Radial Basis Function Aided Space-Time Equalization in Dispersive Fading Uplink Environments


Wolfgang, A., Chen, S. and Hanzo, L. (2005) Radial Basis Function Aided Space-Time Equalization in Dispersive Fading Uplink Environments At IEEE VTC'05 (Spring), Sweden. 30 May - 01 Jun 2005. , pp. 1552-1556.

Download

[img] PDF vtc-s-05-wch.pdf - Other
Download (1MB)

Description/Abstract

A novel Radial Basis Function Network (RBFN) assisted Decision-Feedback aided Space-Time Equalizer (DF-STE) designed for receivers employing multiple antennas is proposed. The Bit Error Rate (BER) perfonnance of the RBFN aided DF-STE is evaluated when communicating over correlated Rayleigh fading channels, whose Channel Impulse Response (CIR) is estimated using a Kalman filtering based channel estimator. The proposed receiver structure outperforms the linear Minimun Mean-Squared Error benchmarker and it is less sensitive to both error propagation and channel estimation errors.

Item Type: Conference or Workshop Item (Paper)
Additional Information: Event Dates: May 30 - June 1, 2005
Venue - Dates: IEEE VTC'05 (Spring), Sweden, 2005-05-30 - 2005-06-01
Organisations: Southampton Wireless Group
ePrint ID: 261623
Date :
Date Event
2005Published
Date Deposited: 05 Dec 2005
Last Modified: 17 Apr 2017 21:55
Further Information:Google Scholar
URI: http://eprints.soton.ac.uk/id/eprint/261623

Actions (login required)

View Item View Item