Encoding-decoding-based control and filtering of networked systems: Insights, developments and opportunities

Z Wang, L Wang, S Liu, G Wei - IEEE/CAA Journal of …, 2017 - ieeexplore.ieee.org
In order to make the information transmission more efficient and reliable in a digital
communication channel with limited capacity, various encoding-decoding techniques have …

Intelligent particle filter and its application to fault detection of nonlinear system

S Yin, X Zhu - IEEE Transactions on Industrial Electronics, 2015 - ieeexplore.ieee.org
The particle filter (PF) provides a kind of novel technique for estimating the hidden states of
the nonlinear and/or non-Gaussian systems. However, the general PF always suffers from …

Multiple-mode observer design for a class of switched linear systems

X Zhao, H Liu, J Zhang, H Li - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
In this paper, the problems of state estimation are investigated for switched linear systems
with average dwell time (ADT) switching in both continuous-time and discrete-time contexts …

Target tracking algorithm based on adaptive strong tracking particle filter

L Jia‐qiang, Z Rong‐hua, C Jin‐li… - IET Science …, 2016 - Wiley Online Library
The primary problem of tracking filtering algorithms is the tracking stability and effectiveness
of target states. Based on the particle filter, an adaptive strong tracking particle filter …

Data fusion based on adaptive interacting multiple model for GPS/INS integrated navigation system

C Zhang, C Guo, D Zhang - Applied Sciences, 2018 - mdpi.com
The extended Kalman filter (EKF) as a primary integration scheme has been applied in the
Global Positioning System (GPS) and inertial navigation system (INS) integrated system …

Information fusion based on artificial intelligence method for SINS/GPS integrated navigation of marine vessel

C Zhang, C Guo, MZ Guo - Journal of Electrical Engineering & Technology, 2020 - Springer
The approaches of artificial intelligence (AI)-based has widely been utilized to provide
higher positioning precision for ship navigation by integrating the GPS with the SINS. To …

Ship navigation via GPS/IMU/LOG integration using adaptive fission particle filter

C Zhang, C Guo, D Zhang - Ocean Engineering, 2018 - Elsevier
To achieve a continuous and accurate navigation solution that avoids interruption, GPS is
integrated with dead reckoning techniques such as inertial navigation and speed log. A …

Estimation of the state variables and unknown input of a two-speed electric vehicle driveline using fading-memory Kalman filter

MSR Mousavi, B Boulet - IEEE Transactions on Transportation …, 2016 - ieeexplore.ieee.org
This paper studies the stochastic estimation of unavailable state variables and the unknown
input of an electric vehicle (EV) driveline equipped with a novel seamless clutchless two …

Statistical recovery of simultaneously sparse time-varying signals from multiple measurement vectors

JW Choi, B Shim - IEEE Transactions on Signal Processing, 2015 - ieeexplore.ieee.org
In this paper, we propose a new sparse signal recovery algorithm, referred to as sparse
Kalman tree search (sKTS), that provides a robust reconstruction of the sparse vector when …

EKF-based joint channel estimation and decoding design for non-stationary OFDM channel

Y Liao, X Shen, X Dai, M Zhao, K Liu… - … 2017-2017 IEEE …, 2017 - ieeexplore.ieee.org
Non-stationarity is a key feature of wireless channels in high-mobility environments, such as
high speed railway, which is one of the barriers on improving the communication quality if …