Title :
Turbo equalization for doubly-selective MIMO fading channels using exponential basis models
Author :
Kim, Hyosung ; Tugnait, Jitendra K.
Author_Institution :
Dept. of Electr. & Comput. Eng., Auburn Univ., Auburn, AL, USA
Abstract :
We present an adaptive soft-input soft-output (SISO) turbo equalization receiver for doubly-selective multiple-input-multiple-output (MIMO) channels. The proposed receiver exploits the complex exponential basis expansion model (CE-BEM) for the overall channel variations, and an autoregressive (AR) model for the BEM coefficients. We extend an existing single-user turbo equalization approach based on symbol-wise AR modeling of channels to multiuser/MIMO channels based on BEMs. Simulation examples demonstrate that our CE-BEM-based approach has superior performance over a symbol-wise AR model-based turbo equalizer.
Keywords :
MIMO communication; autoregressive processes; fading channels; radio receivers; adaptive soft-input soft-output turbo equalization receiver; autoregressive model; complex exponential basis expansion model; doubly-selective MIMO fading channels; exponential basis models; multiple-input-multiple-output channels; Adaptive equalizers; Adaptive filters; Channel estimation; Fading; Finite impulse response filter; Frequency; Kalman filters; MIMO; Modulation coding; Time-varying channels;
Conference_Titel :
Signal Processing Advances in Wireless Communications, 2009. SPAWC '09. IEEE 10th Workshop on
Conference_Location :
Perugia
Print_ISBN :
978-1-4244-3695-8
Electronic_ISBN :
978-1-4244-3696-5
DOI :
10.1109/SPAWC.2009.5161739