Title :
On the mutual information of time reversal for non-stationary channels
Author :
Setlur, Pawan ; Devroye, Natasha
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Illinois at Chicago, Chicago, IL, USA
Abstract :
Time-reversal (TR) techniques have been shown to lead to gains in detection and enable super-resolution focusing. These gains have thus far mainly been demonstrated for time invariant channels, where the channel remains constant between the initial and time-reversed signal transmissions. Here, we are interested in determining whether TR techniques may be beneficial in time-varying channels. We approach this problem by comparing the mutual information between the channel and the received signals over two time slots of a radar system which does / does not use TR. Besides evaluating this mutual information, and showing that for this setup it is equal to directed information which might be of interest in feedback-like channels, we also provide a low-rank interpretation of this mutual information for Gaussian channels. Numerical evaluations suggest that if the channels are non-stationary yet correlated, TR may still provide information gains over non time-reversed systems.
Keywords :
Gaussian channels; radar; radar signal processing; wireless channels; Gaussian channels; TR techniques; directed information; feedback-like channels; mutual information; nonstationary channels; radar system; time invariant channels; time reversal; time-reversed signal transmissions; time-varying channels; Abstracts; Signal to noise ratio; Mutual Information; Radar; Stochastic time-varying channel; Time reversal; non-stationary channel;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference on
Conference_Location :
Vancouver, BC
DOI :
10.1109/ICASSP.2013.6638377