Unbiased Finite Impluse Response Filtering: An Iterative Alternative to Kalman Filtering Ignoring Noise and Initial Conditions
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Control Systems"
DOI: 10.1109/mcs.2017.2718830
Abstract: If a system and its observation are both represented in state space with linear equations, the system noise and the measurement noise are white, Gaussian, and mutually uncorrelated, and the system and measurement noise statistics… read more here.
Keywords: system; response; finite impluse; response filtering ... See more keywords
Frobenius Norm-Based Unbiased Finite Impulse Response Fusion Filtering for Wireless Sensor Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Industrial Electronics"
DOI: 10.1109/tie.2021.3055172
Abstract: This article presents a new approach to designing the Frobenius norm-based weighted unbiased finite impulse response (FIR) fusion filter for wireless sensor networks. The weighted Frobenius norm is employed as a cost function to design… read more here.
Keywords: fusion; unbiased finite; norm based; filter ... See more keywords