Title :
Design of Linear Dispersion Codes for Practical MIMO-OFDM Systems
Author :
Venturino, Luca ; Prasad, Narayan ; Wang, Xiaodong ; Madihian, Mohammad
Author_Institution :
DAEIMI Dept., Univ. degli Studi di Cassino
fDate :
6/1/2007 12:00:00 AM
Abstract :
In this work, we consider the problem of designing space-time-frequency linear dispersion (LD) codes in wideband multiple-input multiple-output (MIMO) antenna systems employing orthogonal-frequency-division-multiplexing (OFDM). Three criteria are presented and discussed in detail, which involve: 1) minimizing the average uncoded block error rate, 2) maximizing the ergodic mutual information, and 3) a two-step procedure considering the optimization of the ergodic mutual information as well as the average uncoded block error rate, respectively. For any set of subcarriers, any number of OFDM symbol intervals, any number of transmit/receive antennas and any statistical fading channel model, the corresponding optimized LD code matrices are numerically computed via a stochastic gradient descent algorithm assuming either maximum likelihood or linear zero-forcing decoding. As an application of the proposed criteria, code design examples are presented for practical next-generation communication systems which operate over a realistic 3GPP spatial channel model. The robustness of the resulting codes over several operating conditions is comprehensively demonstrated via numerical simulations
Keywords :
3G mobile communication; MIMO communication; OFDM modulation; antenna arrays; error statistics; gradient methods; linear codes; matrix algebra; maximum likelihood decoding; space-time codes; stochastic processes; 3GPP spatial channel model; LD code matrices; MIMO-OFDM systems; ergodic mutual information; linear zero-forcing decoding; maximum likelihood decoding; multiple-input multiple-output antenna systems; orthogonal-frequency-division-multiplexing; receive antennas; space-time-frequency linear dispersion codes; statistical fading channel model; stochastic gradient descent algorithm; transmit antennas; uncoded block error rate; Broadband antennas; Error analysis; Fading; MIMO; Maximum likelihood decoding; Mutual information; OFDM; Receiving antennas; Robustness; Stochastic processes; 3GPP spatial channel model (SCM); LD codes; frequency-selective channels; multiple-input multiple-output orthogonal-frequency-division-multiplexing (MIMO-OFDM); stochastic approximation; subcarrier grouping;
Journal_Title :
Selected Topics in Signal Processing, IEEE Journal of
DOI :
10.1109/JSTSP.2007.897059