4.7 Article

Analysis and Design of Partially Information- and Partially Parity-Coupled Turbo Codes

期刊

IEEE TRANSACTIONS ON COMMUNICATIONS
卷 69, 期 4, 页码 2107-2122

出版社

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TCOMM.2021.3052227

关键词

Spatial coupling; turbo codes; density evolution

资金

  1. Australian Research Council [DP 190101363, LP 170101196]
  2. Swedish Research Council [2016-04253]

向作者/读者索取更多资源

This paper studies partially information- and partially parity-coupled turbo codes, which allow flexible code rate adjustment by varying the coupling ratio while maintaining the encoding and decoding architectures of the component codes unchanged. The proposed codes exhibit close-to-capacity performance for a wide range of code rates, with decoding performance improving as the coupling memory increases. Specifically, the partially parity-coupled turbo codes achieve thresholds within 0.0002 of the BEC capacity for rates ranging from 1/3 to 9/10, providing an attractive approach for constructing rate-compatible capacity-approaching channel codes.
In this paper, we study a class of spatially coupled turbo codes, namely partially information- and partially parity-coupled turbo codes. This class of codes enjoy several advantages such as flexible code rate adjustment by varying the coupling ratio and the encoding and decoding architectures of the underlying component codes can remain unchanged. For this work, we first provide the construction methods for partially coupled turbo codes with coupling memory m and study the corresponding graph models. We then derive the density evolution equations for the corresponding ensembles on the binary erasure channel to precisely compute their iterative decoding thresholds. Rate-compatible designs and their decoding thresholds are also provided, where the coupling and puncturing ratios are jointly optimized to achieve the largest decoding threshold for a given target code rate. Our results show that for a wide range of code rates, the proposed codes attain close-to-capacity performance and the decoding performance improves with increasing the coupling memory. In particular, the proposed partially parity-coupled turbo codes have thresholds within 0.0002 of the BEC capacity for rates ranging from 1/3 to 9/10, yielding an attractive way for constructing rate-compatible capacity-approaching channel codes.

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