SAR on the Wheels: High-Resolution Synthetic Aperture Radar Sensing on Moving Vehicles

被引:1
|
作者
Qian, Kun [1 ]
Zhang, Xinyu [1 ]
机构
[1] Univ Calif San Diego, La Jolla, CA 92093 USA
来源
FIFTY-SEVENTH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS & COMPUTERS, IEEECONF | 2023年
关键词
D O I
10.1109/IEEECONF59524.2023.10477019
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Emerging autonomous vehicles require reliable perceptions of their surroundings at all times. Unfortunately, current mainstream sensors, i.e., camera and Lidar, are vulnerable under challenging lighting and weather conditions. In contrast, despite all-weather operations, today's vehicle Radars are limited to simple localization and speed detection due to their lower sensing resolution. In this paper, we consider enabling Synthetic Aperture Radar (SAR) imaging for vehicle Radars to advance the Radar sensing capability. Specifically, we analyze Radar signal variations caused by movement and realize Radar self-tracking at wavelength-scale precision for SAR. Our evaluation results show that the Radar self-tracking effectively combats motion uncertainties and enables SAR imaging with much higher resolution than existing vehicle Radar solutions.
引用
收藏
页码:1204 / 1209
页数:6
相关论文
共 50 条
  • [1] Detection and Velocity Estimation of Moving Vehicles in High-Resolution Spaceborne Synthetic Aperture Radar Data
    Hinz, Stefan
    Weihing, Diana
    Suchandt, Steffen
    Bamler, Richard
    2008 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS, VOLS 1-3, 2008, : 794 - 799
  • [2] Lynx: A high-resolution synthetic aperture radar
    Tsunoda, SI
    Pace, F
    Stence, J
    Woodring, M
    Hensley, WH
    Doerry, AW
    Walker, BC
    2000 IEEE AEROSPACE CONFERENCE PROCEEDINGS, VOL 5, 2000, : 51 - 58
  • [3] Lynx: A high-resolution synthetic aperture radar
    Tsunoda, SI
    Pace, F
    Stence, J
    Woodring, M
    Hensley, WH
    Doerry, AW
    Walker, BC
    RADAR SENSOR TECHNOLOGY IV, 1999, 3704 : 20 - 27
  • [4] Enhanced compressed sensing autofocus for high-resolution airborne synthetic aperture radar
    Beheshti, Mojtaba
    Shafiei, Vahid
    Narimani, Hamed
    DIGITAL SIGNAL PROCESSING, 2022, 127
  • [5] Image translation between high-resolution optical and synthetic aperture radar (SAR) data
    Niu, Xin
    Yang, Di
    Yang, Ke
    Pan, Hengyue
    Dou, Yong
    Xia, Fei
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2021, 42 (12) : 4762 - 4788
  • [6] Tunable High-Resolution Synthetic Aperture Radar Imaging
    Kim, Arnold D.
    Tsogka, Chrysoula
    RADIO SCIENCE, 2022, 57 (11)
  • [7] High Resolution Ground Moving Target Indication by Synthetic Aperture Radar using Compressed Sensing
    Oveis, Amir Hosein
    Sebt, Mohammad Ali
    2017 25TH IRANIAN CONFERENCE ON ELECTRICAL ENGINEERING (ICEE), 2017, : 1674 - 1679
  • [8] SYNTHETIC APERTURE RADAR (SAR) IMAGES OF MOVING TARGETS
    FREEMAN, A
    CURRIE, A
    GEC JOURNAL OF RESEARCH, 1987, 5 (02): : 106 - 115
  • [9] TEXTURE AND SPECKLE IN HIGH-RESOLUTION SYNTHETIC APERTURE RADAR CLUTTER
    POSNER, FL
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1993, 31 (01): : 192 - 203
  • [10] CLUTTER STATISTICS IN HIGH-RESOLUTION SYNTHETIC APERTURE RADAR IMAGERY
    Lee, Ken Yoong
    Bretschneider, Timo Rolf
    2015 IEEE INTERNATIONAL GEOSCIENCE AND REMOTE SENSING SYMPOSIUM (IGARSS), 2015, : 1825 - 1828