Reduced Complexity In-phase/Quadrature-phase Turbo Equalisation Using Radial Basis Functions
Reduced Complexity In-phase/Quadrature-phase Turbo Equalisation Using Radial Basis Functions
A novel reduced complexity Radial Basis Function (RBF) neural network based equaliser, referred to as the In-phase/Quadrature-phase RBF Equaliser (I/Q-RBF-EQ), is proposed. The I/Q-RBF-EQ is employed in the context of turbo equalisation (TEQ) assisted by iterative channel estimation. The performance of the I/Q-RBF-TEQ is characterized in a noise limited environment over an equally weighted, symbol-spaced three-path Rayleigh fading channel. The I/Q-RBF-TEQ achieved the same performance as the conventional turbo equaliser, while achieving a complexity reduction by a factor of 1.5 and 109.6 for 4-QAM and 16-QAM, respectively.
1395-1399
Yee, M.S.
cc253102-2741-4359-9806-3f919e717b51
Yeap, B.L.
235ca05f-15be-46ae-952f-604b15dbf849
Hanzo, L.
66e7266f-3066-4fc0-8391-e000acce71a1
May 2001
Yee, M.S.
cc253102-2741-4359-9806-3f919e717b51
Yeap, B.L.
235ca05f-15be-46ae-952f-604b15dbf849
Hanzo, L.
66e7266f-3066-4fc0-8391-e000acce71a1
Yee, M.S., Yeap, B.L. and Hanzo, L.
(2001)
Reduced Complexity In-phase/Quadrature-phase Turbo Equalisation Using Radial Basis Functions.
VTC'2001 (Spring), , Rhodes, Greece.
06 - 09 May 2001.
.
Record type:
Conference or Workshop Item
(Paper)
Abstract
A novel reduced complexity Radial Basis Function (RBF) neural network based equaliser, referred to as the In-phase/Quadrature-phase RBF Equaliser (I/Q-RBF-EQ), is proposed. The I/Q-RBF-EQ is employed in the context of turbo equalisation (TEQ) assisted by iterative channel estimation. The performance of the I/Q-RBF-TEQ is characterized in a noise limited environment over an equally weighted, symbol-spaced three-path Rayleigh fading channel. The I/Q-RBF-TEQ achieved the same performance as the conventional turbo equaliser, while achieving a complexity reduction by a factor of 1.5 and 109.6 for 4-QAM and 16-QAM, respectively.
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Published date: May 2001
Additional Information:
Abstract page 118 CD Rom, Paper 364. Event Dates: 6-9 May 2001 Organisation: IEEE Address: Rhodes, Greece
Venue - Dates:
VTC'2001 (Spring), , Rhodes, Greece, 2001-05-06 - 2001-05-09
Organisations:
Southampton Wireless Group
Identifiers
Local EPrints ID: 258238
URI: http://eprints.soton.ac.uk/id/eprint/258238
PURE UUID: 5c3e4696-e29f-438f-9ff2-fc4d3c0399a0
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Date deposited: 08 Jan 2004
Last modified: 18 Mar 2024 02:33
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Contributors
Author:
M.S. Yee
Author:
B.L. Yeap
Author:
L. Hanzo
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