Bernoulli Filter for Track-Before-Detect using MIMO Radar
In this paper 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 cost lower 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.
PAPI Francesco;
KYOVTOROV Vladimir;
GIULIANI Raimondo;
OLIVERI Franco;
TARCHI Dario;
2014-08-12
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
JRC90115
1070-9908,
http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=6818366,
https://publications.jrc.ec.europa.eu/repository/handle/JRC90115,
10.1109/LSP.2014.2325566,
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