Abstract

Iterative decoding is an effective technique to approach the channel capacity for very large block sizes with enough iterations. However, due to the limitation of bandwidth and delay, small blocks of data are much more commonly applied in practical communications, and low iteration counts are usually preferred for both decoding complexity and delay consideration. In such cases, the design rules of near capacity decoding—which is generally asymptotic with respect to the block size—may cause inferior performance. To overcome this problem for 8-phase shift keying (8PSK) modulated variable length codes (VLCs), an irregular mapping scheme for the transmission system of bit-interleaved coded modulation with iterative decoding (BICM-ID) is studied in this paper. A submapping searching algorithm and an irregular mapping optimization algorithm are proposed aiming at maximizing the extrinsic mutual information after a target number of iterations. Simulation results show that for small data block size with a low iteration count, our scheme has advantages with respect to the existing near capacity systems optimized by the asymptotic tools.

Highlights

  • Variable length codes (VLCs) were originally proposed for entropy coding, and have been widely applied in a variety of audio and video compression standards

  • When bandwidth-efficient modulations, e.g., 8-phase shift keying (8PSK) or M-ary quadrature amplitude modulation (QAM), are used for communication, the noisesusceptible characteristic of these high-order modulations will be adverse to correct decoding of variable length data

  • We derive an irregular mapping scheme for 8PSK modulated VLC in a small block bit-interleaved coded modulation with iterative decoding (BICM-ID) system, Dai et al EURASIP Journal on Wireless Communications and Networking (2015) 2015:123 and show its coding gain over the existing near capacity systems optimized by standard asymptotic tools

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Summary

Introduction

Variable length codes (VLCs) were originally proposed for entropy coding, and have been widely applied in a variety of audio and video compression standards. To improve the robustness of VLCs, reversible variable length codes (RVLCs) [1,2,3] were proposed and studied to mitigate the impact of synchronization loss by bidirectional decoding. Another class of robust VLCs focus on the free distance of the codewords, just like the channel codes do, and that is why they are called variable length error-correcting codes (VLECs) [2,4,5]. We derive an irregular mapping scheme for 8PSK modulated VLC in a small block BICM-ID system, Dai et al EURASIP Journal on Wireless Communications and Networking (2015) 2015:123 and show its coding gain over the existing near capacity systems optimized by standard asymptotic tools.

System overview
Backgrounds on the classification of mappings for 8PSK
Conclusions
A Appendix
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