High-Order Moment Recursive State Estimation of Markov Jump Linear Systems

A high-order moment recursive state estimator is designed to achieve the minimum mean square error estimation of a Markov jump linear system (MJLS) whose state distribution obeys a generalized Gaussian distribution (GGD). The operation properties of the cumulant generating function are explored to t...

Full description

Bibliographic Details
Main Authors: Ziheng Zhou, Xiaoli Luan, Fei Liu
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8538874/