arxiveess.SY2026-07-17
Distributed Adaptive Estimation of Unknown Nonlinear Systems without Input Sharing
This paper studies distributed adaptive state estimation for discrete-time nonlinear systems with unknown source dynamics over directed communication networks. Each sensing agent estimates the source state using only local measurements and information exchanged with neighboring a…