TY - GEN
T1 - Distortion exponent of MIMO fading channels
AU - Gunduz, Deniz
AU - Erkip, Elza
PY - 2006
Y1 - 2006
N2 - In this paper, we consider transmission of a continuous amplitude source over a quasi-static MIMO Rayleigh fading channel. The performance metric is end-to-end distortion of the source caused both by the lossy compression and the channel errors. We are interested in the high SNR behavior expressed in the distortion exponent, which is the exponential decay rate of the average end-to-end distortion as a function of SNR. Our goal is to maximize this distortion exponent by considering joint source and channel coding techniques. We provide digital strategies that utilize layered source coding coupled with multi-rate channel coding either by progressive or by superposition transmission, as well as a hybrid digital-analog scheme. When either the transmitter or the receiver has one antenna, we show that we are able to achieve the optimal distortion exponent.
AB - In this paper, we consider transmission of a continuous amplitude source over a quasi-static MIMO Rayleigh fading channel. The performance metric is end-to-end distortion of the source caused both by the lossy compression and the channel errors. We are interested in the high SNR behavior expressed in the distortion exponent, which is the exponential decay rate of the average end-to-end distortion as a function of SNR. Our goal is to maximize this distortion exponent by considering joint source and channel coding techniques. We provide digital strategies that utilize layered source coding coupled with multi-rate channel coding either by progressive or by superposition transmission, as well as a hybrid digital-analog scheme. When either the transmitter or the receiver has one antenna, we show that we are able to achieve the optimal distortion exponent.
UR - http://www.scopus.com/inward/record.url?scp=33751034699&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=33751034699&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:33751034699
SN - 142440035X
SN - 9781424400355
T3 - 2006 IEEE Information Theory Workshop, ITW 2006
SP - 136
EP - 140
BT - 2006 IEEE Information Theory Workshop, ITW 2006
T2 - 2006 IEEE Information Theory Workshop, ITW 2006
Y2 - 13 March 2006 through 17 March 2006
ER -