The unscented particle filter

In this paper, we propose a new particle filter based on sequential importance sampling. The algorithm uses a bank of unscented filters to obtain the importance proposal distribution. This proposal has two very "nice" properties. Firstly, it makes efficient use of the latest available info...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron: Van Der Merwe, R, Doucet, A, De Freitas, N, Wan, E
Fformat: Conference item
Cyhoeddwyd: Neural information processing systems foundation 2001