Consensus Bernoulli Filter for Distributed Detection and Tracking using Multi-Static Doppler Shifts
Küçük Resim Yok
Tarih
2014
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Ieee-Inst Electrical Electronics Engineers Inc
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
In this letter, we study the problem of distributed detection and tracking of a target over a network of separately located Doppler-shift sensors. For this challenging problem, we propose consensus Gaussian mixture - Bernoulli (CGM-Ber) filter. The simulation results prove the robust and effective performance of the proposed approach in a challenging tracking scenario.
Açıklama
Anahtar Kelimeler
Bernoulli filter; consensus algorithms; covariance intersection; distributed fusion; Doppler-shift; target tracking
Kaynak
Ieee Signal Processing Letters
WoS Q Değeri
Q2
Scopus Q Değeri
Q1
Cilt
21
Sayı
6
