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cs.IT2026
React or Predict? A Spectral Rule for Wireless Threshold Detection
Aamir Mahmood, Nho Duc Tran
A wireless sensor must alert a remote monitor before a monitored process crosses a safety threshold; an alarm arriving afterward may be too late. The sensor can react to its curren…
cs.IT2026
Predictive Triggering for Outage-Resilient Threshold Decisions over Short-Packet Links
Nho-Duc Tran, Aamir Mahmood, Mikael Gidlund
Remote threshold decisions require more than accurate state estimates: the posterior must support reliable alarm/no-alarm decisions and, when possible, anticipate early critical de…
cs.IT2026
Learning-Based Sensor Scheduling for Delay-Aware and Stable Remote State Estimation
Nho-Duc Tran, Aamir Mahmood, Mikael Gidlund
Unpredictable sensor-to-estimator delays fundamentally distort what matters for wireless remote state estimation: not just freshness, but how delay interacts with sensor informativ…