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• W2962790721 abstract "We consider an event-based communication mechanism for diffusion least mean-squares estimation in a sensor network, in which an intermediate estimate from a sensor is communicated to its neighbors only when a triggering criterion is satisfied. We provide a sufficient condition for the mean error stability of our proposed event-based diffusion strategy, and derive an upper bound of its steady-state network mean-square deviation (MSD). Simulations demonstrate that our event-based strategy can achieve similar steady-state network MSD as the adapt-then-combine diffusion strategy but at a significantly lower communication rate." @default.
• W2962790721 created "2019-07-30" @default.
• W2962790721 creator A5017774638 @default.
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• W2962790721 date "2018-07-01" @default.
• W2962790721 modified "2023-09-24" @default.
• W2962790721 title "An Event-Based Diffusion LMS Strategy" @default.
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• W2962790721 doi "https://doi.org/10.1109/sam.2018.8448841" @default.
• W2962790721 hasPublicationYear "2018" @default.
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