Title :
Mutual information with filterbank equalization for MIMO frequency selective channels
Author :
Vijaya Krishna, A. ; Shashank, V.
Author_Institution :
Dept. of ECE, P.E.S. Inst. of Technol., Bangalore, India
Abstract :
The use of multiple antennas at both the transmitter and receiver is well motivated by the substantial performance gains that can be realized, both in terms of an increase in achievable data rate and a decrease in error rate. The achievable data rate is characterized by the mutual information of the channel. In case of frequency selective multiple input multiple output (MIMO) channels, expressions for mutual information are obtained by using a block transmission model. In this paper, we consider a filterbank equalization framework, which is an attractive alternative to the block processing approach. We derive expressions for mutual information with the minimum mean-squared error (MMSE) filterbank receiver, for both joint detection and symbol-wise detection. It is shown that the filterbank approach provides much better information rates than the block processing approach. Simulation results are provided to validate our analysis.
Keywords :
MIMO communication; antenna arrays; channel bank filters; equalisers; least mean squares methods; wireless channels; MIMO frequency selective channels; MMSE filterbank receiver; block processing approach; block transmission model; filterbank equalization; joint detection; minimum mean-squared error; multiple antennas; multiple input multiple output channels; mutual information; symbol-wise detection; Delay; Equalizers; Fading; Joints; MIMO; Mutual information; Receivers;
Conference_Titel :
Communications (NCC), 2011 National Conference on
Conference_Location :
Bangalore
Print_ISBN :
978-1-61284-090-1
DOI :
10.1109/NCC.2011.5734765