DocumentCode :
2438607
Title :
On the effective spatio-temporal rank of wireless communication channels
Author :
Dietrich, Frank ; Utschick, Wolfgang
Author_Institution :
Inst. for Circuit Theor. & Signal Process., Munich Univ. of Technol., Germany
Volume :
5
fYear :
2002
fDate :
15-18 Sept. 2002
Firstpage :
1982
Abstract :
We consider the following receiver architecture for a wireless communication link with one transmit and multiple receive antennas: spatial and temporal rank reduction based on long-term (average) spatio-temporal channel properties followed by space-time processing using maximum-likelihood estimates of the channel coefficients. Receivers based on this architecture use e.g. a temporal or spatio-temporal Rake, beamspace processing, or eigenvalue decomposition. Their performance critically depends on a good choice of the spatio-temporal rank. We define the effective spatio-temporal rank based on the mean square error (MSE) of the receiver´s reduced rank channel estimate. Thus, we can determine the optimum rank and get an analytical insight in the fundamental trade-offs involved, when designing such systems. Using this criterion we discuss under which conditions beamforming is optimal compared to diversity combining.
Keywords :
array signal processing; channel estimation; diversity reception; eigenvalues and eigenfunctions; maximum likelihood estimation; mean square error methods; mobile radio; optimisation; radio receivers; receiving antennas; space-time adaptive processing; spread spectrum communication; transmitting antennas; MSE; Rake receiver; beamforming; beamspace processing; channel coefficients; diversity combining; effective spatio-temporal rank; eigenvalue decomposition; long-term channel properties; maximum-likelihood estimates; mean square error; multiple receive antennas; optimum rank; performance; rank reduction; receiver architecture; reduced rank channel estimate; space-time processing; transmit antennas; wireless communication channels; wireless communication link; Array signal processing; Bit error rate; Channel estimation; Circuit theory; Diversity reception; Mean square error methods; RAKE receivers; Signal processing; Space technology; Wireless communication;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Personal, Indoor and Mobile Radio Communications, 2002. The 13th IEEE International Symposium on
Print_ISBN :
0-7803-7589-0
Type :
conf
DOI :
10.1109/PIMRC.2002.1046491
Filename :
1046491
Link To Document :
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