Low power probabilistic online monitoring of systematic erroneous behaviour : WestminsterResearch

Publication dates
Title	Low power probabilistic online monitoring of systematic erroneous behaviour
Authors	Gutierrez, M.D., Tenentes, V., Kazmierski, T.J. and Rossi, D.
Type	Conference paper
Abstract	Electronic devices with power-constrained embedded systems are used for a variety of IoT applications, such as geo-monitoring, parking sensors and surveillance, which may tolerate few errors and may not be constrained by a strict error detection latency requirement. In this poster, we propose a novel low power online error monitoring technique that produces an alarm signal when systematic erroneous behaviour has occurred over a pre-defined time interval. A monitoring architecture monitors the signal probabilities of the logic cones concurrently to its normal operation and compares them on-chip against the signature of error-free behaviour. Results on a set of the EPFL'15 benchmarks show an average error coverage of 82.9%% of errors induced by stuck-at faults, with an average area cost of 1.2% and an error detection latency of [0.01, 3.3] milliseconds.
Keywords	Circuit faults, Monitoring, Systematics, Radiation detectors, Benchmark testing, Logic gates
Year	2017
Conference	2017 22nd IEEE Test Symposium (ETS)
Publisher	IEEE
Accepted author manuscript	POMSE_ETS - POSTER_accepted.pdf
Published	07 Jul 2017
ISSN	1530-1877
ISBN	9781509054572
Digital Object Identifier (DOI)	https://doi.org/10.1109/ETS.2017.7968239

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Low power probabilistic online monitoring of systematic erroneous behaviour

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