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Grid Hopping: Accelerating Direct Estimation Algorithms for Multistatic FMCW Radar
Monnoyer, Gilles; FEUILLEN, Thomas; Drouguet, Maxime et al.
2023International Symposium on Computational Sensing
Peer reviewed
 

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Keywords :
eess.SP
Abstract :
[en] This paper presents a novel signal processing technique, coined grid hopping, as well as an active multistatic Frequency-Modulated Continuous Wave (FMCW) radar system designed to evaluate its performance. The design of grid hopping is motivated by two existing estimation algorithms. The first one is the indirect algorithm estimating ranges and speeds separately for each received signal, before combining them to obtain location and velocity estimates. The second one is the direct method jointly processing the received signals to directly estimate target location and velocity. While the direct method is known to provide better performance, it is seldom used because of its high computation time. Our grid hopping approach, which relies on interpolation strategies, offers a reduced computation time while its performance stays on par with the direct method. We validate the efficiency of this technique on actual FMCW radar measurements and compare it with other methods.
Disciplines :
Electrical & electronics engineering
Author, co-author :
Monnoyer, Gilles
FEUILLEN, Thomas  ;  University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > SPARC
Drouguet, Maxime
Jacques, Laurent
Vandendorpe, Luc
External co-authors :
yes
Language :
English
Title :
Grid Hopping: Accelerating Direct Estimation Algorithms for Multistatic FMCW Radar
Publication date :
2023
Event name :
International Symposium on Computational Sensing
Event organizer :
Thomas Feuillen & Amirafshar Moshtaghpour
Event date :
12-14 June 2023
Audience :
International
Peer reviewed :
Peer reviewed
Commentary :
Presented in ISCS23
Available on ORBilu :
since 12 November 2024

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