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文件名称：Sensor+Analysis+for+the+Internet+of+Things-Morgan+&+Claypool(2018).pdf
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更新时间：2021-03-24 16:25:42
IoT Sensor
This?book?is?a?product?of?collaboration?between?the?Sensor,?Signal?&?Information?Processing
(SenSIP)?center?at?Arizona?State?University?and?NXP?Semiconductor’s?sensor?division.?SenSIP
is?one?of?the?sites?of?the?Industry/University?Cooperative?Research?Center?(I/UCRC)?for?Net-
Centric?Software?and?Systems,?partially?sponsored?by?the?National?Science?Foundation?and
industrial?members.?Freescale?Semiconductor?(now?a?part?of?NXP)?joined?SenSIP?in?2014,?and
the?two?organizations?began?a?joint?project?to?explore?the?use?of?sensors?and?machine?learning
techniques?in?the?context?of?machine?condition?monitoring.
Student?investigators?Jongmin?Lee?(now?Dr.?Lee,?and?an?NXP?engineer)?and?Uday
Shankar?Shanthamallu?worked?under?the?supervision?of?SenSIP?director?Dr.?Andreas?Spanias
and?Michael?Stanley?at?NXP?to?evaluate?the?application?of?standard?machine?learning?techniques
to?the?embedded?design?space.?We?were?specifically?interested?in?bringing?machine?learning
techniques?to?the?IoT?“leaf?node”.
Prior?to?joining?SenSIP,?Stanley,?Mark?Pedley,?and?Dr.?Zbigniew?Baranski?of?NXP?spent
significant?efforts?developing?and?documenting?what?is?now?the?open-sourced?NXP?Sensor?Fu-
sion?Library.?Stanley?also?wrote?a?series?of?blogs?on?sensor?and?sensor?fusion?topics.
As?we?gained?additional?insights?during?the?SenSIP?project,?we?began?to?consider?pulling
materials?from?that?project,?as?well?as?our?existing?blogs?and?sensor?fusion?documentation?for
an?overview?book?on?topics?of?sensors?for?IoT?and?machine?learning.?This?book?is?a?result?of
that?effort.?It?is?intended?to?provide?a?sampling?of?sensor?and?sensor?data?analysis?topics,?with
sufficient?references?to?allow?the?interested?user?to?follow?up?on?specific?areas?of?interest.