Energy Aware Mission Planning for WMRs on Uneven Terrains

被引:12
作者
Wallace, Nathan D. [1 ]
Kong, He [1 ]
Hill, Andrew J. [1 ]
Sukkarieh, Salah [1 ]
机构
[1] Univ Sydney, Australian Ctr Field Robot, Sydney, NSW, Australia
关键词
path planning; mission planning; energy modelling; field robots; COVERAGE; PATHS;
D O I
10.1016/j.ifacol.2019.12.513
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Field robotics applications typically require platforms to be deployed for extended periods of time, traversing large distances over often uneven terrains. To best leverage these platforms, it is important to know the energy costs of their operation, to maximise range and operating time. This is particularly the case for electrically powered robots, which share a single power source for actuation, sensing, and computation. In this paper we build upon our prior work derivation of a physics based power model for an omnidirectional wheeled mobile robot to develop an energy-aware rough terrain motion planner, which enables efficient missions to be defined and carried out whilst considering the impact of the terrain slope and slippage characteristics on the energy cost of motion. We develop an effective pipeline for the generation of such missions on-the-fly, and compare the performance of the proposed energy-aware approach against a 3D Euclidean distance metric, experimentally verifying the increased energy efficiency of the resulting plans. (C) 2019, IFAC (International Federation of Automatic Control) Hosting by Elsevier Ltd. All rights reserved.
引用
收藏
页码:149 / 154
页数:6
相关论文
共 20 条
[1]   Optimal coverage trajectories for a UGV with tradeoffs for energy and time [J].
Broderick, John A. ;
Tilbury, Dawn M. ;
Atkins, Ella M. .
AUTONOMOUS ROBOTS, 2014, 36 (03) :257-271
[2]   SOLUTION OF A LARGE-SCALE TRAVELING-SALESMAN PROBLEM [J].
DANTZIG, G ;
FULKERSON, R ;
JOHNSON, S .
JOURNAL OF THE OPERATIONS RESEARCH SOCIETY OF AMERICA, 1954, 2 (04) :393-410
[3]   Shortest Path Planning for Energy-Constrained Mobile Platforms Navigating on Uneven Terrains [J].
Ganganath, Nuwan ;
Cheng, Chi-Tsun ;
Fernando, Tyrone ;
Iu, Herbert H. C. ;
Tse, Chi K. .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (09) :4264-4272
[4]   A Constraint-Aware Heuristic Path Planner for Finding Energy-Efficient Paths on Uneven Terrains [J].
Ganganath, Nuwan ;
Cheng, Chi-Tsun ;
Tse, Chi K. .
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2015, 11 (03) :601-611
[5]   Dynamically feasible, energy efficient motion planning for skid-steered vehicles [J].
Gupta, Nikhil ;
Ordonez, Camilo ;
Collins, Emmanuel G., Jr. .
AUTONOMOUS ROBOTS, 2017, 41 (02) :453-471
[6]  
Hongesombut, 2019, 2019 IEEE INT C ROB, P1, DOI 10.1109/APPEEC45492.2019.8994729
[7]   Sampling-Based Path Planning on Configuration-Space Costmaps [J].
Jaillet, Leonard ;
Cortes, Juan ;
Simeon, Thierry .
IEEE TRANSACTIONS ON ROBOTICS, 2010, 26 (04) :635-646
[8]   Time-Optimal Path Planning With Power Schedules for a Solar-Powered Ground Robot [J].
Kaplan, Adam ;
Kingry, Nathaniel ;
Uhing, Paul ;
Dai, Ran .
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2017, 14 (02) :1235-1244
[9]   Probabilistic roadmaps for path planning in high-dimensional configuration spaces [J].
Kavraki, LE ;
Svestka, P ;
Latombe, JC ;
Overmars, MH .
IEEE TRANSACTIONS ON ROBOTICS AND AUTOMATION, 1996, 12 (04) :566-580
[10]   Deployment of mobile robots with energy and timing constraints [J].
Mei, Yongguo ;
Lu, Yung-Hsiang ;
Hu, Y. Charlie ;
Lee, C. S. George .
IEEE TRANSACTIONS ON ROBOTICS, 2006, 22 (03) :507-522