Highlights of statistical signal and array processing
Hero, A.; Messer, H.; Goldberg, J.; Thomson, D.J.; Amin, M.G.; Giannakis, G.; Swami, A.; Tugnait, J.K.; Nehorai, A.; Swindlehurst, A.L.; Cardoso, J.-F.; Lang Tong; Krolik, J.
Signal Processing Magazine, IEEE
Volume 15, Issue 5, Sep 1998 Page(s):21 - 64
Digital Object Identifier 10.1109/79.708539
Summary:The Statistical Signal and Array Processing Technical Committee
(SSAP-TC) deals with signals that are random and processes an array of
signals simultaneously. The field of SSAP represents both solid theory
and practical applications. Starting with research in spectrum
estimation and statistical modeling, study in this field is always full
of elegant mathematical tools such as statistical analysis and matrix
theory. The area of statistical signal processing expands into
estimation and detection algorithms, time-frequency domain analysis,
system identification, and channel modeling and equalization. The area
of array signal processing also extends into multichannel filtering,
source localization and separation, and so on. This article represents
an endeavor by the members of the SSAT-TC to review all the significant
developments in the field of SSAP. To provide readers with pointers for
further study of the field, this article includes a very impressive
bibliography-close to 500 references are cited. This is just one of the
indications that the field of statistical signals has been an extremely
active one in the signal processing community. The article also
introduces the recent reorganization of three technical committees of
the Signal Processing Society
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