Title :
An information theoretic foundation of synchronized detection
Author :
Baltersee, Jens ; Fock, Gunnar ; Meyr, Heinrich
Author_Institution :
Inst. for Integrated Syst. in Signal Process., Technische Hochschule Aachen, Germany
fDate :
12/1/2001 12:00:00 AM
Abstract :
The constrained capacity of a coherent coded modulation (CM) digital communication system with data-aided channel estimation and a discrete, equiprobable symbol alphabet is derived under the assumption that the system operates on a flat fading channel and uses an interleaver to combat the bursty nature of the channel. It is shown that linear minimum mean square error channel estimation directly follows from the derivation and links average mutual information to the channel dynamics. Based on the assumption that known training symbols are transmitted, the achievable rate of the system is optimized with respect to the amount of training information needed. Furthermore, the results are compared to the additive white Gaussian noise channel, and the case when ideal channel state information is available at the receiver
Keywords :
AWGN channels; channel capacity; fading channels; least mean squares methods; modulation coding; optimisation; parameter estimation; signal detection; synchronisation; AWGN channel; additive white Gaussian noise channel; channel capacity; channel dynamics; coherent coded modulation; constrained capacity; data-aided channel estimation; digital communication system; discrete symbol alphabet; equiprobable symbol alphabet; flat fading channel; ideal channel state information; information theory; linear MMSE channel estimation; minimum mean square error; mutual information; receiver; synchronized detection; training symbols; AWGN; Additive white noise; Channel capacity; Channel estimation; Channel state information; Decoding; Fading; Mean square error methods; Modulation coding; Mutual information;
Journal_Title :
Communications, IEEE Transactions on