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Author

Anthony Ephremides

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Preprint Sep 2026

Innovation-Based Sampling for New Information

This work introduces innovation-based sampling of continuous stochastic processes, in which a sample is generated only when the process reveals ``sufficiently new''information relative to all previous samples. The resulting innovation process admits a lattice structure and a three-dimensional state representation. For...

Ji-Ping Luo, Anthony Ephremides, Nikolaos Pappas · 0 citations

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