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• W3081210012 abstract "Samples from a high-dimensional AR[1] process are quantized and sent over a time-slotted communication channel of finite capacity. The receiver seeks to form an estimate of the process in real-time. We consider the slow-sampling regime where multiple communication slots occur between two sampling instants. We propose a successive update scheme which uses communication between sampling instants to update the estimates of the latest sample. We show that there exist quantizers that render the fast but loose version of this scheme, which updates estimates in every slot, universally optimal asymptotically. However, we provide evidence that most practical quantizers will require a judiciously chosen update frequency." @default.
• W3081210012 created "2020-09-01" @default.
• W3081210012 creator A5018741686 @default.
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• W3081210012 date "2020-06-01" @default.
• W3081210012 modified "2023-09-25" @default.
• W3081210012 title "Tracking an Auto-Regressive Process with Limited Communication" @default.
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• W3081210012 doi "https://doi.org/10.1109/isit44484.2020.9174338" @default.
• W3081210012 hasPublicationYear "2020" @default.
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