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...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Van Der Merwe, R, Doucet, A, De Freitas, N, Wan, E
التنسيق: Conference item
منشور في: Neural information processing systems foundation 2001