Energy Efficient Coverage Path Planning for Autonomous Mobile Robots on 3D Terrain

被引:28
|
作者
Dogru, Sedat [1 ]
Marques, Lino [1 ]
机构
[1] Univ Coimbra, Inst Syst & Robot, Dept Elect & Comp Engn, P-3030290 Coimbra, Portugal
关键词
ALGORITHMS;
D O I
10.1109/ICARSC.2015.23
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
Coverage Path Planning (CPP) is an essential problem in many applications of robotics, including but not limited to autonomous de-mining and farming. Most works on CPP address time efficiency or coverage completeness in a bi-dimensional and flat environment, not taking the terrain relief into account. In this paper we use a Genetic Algorithm to optimize the solution to the CPP problem in terms of energy consumption, taking into account the constraints of natural terrains: obstacles and relief. Simulation results show that our approach is effective in reducing energy consumption of a mobile robot performing CPP.
引用
收藏
页码:118 / 123
页数:6
相关论文
共 50 条
  • [1] Towards Fully Autonomous Energy Efficient Coverage Path Planning for Autonomous Mobile Robots on 3D Terrain
    Dogru, Sedat
    Marques, Lino
    2015 EUROPEAN CONFERENCE ON MOBILE ROBOTS (ECMR), 2015,
  • [2] An Energy Efficient Coverage Path Planning Approach for Mobile Robots
    Khan, Amna
    Noreen, Iram
    Habib, Zulfiqar
    INTELLIGENT COMPUTING, VOL 2, 2019, 857 : 387 - 397
  • [3] Terrain Traversability and Optimal Path Planning in 3D Uneven Environment for an Autonomous Mobile Robot
    Belaidi, Hadjira
    Bentarzi, Hamid
    Belaidi, Abderrahmane
    Hentout, Abdelfetah
    ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2014, 39 (11) : 8371 - 8381
  • [4] Terrain Traversability and Optimal Path Planning in 3D Uneven Environment for an Autonomous Mobile Robot
    Hadjira Belaidi
    Hamid Bentarzi
    Abderrahmane Belaidi
    Abdelfetah Hentout
    Arabian Journal for Science and Engineering, 2014, 39 : 8371 - 8381
  • [5] Path planning for complete and efficient coverage operation of mobile robots
    Kang, Jung Won
    Kim, Si Jong
    Chung, Myung Jin
    Myung, Hyun
    Park, Jun Ho
    Bang, Seok Won
    2007 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, VOLS I-V, CONFERENCE PROCEEDINGS, 2007, : 2126 - +
  • [6] Path Planning For Mobile Robots In 3D Dynamic Environments
    Chen, Lijia
    Jin, He
    Bai, Jinke
    Mao, Haitao
    MEMS, NANO AND SMART SYSTEMS, PTS 1-6, 2012, 403-408 : 1401 - 1404
  • [7] An optimal algorithm of 3D path planning for mobile robots
    Yu, Jian-Li
    Cheng, Si-Ya
    Sun, Zeng-Qi
    Kroumov, V.
    Zhongnan Daxue Xuebao (Ziran Kexue Ban)/Journal of Central South University (Science and Technology), 2009, 40 (02): : 471 - 477
  • [8] Path Planning for Autonomous Mobile Robots
    Bashir, Khalid
    Abbasi, Sohail
    Khokhar, Waqas Nawaz
    INTERNATIONAL JOURNAL OF COMPUTER SCIENCE AND NETWORK SECURITY, 2019, 19 (11): : 132 - 138
  • [9] Path Planning for Mobile Robots on Rough Terrain
    Santos, Alexandre S.
    Azpurua, Hector I.
    Pessin, Gustavo
    Freitas, Gustavo M.
    15TH LATIN AMERICAN ROBOTICS SYMPOSIUM 6TH BRAZILIAN ROBOTICS SYMPOSIUM 9TH WORKSHOP ON ROBOTICS IN EDUCATION (LARS/SBR/WRE 2018), 2018, : 265 - 270
  • [10] Coverage path planning with unmanned aerial vehicles for 3D terrain reconstruction
    Torres, Marina
    Pelta, David A.
    Verdegay, Jose L.
    Torres, Juan C.
    EXPERT SYSTEMS WITH APPLICATIONS, 2016, 55 : 441 - 451