Title
Global coverage measurement planning strategies for mobile robots equipped with a remote gas sensor.
Abstract
The problem of gas detection is relevant to many real-world applications, such as leak detection in industrial settings and landfill monitoring. In this paper, we address the problem of gas detection in large areas with a mobile robotic platform equipped with a remote gas sensor. We propose an algorithm that leverages a novel method based on convex relaxation for quickly solving sensor placement problems, and for generating an efficient exploration plan for the robot. To demonstrate the applicability of our method to real-world environments, we performed a large number of experimental trials, both on randomly generated maps and on the map of a real environment. Our approach proves to be highly efficient in terms of computational requirements and to provide nearly-optimal solutions.
Year
DOI
Venue
2015
10.3390/s150306845
SENSORS
Keywords
Field
DocType
remote gas detection,mobile robot olfaction,sensor planning,coverage planning,surveillance robots
Computer science,Real-time computing,Electronic engineering,Robot,Convex relaxation,Mobile robot,Embedded system,Leak detection
Journal
Volume
Issue
ISSN
15
3.0
1424-8220
Citations 
PageRank 
References 
4
0.56
30
Authors
5
Name
Order
Citations
PageRank
Muhammad Asif Arain140.56
Marco Trincavelli210811.24
Marcello Cirillo312811.33
Erik Schaffernicht4181.74
Achim J. Lilienthal51468113.18