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• W2054345557 abstract "Wireless sensor networks (WSNs) are usually deployed for monitoring systems with the distributed detection and estimation of sensors. A consensus based estimation method is proposed in this paper for heterogeneous WSNs with two types of sensors. The convergence properties of the proposed estimators are analyzed under time-varying inputs. It is shown that the kind of sensors with high processing ability can exponentially converge to time-varying ambience signals with a bounded error ball. The radius of the ball can be obtained by a minimization problem. The results also imply that network topology has a great impact on the convergence of the distributed estimators. The simulation study illustrates the effectiveness of the proposed estimation method." @default.
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• W2054345557 date "2010-06-01" @default.
• W2054345557 modified "2023-09-25" @default.
• W2054345557 title "Convergence properties of distributed estimators for heterogeneous wireless sensor networks" @default.
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• W2054345557 doi "https://doi.org/10.1109/icca.2010.5524450" @default.
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