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. In, IEEE VTC'05 (Spring), Clarion Hotel, Stockholm, Sweden, 30 May - 01 Jun 2005. , 1552-1556.
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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 |
| Divisions: | Faculty of Physical and Applied Science > Electronics and Computer Science > Comms, Signal Processing & Control |
| Item ID: | 261623 |
| Date Deposited: | 05 Dec 2005 |
| Last Modified: | 02 Mar 2012 00:18 |
| Contributors: | Wolfgang, A. (Author) Chen, S. (Author) Hanzo, L. (Author) |
| Date: | 2005 |
| Additional Information: | Event Dates: May 30 - June 1, 2005 |
| Status: | Published |
| Further Information: | Google Scholar |
| ISI Citation Count: | 0 |
| URI: | http://eprints.soton.ac.uk/id/eprint/261623 |
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