학술논문

Signature Graphs for Effective Localization
Document Type
Conference
Source
2006 IEEE/RSJ International Conference on Intelligent Robots and Systems Intelligent Robots and Systems, 2006 IEEE/RSJ International Conference on. :288-293 Oct, 2006
Subject
Robotics and Control Systems
Computing and Processing
Remotely operated vehicles
Mobile robots
Data structures
Wheelchairs
Testing
Navigation
Intelligent robots
Computer science
Vehicle detection
Service robots
Language
ISSN
2153-0858
2153-0866
Abstract
We present a novel method for the localization of an autonomous vehicle in two dimensions. Instead of focussing on properties of obstacles, we emphasize the description of free-space. We introduce the concept of signature graphs which is a compact data structure describing available free-space of an environment. It therefore also represents a map of the environment. A signature is an edge in the graph and is defined by seven parameters. An edge indicates that it is possible for the vehicle to move between two graph nodes. The signature graph is flexible and can easily be updated as new information about the environment is collected. We have with an autonomous wheelchair implemented our methods and tests them with successful results.