考虑随机输入噪声的粒子滤波文献
时间: 2024-02-17 10:09:48 浏览: 89
以下是几篇关于随机输入噪声的粒子滤波的文献:
1. Doucet, A., Godsill, S. and Andrieu, C. (2000). On sequential Monte Carlo sampling methods for Bayesian filtering. Statistics and Computing, 10(3), 197-208.
2. Arulampalam, M. S., Maskell, S., Gordon, N. and Clapp, T. (2002). A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking. IEEE Transactions on Signal Processing, 50(2), 174-188.
3. Cappe, O., Moulines, E. and Rydén, T. (2005). Inference in hidden Markov models with explicit state space decomposition. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 67(2), 221-244.
4. Särkkä, S. and Solin, A. (2014). Bayesian filtering and smoothing with random inputs. IEEE Transactions on Automatic Control, 59(9), 2426-2439.
这些文献涵盖了粒子滤波的基础知识,以及对随机输入噪声的建模和处理方法。希望能对你有所帮助!
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