학술논문

Experimental Study on Long-Range Navigation Behavior of Agricultural Robots
Document Type
Conference
Source
2012 International Conference on Computing, Measurement, Control and Sensor Network Computing, Measurement, Control and Sensor Network (CMCSN), 2012 International Conference on. :409-412 Jul, 2012
Subject
Computing and Processing
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Navigation
Robot sensing systems
Mobile robots
Trajectory
Stereo vision
Educational institutions
nagivation
stereo vision
machine learning
conditional random fields
scene analysis
Language
Abstract
In this paper, we study on the navigating bahevior of CRFNFP[1]-based agricultual robots in real scenes. We designed two sets of experiments and three navigating system with different configuration of software for comparative study. The experimental results indicate that, compared to the traditional local-map-based navigating systems, the CRFNFP-based navigating system does enhance the long-range perception for mobile robots and helps planning more efficient paths for the navigation.