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Bernoulli Filter for Track-Before-Detect using MIMO Radar | IEEE Journals & Magazine | IEEE Xplore

Bernoulli Filter for Track-Before-Detect using MIMO Radar


Abstract:

In this letter, we apply a Bernoulli Filter for moving target detection and tracking using real Multiple Input Multiple Output radar data in a challenging environment. Th...Show More

Abstract:

In this letter, we apply a Bernoulli Filter for moving target detection and tracking using real Multiple Input Multiple Output radar data in a challenging environment. The interest in MIMO radars has been growing since they can provide high performance at lower cost than conventional antenna arrays. The Bernoulli Filter performs tracking using the Track-Before-Detect approach, which is required to achieve satisfactory tracking performance in low signal-to-noise scenarios. The algorithm is validated with real MIMO data of a walking person.
Published in: IEEE Signal Processing Letters ( Volume: 21, Issue: 9, September 2014)
Page(s): 1145 - 1149
Date of Publication: 19 May 2014

ISSN Information:


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