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eess.SP2019★ 3 cited
A Bayesian Theory of Change Detection in Statistically Periodic Random Processes
Taposh Banerjee, Prudhvi Gurram, Gene Whipps
A new class of stochastic processes called independent and periodically identically distributed (i.p.i.d.) processes is defined to capture periodically varying statistical behavior…
eess.SP2019
Minimax-Optimal Algorithms for Detecting Changes in Statistically Periodic Random Processes
Taposh Banerjee, Prudhvi Gurram, Gene Whipps
Theory and algorithms are developed for detecting changes in the distribution of statistically periodic random processes. The statistical periodicity is modeled using independent a…