Reading Activity Recognition in Smart RF-Library

In the library, recognizing the behaviors of readers can better excavate the reading habit of the readers and bring convenience to the book management. We present the design and implementation of a reading activity recognition approach utilizing passive RFID tags. By collecting and analyzing phase value distribution feature, our approach can recognize which book has been picked up. We give a detailed analysis of factors that can affect phase value in theory and combine these factors with relevant activities. And then we infer the activities in real time through monitoring the phase of tags. Besides, we implement our approach with off-the-shelf RFID equipment.

[1]  Wei Xi,et al.  CBID: A Customer Behavior Identification System Using Passive Tags , 2014, 2014 IEEE 22nd International Conference on Network Protocols.

[2]  Xinyu Zhang,et al.  Gyro in the air: tracking 3D orientation of batteryless internet-of-things , 2016, MobiCom.

[3]  Jie Wu,et al.  Fast Tracking the Population of Key Tags in Large-Scale Anonymous RFID Systems , 2017, IEEE/ACM Transactions on Networking.

[4]  Ivan Marsic,et al.  Passive RFID for Object and Use Detection during Trauma Resuscitation , 2016, IEEE Transactions on Mobile Computing.

[5]  Kaishun Wu,et al.  GRfid: A Device-Free RFID-Based Gesture Recognition System , 2017, IEEE Transactions on Mobile Computing.

[6]  Lei Yang,et al.  Tagoram: real-time tracking of mobile RFID tags to high precision using COTS devices , 2014, MobiCom.