Coverage for robotics - A survey of recent results

被引:810
作者
Choset, H [1 ]
机构
[1] Carnegie Mellon Univ, Pittsburgh, PA 15213 USA
关键词
coverage; mobile robots; cell decompositions;
D O I
10.1023/A:1016639210559
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper surveys recent results in coverage path planning, a new path planning approach that determines a path for a robot to pass over all points in its free space. Unlike conventional point-to-point path planning, coverage path planning enables applications such as robotic demining, snow removal, lawn mowing, car-body painting, machine milling, etc. This paper will focus on coverage path planning algorithms for mobile robots constrained to operate in the plane. These algorithms can be classified as either heuristic or complete. It is our conjecture that most complete algorithms use an exact cellular decomposition, either explicitly or implicitly, to achieve coverage. Therefore, this paper organizes the coverage algorithms into four categories: heuristic, approximate, partial-approximate and exact cellular decompositions. The final section describes some provably complete multi-robot coverage algorithms.
引用
收藏
页码:113 / 126
页数:14
相关论文
共 42 条
  • [1] ACAR E, 2000, IEEE INT C ROB AUT S
  • [2] APPROXIMATION ALGORITHMS FOR THE GEOMETRIC COVERING SALESMAN PROBLEM
    ARKIN, EM
    HASSIN, R
    [J]. DISCRETE APPLIED MATHEMATICS, 1994, 55 (03) : 197 - 218
  • [3] BALCH T, 2000, WORKSH SENS MOT IEEE
  • [4] BALCH T, 1995, AUTONOM ROBOTS, V1
  • [5] BROOKS R, 1986, IEEE J ROBOTICS AUTO
  • [6] Butler Z.J., 2000, P WORKSH ALG FDN ROB
  • [7] BUTLER ZJ, 1999, P IEEE INT S INT CON
  • [8] Canny J.F., 1988, Complexity of Robot Motion Planning
  • [9] CAO ZL, 1988, J ROBOTIC SYST, V5, P87
  • [10] CHOSET H, 2000, IEEE INT C ROB AUT S