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Coded Modulation Assisted Radial Basis Function Aided Turbo Equalisation for Dispersive Rayleigh Fading Channels

Ng, S. X., Yee, M. S. and Hanzo, L. (2004) Coded Modulation Assisted Radial Basis Function Aided Turbo Equalisation for Dispersive Rayleigh Fading Channels IEEE Transactions on Wireless Communications, 3, (6), pp. 2198-2206.

Record type: Article

Abstract

In this contribution a range of Coded Modulation (CM) assisted Radial Basis Function (RBF) based Turbo Equalisation (TEQ) schemes are investigated when communicating over dispersive Rayleigh fading channels. Specifically, 16QAM based Trellis Coded Modulation (TCM), Turbo TCM (TTCM), Bit-Interleaved Coded Modulation (BICM) and iteratively decoded BICM (BICM-ID) are evaluated in the context of an RBF based TEQ scheme and a reduced-complexity RBF based In-phase/Quadrature-phase (I/Q) TEQ scheme. The Least Mean Square (LMS) algorithm was employed for channel estimation, where the initial estimation step-size used was 0.05, which was reduced to 0.01 for the second and the subsequent TEQ iterations. The achievable coding gain of the various CM schemes was significantly increased, when employing the proposed RBF-TEQ or RBF-I/Q-TEQ rather than the conventional non-iterative Decision Feedback Equaliser~(DFE). Explicitly, the reduced-complexity RBF-I/Q-TEQ-CM achieved a similar performance to the full-complexity RBF-TEQ-CM, while attaining a significant complexity reduction. The best overall performer was the RBF-I/Q-TEQ-TTCM scheme, requiring only 1.88~dB higher SNR at BER=10$^{-5}$, than the identical throughput 3~BPS uncoded 8PSK scheme communicating over an AWGN channel. The coding gain of the scheme was 16.78~dB.

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Published date: November 2004
Keywords: RBF, I/Q, TEQ, CM, TCM, TTCM, BICM, BICM-ID
Organisations: Southampton Wireless Group

Identifiers

Local EPrints ID: 261596
URI: https://eprints.soton.ac.uk/id/eprint/261596
PURE UUID: d7ec9968-b722-4f49-88d7-08be0c067188
ORCID for S. X. Ng: orcid.org/0000-0002-0930-7194
ORCID for L. Hanzo: orcid.org/0000-0002-2636-5214

Catalogue record

Date deposited: 25 Nov 2005

Contributors

Author: S. X. Ng
Author: M. S. Yee
Author: L. Hanzo

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