An Improved Far-Field Small Unmanned Aerial System Optical Detection Algorithm

被引:3
|
作者
Dolph, Chester [1 ]
Glaab, Louis [1 ]
Allen, Bonnie [2 ]
Consiglio, Maria [3 ]
Iftekharuddin, Khan [4 ]
机构
[1] NASA, Aeronaut Syst Engn Branch, Hampton, VA 23666 USA
[2] NASA, Autonomous Integrated Syst Res Branch, Hampton, VA USA
[3] NASA, Safety Crit Avion Syst Branch, Hampton, VA USA
[4] Old Dominion Univ, Batten Coll Engn & Technol, Norfolk, VA USA
来源
2019 IEEE/AIAA 38TH DIGITAL AVIONICS SYSTEMS CONFERENCE (DASC) | 2019年
关键词
sense and avoid; detect and track small targets; Unmanned Aerial Vehicle collision avoidance;
D O I
10.1109/dasc43569.2019.9081609
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
Onboard far-field aircraft detection is needed for safe non-cooperative traffic mitigation for autonomous small Unmanned Aerial System (sUAS) operations. This work presents an aircraft detect and track pipeline that fuses image differencing and morphological filtering detections for inputs to a Kalman-based object tracking pipeline. The pipeline is evaluated using two types of flight encounters: 1) motorcopter sUAS vs. fixed-wing sUAS 2) motorcopter sUAS vs general aviation plane.
引用
收藏
页数:10
相关论文
共 50 条
  • [22] Improved resolution in far-field integral imaging
    Navarro, H.
    Dorado, A.
    Saavedra, G.
    Llavador, A.
    Martinez-Corral, M.
    Javidi, Bahram
    THREE-DIMENSIONAL IMAGING, VISUALIZATION, AND DISPLAY 2012, 2012, 8384
  • [23] A New Algorithm for Small Target Detection From the Perspective of Unmanned Aerial Vehicles
    Sui, Jiacheng
    Chen, Dike
    Zheng, Xin
    Wang, Hongyuan
    IEEE ACCESS, 2024, 12 : 29690 - 29697
  • [24] Runway Detection and Tracking for Unmanned Aerial Vehicle Based on an Improved Canny Edge Detection Algorithm
    Wang, Xiaobing
    Li, Baokui
    Geng, Qingbo
    2012 4TH INTERNATIONAL CONFERENCE ON INTELLIGENT HUMAN-MACHINE SYSTEMS AND CYBERNETICS (IHMSC), VOL 2, 2012, : 149 - 152
  • [25] Improved Prim Algorithm and Its Application in Unmanned Aerial Vehicle Cruise System
    Zhou, Funa
    Hu, Po
    Feng, Xiaoliang
    Song, Yansui
    2017 29TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2017, : 6022 - 6027
  • [26] A hybrid algorithm for far-field noise minimization
    Rumpfkeil, Markus P.
    Zingg, David W.
    COMPUTERS & FLUIDS, 2010, 39 (09) : 1516 - 1528
  • [27] Far-field detection system for laser beams alignment and crystals alignment
    Liu, D.
    Qin, H.
    Zhu, B.
    2015 INTERNATIONAL CONFERENCE ON OPTICAL INSTRUMENTS AND TECHNOLOGY: ADVANCED LASERS AND APPLICATIONS, 2015, 9621
  • [28] Plasmonics Meets Far-Field Optical Nanoscopy
    Balzarotti, Francisco
    Stefani, Fernando D.
    ACS NANO, 2012, 6 (06) : 4580 - 4584
  • [29] Optical conductivity and far-field radiation of silicene
    Qian, Wen-Ri
    Zhang, Yong-Mei
    PHYSICS LETTERS A, 2022, 434
  • [30] Design of optical systems with both near-field and far-field system requirements
    Wang, DY
    Aikens, DM
    English, RE
    OPTICAL ENGINEERING, 2000, 39 (07) : 1788 - 1795