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Radial Basis Function Network Assisted Wide-Band Beamforming

Radial Basis Function Network Assisted Wide-Band Beamforming
Radial Basis Function Network Assisted Wide-Band Beamforming
In this paper we present a novel Radial Basis Function Network (RBFN) assisted wide-band beamformer which is based on the derivation of the Bayesian detector. The proposed receiver structure significantly outperforms conventional linear wide-band beamformers in terms of the achievable angular resolution and thus the receiver is capable of supporting a higher number of users. For the further enhancement of the BER performance and for the sake of complexity reduction a decision feedback aided RBF scheme is proposed.
266-270
Wolfgang, A.
e87811dd-7028-4ac3-90cc-62003ff22202
Chen, S.
ac405529-3375-471a-8257-bda5c0d10e53
Hanzo, L.
66e7266f-3066-4fc0-8391-e000acce71a1
Wolfgang, A.
e87811dd-7028-4ac3-90cc-62003ff22202
Chen, S.
ac405529-3375-471a-8257-bda5c0d10e53
Hanzo, L.
66e7266f-3066-4fc0-8391-e000acce71a1

Wolfgang, A., Chen, S. and Hanzo, L. (2004) Radial Basis Function Network Assisted Wide-Band Beamforming. IEEE VTC'04 (Fall), United States. 26 - 29 Sep 2004. pp. 266-270 .

Record type: Conference or Workshop Item (Paper)

Abstract

In this paper we present a novel Radial Basis Function Network (RBFN) assisted wide-band beamformer which is based on the derivation of the Bayesian detector. The proposed receiver structure significantly outperforms conventional linear wide-band beamformers in terms of the achievable angular resolution and thus the receiver is capable of supporting a higher number of users. For the further enhancement of the BER performance and for the sake of complexity reduction a decision feedback aided RBF scheme is proposed.

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More information

Published date: 2004
Additional Information: Event Dates: 26-29 September 2004
Venue - Dates: IEEE VTC'04 (Fall), United States, 2004-09-26 - 2004-09-29
Organisations: Southampton Wireless Group

Identifiers

Local EPrints ID: 260311
URI: https://eprints.soton.ac.uk/id/eprint/260311
PURE UUID: 486b6bb9-859f-4fd6-ad29-5fcb3935e2a3
ORCID for L. Hanzo: ORCID iD orcid.org/0000-0002-2636-5214

Catalogue record

Date deposited: 02 Mar 2005
Last modified: 20 Jul 2019 01:26

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