TY - GEN
T1 - Distortion metrics of composite channels with receiver side information
AU - Liang, Yifan
AU - Goldsmith, Andrea
AU - Effros, Michelle
PY - 2007
Y1 - 2007
N2 - We consider transmission of stationary ergodic sources over non-ergodic composite channels with channel state information at the receiver (CSIR). Previously we introduced alternative capacity definitions to Shannon capacity, including outage and expected capacity. These generalized definitions relax the constraint of Shannon capacity that all transmitted information must be decoded at the receiver. In this work alternative endto-end distortion metrics such as outage and expected distortion are introduced to relax the constraint that a single distortion level has to be maintained for all channel states. Through the example of transmission of a Gaussian source over a slow-fading Gaussian channel, we illustrate that the end-to-end distortion metrics dictate whether the source and channel coding can be separated for a communication system. We also show that the source and channel need to exchange information through an appropriate interface to facilitate separate encoding and decoding.
AB - We consider transmission of stationary ergodic sources over non-ergodic composite channels with channel state information at the receiver (CSIR). Previously we introduced alternative capacity definitions to Shannon capacity, including outage and expected capacity. These generalized definitions relax the constraint of Shannon capacity that all transmitted information must be decoded at the receiver. In this work alternative endto-end distortion metrics such as outage and expected distortion are introduced to relax the constraint that a single distortion level has to be maintained for all channel states. Through the example of transmission of a Gaussian source over a slow-fading Gaussian channel, we illustrate that the end-to-end distortion metrics dictate whether the source and channel coding can be separated for a communication system. We also show that the source and channel need to exchange information through an appropriate interface to facilitate separate encoding and decoding.
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U2 - 10.1109/ITW.2007.4313135
DO - 10.1109/ITW.2007.4313135
M3 - Conference contribution
AN - SCOPUS:46749134864
SN - 1424415640
SN - 9781424415649
T3 - 2007 IEEE Information Theory Workshop, ITW 2007, Proceedings
SP - 559
EP - 564
BT - 2007 IEEE Information Theory Workshop, ITW 2007, Proceedings
T2 - 2007 IEEE Information Theory Workshop, ITW 2007
Y2 - 2 September 2007 through 6 September 2007
ER -