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...

詳細記述

書誌詳細
主要な著者: Van Der Merwe, R, Doucet, A, De Freitas, N, Wan, E
フォーマット: Conference item
出版事項: Neural information processing systems foundation 2001