Bernoulli Filter for Track-Before-Detect using MIMO Radar

被引：30

作者：

Papi, F. ^{[1
]}

Kyovtorov, V. ^{[1
]}

Giuliani, R. ^{[1
]}

Oliveri, F. ^{[1
]}

Tarchi, D. ^{[1
]}

机构：

[1] Commiss European Communities, Joint Res Ctr, Inst Protect & Secur Citizen IPSC, I-21020 Ispra, Italy

来源：

IEEE SIGNAL PROCESSING LETTERS | 2014年 / 21卷 / 09期

关键词：

Bernoulli filter; MIMO radar; TBD; PHD;

D O I：

10.1109/LSP.2014.2325566

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

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.

引用

页码：1145 / 1149

页数：5

共 22 条

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