Michael Stanley
NXP Semiconductors
Soft sensorWearable computerData analysisSensor webSensor fusion
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Publications 2
#1Michael Stanley (NXP Semiconductors)H-Index: 2
#2Jongmin Lee (NXP Semiconductors)H-Index: 1
While it may be attractive to view sensors as simple transducers which convert physical quantities into electrical signals, the truth of the matter is more complex. The engineer should have a proper understanding of the physics involved in the conversion process, including interactions with other measurable quantities. A deep understanding of these interactions can be leveraged to apply sensor fusion techniques to minimize noise and/or extract additional information from sensor signals. Advances...
3 Citations
Dec 1, 2016 in ISSPIT (International Symposium on Signal Processing and Information Technology)
#1Jongmin Lee (ASU: Arizona State University)H-Index: 4
#2Michael Stanley (NXP Semiconductors)H-Index: 2
Last. Cihan Tepedelenlioglu (ASU: Arizona State University)H-Index: 26
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Interpreting sensor data in Internet-of-Things applications is a challenging problem particularly in embedded systems. We consider sensor data analytics where machine learning algorithms can be fully implemented on an embedded processor/sensor board. We develop an efficient real-time realization of a Gaussian mixture model (GMM) for execution on the NXP FRDM-K64F embedded sensor board. We demonstrate the design of a customized program and data structure that generates real-time sensor features, ...
9 CitationsSource