Maneuvering target tracking using retrospective-cost input estimation
Maneuvering target tracking using retrospective-cost input estimation
- New search for: Liang Han,
- New search for: Zhang Ren,
- New search for: Bernstein, Dennis S.
- New search for: Liang Han,
- New search for: Zhang Ren,
- New search for: Bernstein, Dennis S.
This paper uses a Kalman filter with retrospective cost-based input estimation (KF/RCIE) to track maneuvering targets with unknown acceleration. Unlike conventional tracking methods that model the acceleration as a random process, KF/RCIE views the unknown acceleration as a deterministic unknown signal. Retrospective cost optimization is then used to estimate the unknown acceleration. Numerical examples and laboratory experiments illustrate the effectiveness of this approach with comparison to conventional tracking methods.
Document information
Maneuvering target tracking using retrospective-cost input estimation
IEEE Transactions on Aerospace and Electronic Systems ; 52 , 5 ; 2495-2503
2016-10-01
1041106 byte
Article (Journal)
Electronic Resource
English