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Stability of FFLS-based diffusion adaptive filter under a cooperative excitation condition
In this paper, we consider the distributed filtering problem over sensor networks such that all sensors cooperatively track unknown time-varying parameters by using local information.
Convergence of the Distributed SG Algorithm Under Cooperative Excitation Condition
In this paper, a distributed stochastic gradient (SG) algorithm is proposed where the estimators are aimed to collectively estimate an unknown time-invariant parameter from a set of noisy measurements obtained by distributed sensors.
Distributed Sparse Identification for Stochastic Dynamic Systems under Cooperative Non-Persistent Excitation Condition
A distributed sparse least squares algorithm is proposed by minimizing a local information criterion formulated as a linear combination of accumulative local estimation error and L_1-regularization term.
Distributed order estimation of ARX model under cooperative excitation condition
The simultaneous estimation for both the system orders and parameters brings challenges for the theoretical analysis.
