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Published on: May 8, 2021
Adaptive sensing based on profiles for sensor systems
Yoshiteru Ishida1, Masahiro Tokumitsu
1Department of Knowledge-Based Information Engineering, Toyohashi University of Technology / 1-1, Tempaku, Toyohashi, Aichi 441-8580, Japan;
Abstract:
This paper proposes a profile-based sensing framework for adaptive sensor systems based on models that relate possibly heterogeneous sensor data and profiles generated by the models to detect events. With these concepts, three phases for building the sensor systems are extracted from two examples: a combustion control sensor system for an automobile engine, and a sensor system for home security. The three phases are: modeling, profiling, and managing trade-offs. Designing and building a sensor system involves mapping the signals to a model to achieve a given mission.
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