Independent views in MIMO sonar systems

Yan Pailhas, Yvan Petillot

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

The main advantages of MIMO (Multiple Input Multiple Output) sonar systems come from the assumption of independent observations between each transmitter/receiver pairs.The independence of the observations ensures a unbiased set of measurements and then provides true statistics on the target. In this paper we study the correlation between views in MIMO sonar systems. A traditional tool used to study the dependency between two random variables is the Pearson product-moment correlation coefficient. However this measure suffers numerous defaults: it only estimates linear correlation, it is not a proper distance and in particular a null measure of the Pearson coefficient does not insure the independence of the tested random variables. For these reasons we will use the distance correlation introduced by Szekely. From the distance correlation we will derive the inter-views distance correlation matrix which assess the correlation of the full MIMO system (i.e. the dependencies between each views). This independence measure matrix gives a guideline to how to build truly uncorrelated MIMO sonar systems and then maximise the performances of such system.
Original languageEnglish
Title of host publicationUA2014 - 2nd International Conference and Exhibition on Underwater Acoustics
Subtitle of host publicationProceedings
EditorsJohn S. Papadakis, Leif Bjørnø
Pages1011-1018
Number of pages8
ISBN (Electronic)9786188072510
Publication statusPublished - Jun 2014
Event2nd Underwater Acoustics Conference and Exhibition 2014 - Rhodes, Greece
Duration: 22 Jun 201427 Jun 2014

Conference

Conference2nd Underwater Acoustics Conference and Exhibition 2014
CountryGreece
CityRhodes
Period22/06/1427/06/14

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  • Cite this

    Pailhas, Y., & Petillot, Y. (2014). Independent views in MIMO sonar systems. In J. S. Papadakis, & L. Bjørnø (Eds.), UA2014 - 2nd International Conference and Exhibition on Underwater Acoustics : Proceedings (pp. 1011-1018)