Kalman filter: historical overview and review of its use in robotics 60 years after its creation

C Urrea, R Agramonte - Journal of Sensors, 2021 - Wiley Online Library
Due to its widespread application in the robotics field, the Kalman filter has received
increased attention from researchers. This work reviews some of the modifications …

A novel adaptive filtering for cooperative localization under compass failure and non-gaussian noise

B Xu, X Wang, J Zhang, Y Guo… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Multi-autonomous underwater vehicles (AUVs) cooperative localization has become a
research hotspot in the marine navigation field. In this paper, a filtering algorithm for slave …

Experimental test of a two-stage Kalman filter for actuator fault detection and diagnosis of an unmanned quadrotor helicopter

MH Amoozgar, A Chamseddine, Y Zhang - Journal of Intelligent & Robotic …, 2013 - Springer
This paper addresses the problem of Faut Detection and Diagnosis (FDD) of a quadrotor
helicopter system in the presence of actuator faults. To this end a Two-Stage Kalman Filter …

Robust actuator fault detection and diagnosis for a quadrotor UAV with external disturbances

Y Zhong, Y Zhang, W Zhang, J Zuo, H Zhan - IEEE Access, 2018 - ieeexplore.ieee.org
This paper presents a robust actuator fault detection and diagnosis (FDD) scheme for a
quadrotor UAV (QUAV) in the presence of external disturbances. First, the dynamic model of …

Adaptive two-stage extended Kalman filter for a fault-tolerant INS-GPS loosely coupled system

KH Kim, JG Lee, CG Park - IEEE Transactions on Aerospace …, 2009 - ieeexplore.ieee.org
The well-known conventional Kalman filter requires an accurate system model and exact
stochastic information. But in a number of situations, the system model has an unknown …

Detection, estimation, and accommodation of loss of control effectiveness

N Eva Wu, Y Zhang, K Zhou - International journal of adaptive …, 2000 - Wiley Online Library
In this paper, an adaptive Kalman filtering algorithm is developed for use to estimate the
reduction of control effectiveness in a closed‐loop setting. Control effectiveness factors are …

A two-stage Kalman filter for cyber-attack detection in automatic generation control system

ASLV Tummala, RK Inapakurthi - Journal of Modern Power …, 2021 - ieeexplore.ieee.org
Communication plays a vital role in incorporating smartness into the interconnected power
system. However, historical records prove that the data transfer has always been vulnerable …

Huber's M-estimation-based process uncertainty robust filter for integrated INS/GPS

L Chang, K Li, B Hu - IEEE Sensors Journal, 2015 - ieeexplore.ieee.org
The integration of the inertial navigation system and the global positioning system (INS/GPS)
is a widely used procedure for position and attitude determination applications. The Kalman …

Resilient actuator fault estimation for discrete-time complex networks: A distributed approach

Y Liu, Z Wang, D Zhou - IEEE Transactions on Automatic …, 2020 - ieeexplore.ieee.org
This article is concerned with the resilient fault diagnosis (FD) problem for a class of complex
networks subject to possible loss of the actuator effectiveness and random variation of the …

Fault‐tolerant adaptive control allocation schemes for overactuated systems

A Casavola, E Garone - … journal of robust and nonlinear control, 2010 - Wiley Online Library
This paper presents a fault‐tolerant adaptive control allocation scheme for overactuated
systems subject to loss of effectiveness actuator faults. The main idea is to use an 'ad …