Detection of the Altitude and On-the-Ground Objects Using 77-GHz FMCW Radar Onboard Small Drones

被引:6
|
作者
Baspinar, Omer Oguzhan [1 ]
Omuz, Berk [1 ]
Oncu, Ahmet [1 ]
机构
[1] Bogazici Univ, Dept Elect & Elect Engn, TR-34342 Istanbul, Turkiye
关键词
drone altimeter; drone positioning; landing aid; object detection; radar signal processing; remote sensing; PENETRATING RADAR; SYSTEM;
D O I
10.3390/drones7020086
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
Small drones are being utilized by researchers for applications such as object tracking, imaging and remote sensing as they have become more available, inexpensive and mobile with the advancements in sensor and UAV technologies. They can be equipped with sensors such as cameras and radars. Radars can be used onboard for navigation aid by detecting range and velocity, as well as for radar imaging applications. Although they are used in the latter commonly, radars can be used in navigation aid as well since they are barely affected by weather conditions or smoke. FMCW radars are suitable for drones since they can be lightweight and can detect range and velocity. Therefore, an FMCW radar-equipped drone system is designed and implemented for UAV positioning applications. A postprocessing algorithm is developed for detecting the altitude above ground level as well as the amount of reflection coming from the material on the ground surface, and a range compensation method is proposed to improve the performance of the algorithm. The results of a field experiment showed that the radar system and the postprocessing algorithm can be used for drone-based airborne positioning applications. Altitude values obtained with the radar postprocessing are in agreement with the altitude of the drone. Reflections coming from the metal objects are distinguished from those coming from the ground. With the range compensation method, minimum detectable altitude value is improved and the magnitude of ground reflections obtained from different altitudes became similar. The proposed system and algorithm can be utilized in navigation and in landing aid applications.
引用
收藏
页数:17
相关论文
共 50 条
  • [31] Real-Time Heart Rate Detection Method Based on 77 GHz FMCW Radar
    Huang, Xiaohong
    Ju, Zedong
    Zhang, Rundong
    MICROMACHINES, 2022, 13 (11)
  • [32] Horn and Prism Antenna for Dual Range and Dual FOV Automotive Radar using 77-GHz Band
    Nagaishi, Hideyuki
    Kuriyama, Akira
    Kuroda, Hiroshi
    Kitayama, Akira
    2018 18TH INTERNATIONAL SYMPOSIUM ON ANTENNA TECHNOLOGY AND APPLIED ELECTROMAGNETICS (ANTEM 2018), 2018,
  • [33] An Active Quasi-Circulator with Controllable Leakage Canceler and Passive TX Path for 77-GHz Automotive FMCW Radar Systems in SiGe Technology
    Porranzl, Matthias
    Wagner, Christoph
    Jaeger, Herbert
    Stelzer, Andreas
    2015 ASIA-PACIFIC MICROWAVE CONFERENCE (APMC), VOLS 1-3, 2015,
  • [34] The development of signal processing system on urban transit application using 77 GHz FMCW radar
    Baek, JH
    Wang, JB
    Byun, YS
    Park, HJ
    URBAN TRANSPORT VII: URBAN TRANSPORT AND THE ENVIRONMENT IN THE 21ST CENTURY, 2001, 8 : 599 - 607
  • [35] Preliminary results from beehive activity monitoring using a 77 GHz FMCW radar sensor
    Dall'Asta, Luca
    Egger, Georg
    2021 IEEE INTERNATIONAL WORKSHOP ON METROLOGY FOR AGRICULTURE AND FORESTRY (IEEE METROAGRIFOR 2021), 2021, : 1 - 6
  • [36] 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,
  • [37] 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):
  • [38] Accurate 77-GHz Millimeter-Wave Radar Noncontact Vital Sign Detection Using the Optimized Variational Mode Decomposition Algorithm
    Zhao, Yuefeng
    Wang, Kun
    Gao, Jing
    JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL IMAGE AND VIDEO TECHNOLOGY, 2023, 95 (11): : 1297 - 1310
  • [39] Accurate 77-GHz Millimeter-Wave Radar Noncontact Vital Sign Detection Using the Optimized Variational Mode Decomposition Algorithm
    Yuefeng Zhao
    Kun Wang
    Jing Gao
    Journal of Signal Processing Systems, 2023, 95 : 1297 - 1310
  • [40] Experiment of FMCW Radar for Small Displacement Detection using VNA
    Jannah, Solihatul
    Pramudita, Aloysius Adya
    Suratman, Fiky Y.
    2021 INTERNATIONAL CONFERENCE ON RADAR, ANTENNA, MICROWAVE, ELECTRONICS, AND TELECOMMUNICATIONS (ICRAMET), 2021, : 1 - 6