Title :
Optimized Delay Diversity for Suboptimum Equalization
Author :
Yiu, Simon ; Schober, Robert ; Gerstacker, Wolfgang H.
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of British Columbia, Vancouver, BC
Abstract :
The optimization of delay diversity (DD) for linear equalization (LE) and decision-feedback equalization (DFE) is presented. The general case of transmission over a correlated multiple-input-multiple-output frequency-selective fading channel is considered. The proposed optimization requires the knowledge of the statistical properties of the wireless channel at the transmitter, but channel state information is only required at the receiver side. Based on an approximation of the bit error rate for LE and DFE, a stochastic gradient algorithm for optimization of the DD transmit filters is derived. Simulation results for the Global System for Mobile Communications (GSM)/Enhanced Data Rates for GSM Evolution system show significant performance gains of the proposed optimized DD scheme over the DD schemes reported by Gore et al. (Proc. IEEE Inter. Conf. Commun., 2002) and Hehn et al. (IEEE Trans. Wireless Commun., vol. 4, p. 2289, 2005) if LE and DFE are used at the receiver
Keywords :
MIMO systems; cellular radio; decision feedback equalisers; diversity reception; error statistics; fading channels; gradient methods; stochastic processes; DD transmit filter optimization; GSM evolution system; Global System for Mobile Communications; bit error rate approximation; channel state information; correlated multiple-input-multiple-output channel; decision-feedback equalization; enhanced data rate; frequency-selective fading channel; linear equalization; optimized delay diversity; stochastic gradient algorithm; suboptimum equalization; wireless channel statistical properties; Approximation algorithms; Bit error rate; Channel state information; Decision feedback equalizers; Delay; Frequency-selective fading channels; GSM; MIMO; Stochastic processes; Transmitters; Decision-feedback equalization (DFE); delay diversity (DD); frequency-selective fading channel; linear equalization (LE); multiple-input–multiple-output (MIMO) systems; stochastic gradient (SG) algorithm;
Journal_Title :
Vehicular Technology, IEEE Transactions on
DOI :
10.1109/TVT.2006.878725