The uncertainty of the odometry position estimate for a given vehicle can be obtained from the definition of the covariance matrix by using its kinematic model as well as its sensory system data. This communication item extends a previous work in by giving the appropriate guidelines so as to compute the cross-covariance terms between the previous position estimate and the actual increments of position. This is necessary in general because the orientation errors on the robot's previous position will affect the calculation of the actual increments of position.
Published in:
Robotics, IEEE Transactions on
(Volume:23
,
Issue:
6
)
Date of Publication:
Dec. 2007
- Page(s):
-
1302
- ISSN :
-
1552-3098
- Digital Object Identifier :
-
10.1109/TRO.2007.909797
- Product Type:
-
Journals & Magazines
- Date of Current Version :
-
18 December 2007
- Issue Date :
-
Dec. 2007
- Sponsored by :
-
IEEE Robotics and Automation Society