Gradient-based particle filter algorithm for an ARX model with nonlinear communication output
(2018)
Journal Article
Chen, J., Liu, Y., Ding, F., & Zhu, Q. (2018). Gradient-based particle filter algorithm for an ARX model with nonlinear communication output. IEEE Transactions on Systems Man and Cybernetics: Systems, https://doi.org/10.1109/TSMC.2018.2810277
A stochastic gradient (SG)-based particle filter (SG-PF) algorithm is developed for an ARX model with nonlinear communication output in this paper. This ARX model consists of two submodels, one is a linear ARX model and the other is a nonlinear outpu... Read More about Gradient-based particle filter algorithm for an ARX model with nonlinear communication output.