Distributed nonlinear state estimation via multi-level quantised innovation and covariance-intersection fusion
Transactions of the Institute of Measurement and Control
Published online on March 17, 2026
Abstract
Transactions of the Institute of Measurement and Control, Ahead of Print.
We study distributed state estimation for nonlinear systems observed by spatially separated sensors that communicate over rate-limited links. Each node transmits a multi-level quantised innovation, and a quantisation-aware approximate minimum mean-square ...
We study distributed state estimation for nonlinear systems observed by spatially separated sensors that communicate over rate-limited links. Each node transmits a multi-level quantised innovation, and a quantisation-aware approximate minimum mean-square ...