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

On the effect of random snapshot timing jitter on the covariance matrix for Jade estimation

Bazzi, Ahmad; Slock, Dirk TM; Meilhac, Lisa

EUSIPCO 2015, 23rd European Signal Processing Conference, August 31st-September 4th, 2015, Nice, France

In this paper, we focus on joint multipath angle and delay estimation (JADE) in an OFDM communication setting. We analyse the effect of Gaussian random snapshot (OFDM symbol) timing jitter on the spatio-frequency sample covariance matrix containing delay and direction information. This sample covariance matrix is an input to the JADE and many other algorithms for signal parameter estimation. The analysis suggests a simple way to compensate for the jitter in the sample covariance matrix. We also present two simple methods for estimating the jitter variance, allowing its compensation. These techniques attempt to restore the low rank nature or other structure in the signal contribution. We then finally present some simulations for the resulting estimation quality of the multipath delays (ToAs) and angles (AoAs) of the incoming signals. 

Document Doi Bibtex

Titre:On the effect of random snapshot timing jitter on the covariance matrix for Jade estimation
Mots Clés:Snapshot timing jitter, perturbed sample covariance matrix, JADE, ToA , DoA, matrix rank minimization
Type:Conférence
Langue:English
Ville:Nice
Pays:FRANCE
Date:
Département:Systèmes de Communication
Eurecom ref:4599
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Bibtex: @inproceedings{EURECOM+4599, doi = {http://dx.doi.org/10.1109/EUSIPCO.2015.7362857}, year = {2015}, title = {{O}n the effect of random snapshot timing jitter on the covariance matrix for {J}ade estimation}, author = {{B}azzi, {A}hmad and {S}lock, {D}irk {TM} and {M}eilhac, {L}isa}, booktitle = {{EUSIPCO} 2015, 23rd {E}uropean {S}ignal {P}rocessing {C}onference, {A}ugust 31st-{S}eptember 4th, 2015, {N}ice, {F}rance }, address = {{N}ice, {FRANCE}}, month = {08}, url = {http://www.eurecom.fr/publication/4599} }
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