A statistical discrete-time model is proposed for simulating wideband multiple-input multiple-output (MIMO) fading channels which are triply selective due to angle spread, Doppler spread, and delay spread. The new discrete-time MIMO channel model includes the combined effects of the transmit filter, physical MIMO multipath channel fading, and receive filter, and it has the same sampling period as that of the MIMO receiver. This leads to very efficient simulation of physical continuous-time MIMO channels. A new method is also presented to efficiently generate the MIMO channel stochastic coefficients. The statistical accuracy of the discrete-time MIMO channel model is rigorously verified through theoretical analysis and extensive simulations in different conditions. The high computational efficiency of the discrete-time MIMO channel model is illustrated by comparing it to that of the continuous-time MIMO channel model. The new model is further employed to evaluate the channel capacity of MIMO systems in a triply selective Rayleigh fading environment. The simulation results reveal some interesting effects of spatial correlations, multipaths, and number of antennas on the MIMO channel capacity.
C. Xiao et al., "A Discrete-Time Model for Triply Selective MIMO Rayleigh Fading Channels," IEEE Transactions on Wireless Communications, Institute of Electrical and Electronics Engineers (IEEE), Jan 2004.
The definitive version is available at http://dx.doi.org/10.1109/TWC.2004.833444
Electrical and Computer Engineering
Keywords and Phrases
Discrete-Time Channel Model; Doppler Spread; MIMO; MIMO Channel Stochastic Coefficient; MIMO Receiver; MIMO Systems; Rayleigh Channels; Rayleigh Fading; WSSUS; Broadband Networks; Cellular Radio; Channel; Channel Capacity; Continuous-Time Channel Model; Delay Spread; Discrete Time Filters; Multipath Channel Fading; Multipath Channels; Multiple-Input Multiple-Output; Multiple-Input Multiple-Output Multipath Channel Capacity; Radio Receivers; Receive Filter; Sampling Period; Signal Sampling; Statistical Analysis; Statistical Discrete-Time Model; Stochastic Processes; Transmit Filter; Triply Selective MIMO Rayleigh Fading Channels; Triply Selective Fading; Wide-Sense Stationary Uncorrelated Scattering; Wideband Multiple Input Multiple Output; Wireless Cellular Communication
International Standard Serial Number (ISSN)
Article - Journal
© 2004 Institute of Electrical and Electronics Engineers (IEEE), All rights reserved.