PERCEPTION AND NAVIGATION FOR AN AUTONOMOUS QUADROTOR IN GPS-DENIED ENVIRONMENTS

被引:3
|
作者
Saeedi, Sajad [1 ]
Nagaty, Amr [1 ]
Thibault, Carl [1 ]
Trentini, Michael [1 ]
Li, Howard [1 ]
机构
[1] Univ New Brunswick, COBRA Grp, Fredericton, NB, Canada
来源
基金
加拿大创新基金会; 加拿大自然科学与工程研究理事会;
关键词
Quadrotor; autonomous navigation; SLAM; exploration; path planning; obstacle avoidance; ROBOT SIMULTANEOUS LOCALIZATION; MULTIPLE;
D O I
10.2316/Journal.206.2016.6.206-4434
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Robots need autonomous navigation to complete their tasks efficiently. This becomes more challenging in GPS-denied environments where positioning information is not available. For small flying robots and quadrotors, inherent limitations such as limited sensor payload and small system time-constant add another layer of challenge to the problem. This paper presents a solution for autonomous navigation of a quadrotor rotorcraft by performing autonomous behaviours, such as exploration, returning home, or following waypoints. The solution relies on accurate localization, mapping, and navigation between waypoints. Multiple tests were performed in simulated and real-world environments to show the effectiveness of the proposed solution.
引用
收藏
页码:453 / 463
页数:11
相关论文
共 50 条
  • [1] Integrated Navigation for Autonomous Drone in GPS and GPS-Denied Environments
    Suzuki, Satoshi
    [J]. JOURNAL OF ROBOTICS AND MECHATRONICS, 2018, 30 (03) : 373 - 379
  • [2] A review of UAV autonomous navigation in GPS-denied environments
    Chang, Yingxiu
    Cheng, Yongqiang
    Manzoor, Umar
    Murray, John
    [J]. ROBOTICS AND AUTONOMOUS SYSTEMS, 2023, 170
  • [3] Distributed Control and Navigation System for Quadrotor UAVs in GPS-Denied Environments
    Yakovlev, Konstantin
    Khithov, Vsevolod
    Loginov, Maxim
    Petrov, Alexander
    [J]. INTELLIGENT SYSTEMS'2014, VOL 2: TOOLS, ARCHITECTURES, SYSTEMS, APPLICATIONS, 2015, 323 : 49 - 56
  • [4] Resilient Ground Vehicle Autonomous Navigation in GPS-Denied Environments
    Kleio Baxevani
    Indrajeet Yadav
    Yulin Yang
    Michael Sebok
    Herbert G.Tanner
    Guoquan Huang
    [J]. Guidance,Navigation and Control., 2022, (04) - 58
  • [5] RANGE-Robust Autonomous Navigation in GPS-Denied Environments
    Bachrach, Abraham
    Prentice, Samuel
    He, Ruijie
    Roy, Nicholas
    [J]. JOURNAL OF FIELD ROBOTICS, 2011, 28 (05) : 644 - 666
  • [6] A MAV Platform for Indoors and Outdoors Autonomous Navigation in GPS-denied Environments
    Reyes-Munoz, Julio A.
    Flores-Abad, Angel
    [J]. 2021 IEEE 17TH INTERNATIONAL CONFERENCE ON AUTOMATION SCIENCE AND ENGINEERING (CASE), 2021, : 1708 - 1713
  • [7] Experiments in Fast, Autonomous, GPS-Denied Quadrotor Flight
    Mohta, Kartik
    Sun, Ke
    Liu, Sikang
    Watterson, Michael
    Pfrommer, Bernd
    Svacha, James
    Mulgaonkar, Yash
    Taylor, Camillo Jose
    Kumar, Vijay
    [J]. 2018 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA), 2018, : 7832 - 7839
  • [8] UAV Platforms for Autonomous Navigation in GPS-Denied Environments for Search and Rescue Missions
    Ngo, Ethan
    Ramirez, Jaime
    Medina-Soto, Manuel
    Dirksen, Shane
    Victoriano, Ethan Dominic
    Bhandari, Subodh
    [J]. 2022 INTERNATIONAL CONFERENCE ON UNMANNED AIRCRAFT SYSTEMS (ICUAS), 2022, : 1481 - 1488
  • [9] Navigation Error Sensitivity of Autonomous Carrier Landing Systems in GPS-denied Environments
    Gerratt, Terran
    Strate, Amanda
    Christensen, Randall
    [J]. 2020 IEEE/ION POSITION, LOCATION AND NAVIGATION SYMPOSIUM (PLANS), 2020, : 81 - 90
  • [10] A Framework for UAV Navigation and Exploration in GPS-denied Environments
    Vanegas, Fernando
    Gaston, Kevin J.
    Roberts, Jonathan
    Gonzalez, Felipe
    [J]. 2019 IEEE AEROSPACE CONFERENCE, 2019,