香港理工大学杨磊教授访问我院并作了学术报告

日期:2016-10-24 | 学术活动 - 学术会议

Date:24/10/2016

Venue:粤海门实验楼A204

Presenter:Lei Yang (杨磊)

TopicMaking Sensing of Mechanical Vibration Period Using COTS RFID Devices


Biography:

           Lei Yang is currently a Research Assistant Professor in Department of Computing, The Hong Kong Polytechnic University. Previously, he was a postdoc fellow in the School of Software, Tsinghua University. He received his B.S. and Ph.D degree from the School of Software and the department of Computer Science and Technology respectively from Xi’an Jiaotong University. He is the winners of Best Paper Award at MobiCom’14 and MobiHoc’14, Runner-up of Best Video Award at MobiCom’16. He is also the recipient of ACM China Doctoral Dissertation Award, Sliver Award of Best Research & Innovation from ITC, Hong Kong Government. He has published many papers at top conference and journals, such as MobiCom, MobiHoc, SenSys, INFOCOM, IDCDCS, ICNP, TMC, TPDS, and so on.


Abstract: 

  Traditional vibration inspection systems, equipped with separated sensing and communication modules, are either very expensive (e.g., hundreds of dollars) and/or suffer from occlusion and narrow field of view (e.g., laser). In this work, we present an RFID-based solution, Tagbeat, to inspect mechanical vibration using COTS RFID tags and readers. Making sense of micro and high-frequency vibration using random and low- frequency readings of tag has been a daunting task, especially challenging for achieving sub-millisecond period accuracy. Our system achieves these three goals by discerning the change pattern of backscatter signal replied from the tag, which is attached on the vibrating surface and displaced by the vibration within a small range. This work introduces three main innovations. First, it shows how one can utilize COTS RFID to sense mechanical vibration and accurately discover its period with a few periods of short and noisy samples. Second, a new digital microscope is designed to amplify the micro-vibration-induced weak signals. Third, Tagbeat introduces compressive reading to inspect high-frequency vibration with relatively low RFID read rate. We implement Tagbeat using a COTS RFID device and evaluate it with a commercial centrifugal machine. Empirical benchmarks with a prototype show that Tagbeat can inspect the vibration period with a mean accuracy of 0.36 m s and a relative error rate of 0.03%. We also study three cases to demonstrate how to associate our inspection solution with the specific domain requirements.



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单位名称:广东省无线大数据与未来网络工程技术研究中心

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