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...

תיאור מלא

מידע ביבליוגרפי
Main Authors: Van Der Merwe, R, Doucet, A, De Freitas, N, Wan, E
פורמט: Conference item
יצא לאור: Neural information processing systems foundation 2001