Distributed Adaptive Tobit Kalman Filter for Networked Systems Under Sensor Delays and Censored Measurements
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Signal and Information Processing over Networks"
DOI: 10.1109/tsipn.2022.3174955
Abstract: The distributed adaptive Tobit Kalman filter (DATKF) is derived in this article for the discrete time networked system with multiple sensors under sensor delays and censored measurements. In the modified measurement model, the phenomena of… read more here.
Keywords: sensor delays; tobit kalman; adaptive tobit; censored measurements ... See more keywords
Protocol-Based Tobit Kalman Filter Under Integral Measurements and Probabilistic Sensor Failures
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Transactions on Signal Processing"
DOI: 10.1109/tsp.2020.3048245
Abstract: This paper is concerned with the Tobit Kalman filtering problem for a class of discrete time-varying systems subject to censored observations, integral measurements and probabilistic sensor failures under the Round-Robin protocol (RRP). The censored observations… read more here.
Keywords: integral measurements; sensor failures; measurements probabilistic; tobit kalman ... See more keywords