Journal article icon

Journal article

What goes around: leveraging a constant-curvature motion constraint in radar odometry

Abstract:

This letter presents a method that leverages vehicle motion constraints to refine data associations in a point-based radar odometry system. By using the strong prior on how a non-holonomic robot is constrained to move smoothly through its environment, we develop the necessary framework to estimate ego-motion from a single landmark association rather than considering all of these correspondences at once. This allows for informed outlier detection of poor matches that are a dominant source of p...

Expand abstract
Publication status:
Published
Peer review status:
Peer reviewed

Actions


Access Document


Files:
Publisher copy:
10.1109/LRA.2022.3186757

Authors


More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Oxford college:
Pembroke College
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Oxford college:
Kellogg College
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Role:
Author
More by this author
Institution:
University of Oxford
Division:
MPLS
Department:
Engineering Science
Oxford college:
Keble College
Role:
Author
ORCID:
0000-0001-6562-8454
Publisher:
IEEE Publisher's website
Journal:
IEEE Robotics and Automation Letters Journal website
Volume:
7
Issue:
3
Pages:
7865-7872
Publication date:
2022-06-27
Acceptance date:
2022-06-16
DOI:
EISSN:
2377-3766
Language:
English
Keywords:
Pubs id:
1268845
Local pid:
pubs:1268845
Deposit date:
2022-08-19

Terms of use


Views and Downloads






If you are the owner of this record, you can report an update to it here: Report update to this record

TO TOP