Ecole d'ingénieur et centre de recherche en Sciences du numérique

Distortion outage analysis for joint space-time coding and kalman filtering

Parseh, Reza ; Kansanen, Kimmo ; Slock, Dirk TM

IEEE Transactions on Signal Processing, Vol. 65, Issue: 9, May 1, 2017

In this paper, we consider the scenario of transmitting a first-order Gauss-Markov vector signal over a multi-input multi-output (MIMO) Rayleigh nonfrequency selective fading channel. The signal is reconstructed at the receiver side with the help of a Kalman filter in order to minimize the mean squared error. Orthogonal space time codes are utilized in order to increase the quality of estimation and mitigate the destructing effects of the fading channel. As a criterion for estimation quality assessment, we use the distortion outage probability. We first obtain upper and lower bounds for the outage probability as a function of system parameters. We then perform high-SNR analysis of the bounds, through which we prove the achievability of the maximum diversity order for a N×K MIMO fading channel. In addition, we obtain upper and lower bounds for the coding gain of the distortion outage probability in the high-SNR regime, and outline the relation between system parameters and the coding gain.

Document Doi Bibtex

Titre:Distortion outage analysis for joint space-time coding and kalman filtering
Mots Clés:Kalman filter, orthogonal space-time coding, MIMO fading channels, diversity order, coding gain
Département:Systèmes de Communication
Eurecom ref:5143
Copyright: © 2017 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.
Bibtex: @article{EURECOM+5143, doi = {}, year = {2017}, month = {05}, title = {{D}istortion outage analysis for joint space-time coding and kalman filtering}, author = {{P}arseh, {R}eza and {K}ansanen, {K}immo and {S}lock, {D}irk {TM}}, journal = {{IEEE} {T}ransactions on {S}ignal {P}rocessing, {V}ol. 65, {I}ssue: 9, {M}ay 1, 2017}, url = {} }
Voir aussi: