Kensor: Coordinated Intelligence from Co-located Sensors

Sat, 01 Jan 2022 00:00:00 +0000

Kensor uncovers coordinated intelligence about normal and abnormal phenomena from multiple sensors co-located in close proximity in secure installations.

Kensor

Overview

Given a set of co-located sensors, we seek an intelligent approach that would automatically determine the “normal” patterns of behaviors among the correlated sensors.

After normal behavior is extracted, later monitoring should detect any deviant variations over time.

An example application is an entry monitoring and alert system for facilities such as nuclear reactors, where badge readers, door locks, lights, weight trackers and other co-located sensors at the entry point are collectively tracked.

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Organization

Sponsor: Nuclear Safety
Period: 2019-2020

Kensor: Coordinated Intelligence from Co-Located Sensors

Here, we focus on coordinated intelligence about normal and abnormal phenomena from multiple sensors geographically co-located, monitoring and controlling a set of co-located devices. Given a set of co-located sensors, we develop an intelligent approach that automatically determines the ’normal’ patterns of behaviors among the correlated sensors. After normal behavior is extracted, later monitoring detects deviant variations over time.

Olivera Kotevska, Kalyan Perumalla, Juan Lopez

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Kensor: Coordinated Intelligence from Co-Located Sensors

Mon, 09 Dec 2019 00:00:00 +0000

https://ieeexplore.ieee.org/abstract/document/9006318

Markov Chain | Kalyan Perumalla

Kensor: Coordinated Intelligence from Co-located Sensors

Overview

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Kensor: Coordinated Intelligence from Co-Located Sensors