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A primer on equalization, decoding and non-iterative joint equalization and decoding

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posted on 2023-05-17, 20:41 authored by Myburgh, HC, Jan OlivierJan Olivier
In this article, a general model for non-iterative joint equalization and decoding is systematically derived for use in systems transmitting convolutionally encoded BPSK-modulated information through a multipath channel, with and without interleaving. Optimal equalization and decoding are discussed first, by presenting the maximum likelihood sequence estimation and maximum a posteriori probability algorithms and relating them to equalization in single-carrier channels with memory, and to the decoding of convolutional codes. The non-iterative joint equalizer/decoder (NI-JED) is then derived for the case where no interleaver is used, as well as for the case when block interleavers of varying depths are used, and complexity analyses are performed in each case. Simulation results are performed to compare the performance of the NI-JED to that of a conventional turbo equalizer (CTE), and it is shown that the NI-JED outperforms the CTE, although at much higher computational cost. This article serves to explain the state-of-the-art to students and professionals in the field of wireless communication systems, presenting these fundamental topics clearly and concisely.

History

Publication title

EURASIP Journal on Advances in Signal Processing

Volume

79

Pagination

1-23

ISSN

1687-6180

Department/School

School of Engineering

Publisher

Springer

Place of publication

Europe

Rights statement

Copyright 2013 Myburgh and Olivier

Repository Status

  • Open

Socio-economic Objectives

Expanding knowledge in engineering

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