Target Tracking in Maritime Environment using 77 GHz FMCW-MIMO-DBS Imaging Radar

被引：0

作者：

Pirkani, Anum ^{[1
]}

Stove, Andy ^{[1
]}

Cherniakov, Mikhail ^{[1
]}

Robertson, Duncan ^{[2
]}

Gashinova, Marina ^{[1
]}

机构：

[1] Univ Birmingham, Sch Engn, Birmingham, W Midlands, England

[2] Univ St Andrews, Sch Phys & Astron, St Andrews, Fife, Scotland

来源：

2024 INTERNATIONAL RADAR SYMPOSIUM, IRS 2024 | 2024年

基金：

英国工程与自然科学研究理事会;

关键词：

high resolution sensing; mm-wave; 77 GHz radar; maritime sensing; wave tracking; MIMO; FMCW; Doppler beam sharpening; extended Kalman filter; MIMO-DBS; beamforming; multiple-input multiple output;

D O I：

暂无

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：

This paper describes a novel approach based on a combination of MIMO and adaptive Doppler beam sharpening beamforming techniques to enhance radar resolution in dynamic maritime conditions followed by an implementation of a multi-target tracker based on extended Kalman filter to track dynamic targets, thereby, providing higher levels of autonomy to small and medium sized marine crafts. The experiments have been conducted using compact 77-GHz automotive radars in open-sea conditions (sea state 3) and results show reliable performance in detecting and tracking approaching wave using developed signal processing scheme despite relative platform and sea motion.

引用

页码：97 / 102

页数：6

共 50 条

[1] Indoor Tracking of Multiple Persons With a 77 GHz MIMO FMCW Radar
Knudde, Nicolas
Vandersmissen, Baptist
Parashar, Karthick
Couckuyt, Ivo
Jalalvand, Azarakhsh
Bourdoux, Andre
De Neve, Wesley
Dhaene, Tom
2017 EUROPEAN RADAR CONFERENCE (EURAD), 2017, : 61 - 64
[2] 77 GHz FMCW Imaging Radar for Low Observable and Small Marine Target Detection in Dynamic Sea Conditions Based on Combined MIMO and DBS
Pirkani, Anum
Stove, Andrew G.
Kumar, Dillon
Cherniakov, Mikhail
Gashinova, Marina S.
IEEE Transactions on Radar Systems, 2024, 2 : 517 - 534
[3] FMCW BASED MIMO IMAGING RADAR FOR MARITIME NAVIGATION
Huang, Y.
Brennan, P. V.
Patrick, D.
Weller, I.
Roberts, P.
Hughes, K.
PROGRESS IN ELECTROMAGNETICS RESEARCH-PIER, 2011, 115 : 327 - 342
[4] A Highly Modular 77-GHz FMCW Radar Sensor Prototype for Multi Target Tracking Applications
Pourvoyeur, K.
Feger, R.
Haderer, A.
Wagner, C.
Stelzer, A.
Maurer, L.
2008 EUROPEAN MICROWAVE CONFERENCE, VOLS 1-3, 2008, : 619 - +
[5] A Highly Modular 77-GHz FMCW Radar Sensor Prototype for Multi Target Tracking Applications
Pourvoyeur, K.
Feger, R.
Haderer, A.
Wagner, C.
Stelzer, A.
Maurer, L.
2008 EUROPEAN RADAR CONFERENCE, 2008, : 455 - +
[6] Real-Time Human Motion Tracking Technique Based On a 77 GHz FMCW MIMO Radar System
Zhang, Jiayu
Zhang, Zhiwei
Li, Yuchen
Ge, Changzhan
Mao, Junfa
2024 INTERNATIONAL CONFERENCE ON MICROWAVE AND MILLIMETER WAVE TECHNOLOGY, ICMMT, 2024,
[7] Multiple-Target Vital Signs Sensing using 77GHz FMCW radar
Chen, Weichu
Lan, Shengchang
Zhang, Guiyuan
2021 15TH EUROPEAN CONFERENCE ON ANTENNAS AND PROPAGATION (EUCAP), 2021,
[8] Extraction of Scattering Centers Using a 77 GHz FMCW Radar
Abadpour, Sevda
Diewald, Axel
Pauli, Mario
Zwick, Thomas
2019 12TH GERMAN MICROWAVE CONFERENCE (GEMIC), 2019, : 79 - 82
[9] Target Classification Using Frontal Images Measured by 77 GHz FMCW Radar through DCNN
Elbeialy, Mohamed
You, Sungjin
Jeong, Byung Jang
Kim, Youngwook
APPLIED SCIENCES-BASEL, 2022, 12 (20):
[10] Human Target Detection, Tracking, and Classification Using 24-GHz FMCW Radar
Will, Christoph
Vaishnav, Prachi
Chakraborty, Abhiram
Santa, Avik
IEEE SENSORS JOURNAL, 2019, 19 (17) : 7283 - 7299

← 1 2 3 4 5 →