed. In contrast to the existing approaches, the VFTL-LBFE can dynamically adjust the frequency-domain tap-length accord-ing to the specific UAC. Then, to increase the bandwidth efficiency and better utilize the different band-widths, a joint VFTL-BFE and rateless decoding (JVFTL-BFE-RD) approach is proposed. To process the feedback soft information from the rateless decoder, the LBFE is revised to decision feedback structure. In the process of obtaining feedback soft information from rateless decoding, unlike the existing approaches, the proposed approach does not need to know the noise variance. Therefore, an iterative loop is formed, through exchanging log-likelihood information between the BFE and the rateless decoder, the detection performance can be significantly improved by the iterative process, as a result, the communi-cation efficiency can be further improved. The simulation results verify the practicability and show that the proposed method has superiorities over the existing approaches. (c) 2021 Elsevier Ltd. All rights reserved.
引用
收藏
页数:9
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