Title :
Complete coverage algorithm based on linked smooth spiral paths for mobile robots
Author :
Lee, Tae-kyeong ; Baek, Sang-Hoon ; Oh, Se-young ; Choi, Young-Ho
Author_Institution :
Electron. & Electr. Eng. Dept., Pohang Univ. of Sci. & Technol. (POSTECH), Pohang, South Korea
Abstract :
This paper presents an on-line complete-coverage path planning algorithm for mobile robots based on approximate cellular decomposition, which abstracts the target environment using grid. Most existing grid-based coverage algorithms have a common problem of constrained mobility which degrades the efficiency of the coverage task by inducing zigzag like path. In this paper, we propose a new complete coverage path generation algorithm, linked-smooth-spiral-path (LSSP), which removes the constraint on mobility by adopting a high-resolution grid-map representation of the environment and a cardinal-spline curve-model to generate a smooth spiral coverage path. We define a new performance measure for coverage tasks, which quantifies the smoothness of the coverage path. Simulation results demonstrate the improved coverage performance of the proposed algorithm compared to other existing grid-based coverage algorithms.
Keywords :
approximation theory; mobile robots; path planning; splines (mathematics); approximate cellular decomposition; cardinal-spline curve-model; complete coverage path generation algorithm; constrained mobility; grid-based coverage algorithms; high-resolution grid-map representation; linked smooth spiral paths; mobile robots; online complete-coverage path planning algorithm; zigzag like path; Algorithm design and analysis; Approximation algorithms; Mobile robots; Robot kinematics; Robot sensing systems; Spirals; coverage path planning; mobile robots; smooth spiral path;
Conference_Titel :
Control Automation Robotics & Vision (ICARCV), 2010 11th International Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4244-7814-9
DOI :
10.1109/ICARCV.2010.5707264