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.
9310a111-f79a-48b8-98c7-383ca93cbb80
Hanzo, L.
66e7266f-3066-4fc0-8391-e000acce71a1
2004
Wolfgang, A.
e87811dd-7028-4ac3-90cc-62003ff22202
Chen, S.
9310a111-f79a-48b8-98c7-383ca93cbb80
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), Los Angeles, United States.
26 - 29 Sep 2004.
.
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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aw-sqc-lh-sept04-vtcfall.pdf
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Published date: 2004
Additional Information:
Event Dates: 26-29 September 2004
Venue - Dates:
IEEE VTC'04 (Fall), Los Angeles, United States, 2004-09-26 - 2004-09-29
Organisations:
Southampton Wireless Group
Identifiers
Local EPrints ID: 260311
URI: http://eprints.soton.ac.uk/id/eprint/260311
PURE UUID: 486b6bb9-859f-4fd6-ad29-5fcb3935e2a3
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Date deposited: 02 Mar 2005
Last modified: 18 Mar 2024 02:33
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Contributors
Author:
A. Wolfgang
Author:
S. Chen
Author:
L. Hanzo
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