Title :
Receiver design for MIMO-OFDM transmission over time variant channels
Author :
Al-Naffouri, T.Y. ; Awoniyi, O. ; Oteri, O. ; Paulraj, A.
Author_Institution :
Dept. of Electr. Eng., Stanford Univ., CA, USA
fDate :
29 Nov.-3 Dec. 2004
Abstract :
The paper considers a receiver design for space-time block coded MIMO-OFDM transmission over frequency selective time-variant channels. The receiver employs the expectation-maximization (EM) algorithm for joint channel and data recovery. It makes collective use of the data and channel constraints that characterize the communication problem. The data constraints include pilots, the finite alphabet constraint, and space-time block coding. The channel constraints include the finite delay spread and frequency and time correlation. The receiver employs an EM-based Kalman filter for channel estimation. The receiver is able to recover the channel (which varies from one space-time block to the next) and the data with no latency and to reduce the number of pilots needed. Simulations show that the receiver outperforms other least-squares based iterative receivers.
Keywords :
Kalman filters; MIMO systems; OFDM modulation; block codes; channel estimation; delays; iterative methods; optimisation; radio receivers; space-time codes; time-varying channels; Kalman filter; MIMO-OFDM transmission; channel constraints; channel estimation; data constraints; expectation-maximization algorithm; finite delay spread; frequency selective channels; least-squares based iterative receivers; receiver design; space-time block coding; space-time codes; time variant channels; Channel estimation; Delay; Information systems; Iterative algorithms; Laboratories; MIMO; Maximum likelihood decoding; Maximum likelihood estimation; OFDM; Parameter estimation;
Conference_Titel :
Global Telecommunications Conference, 2004. GLOBECOM '04. IEEE
Print_ISBN :
0-7803-8794-5
DOI :
10.1109/GLOCOM.2004.1378454