4 papers
Quickest Change Point Detection with Measurements over a Lossy Link
Krishna Chaythanya KV, Saqib Abbas Baba, Anurag Kumar +2
Motivated by Industry 4.0 applications, we consider quickest change detection (QCD) of an abrupt change in a process when its measurements are transmitted by a sensor over a lossy…
Minimizing Age of Detection for a Markov Source over a Lossy Channel
Shivang Garde, Jaya Prakash Champati, Arpan Chattopadhyay
Monitoring a process/phenomenon of specific interest is prevalent in Cyber-Physical Systems (CPS), remote healthcare, smart buildings, intelligent transport, industry 4.0, etc. A k…
Quickest Detection of False Data Injection Attack in Distributed Process Tracking
Saqib Abbas Baba, Arpan Chattopadhyay
This paper addresses the problem of detecting false data injection (FDI) attacks in a distributed network without a fusion center, represented by a connected graph among multiple a…
Online Reinforcement Learning for Periodic MDP
Ayush Aniket, Arpan Chattopadhyay
We study learning in periodic Markov Decision Process(MDP), a special type of non-stationary MDP where both the state transition probabilities and reward functions vary periodicall…