Self-localizing battery-free cameras

RFID sensor networks perpetually stream sensor data without batteries. Cameras are power hungry but provide richer information than conventional sensor network nodes. Battery-free, RF-powered camera sensor nodes combine many of the attractive features of RFID sensor networks with those of cameras. However, prior battery-free cameras have no notion of 3D location, which is desirable for creating large scale networks of battery free cameras. In this work we propose using battery-free RFID sensor tags enhanced with on-board cameras to enable a network of distributed tags to optically determine the 3D location and pose of each camera tag given known reference tags enhanced with LEDs. Experimental results show that the camera tags are capable of determining their position with an average accuracy of [x, y, z] = [15:92cm, 4:39cm, 1:03cm] at an LEDs-to-Camera range within 3.6m.

[1]  V. Lepetit,et al.  EPnP: An Accurate O(n) Solution to the PnP Problem , 2009, International Journal of Computer Vision.

[2]  Yi Zhao,et al.  A battery-free object localization and motion sensing platform , 2014, UbiComp.

[3]  J. R. Smith,et al.  Optical localization of passive UHF RFID tags with integrated LEDs , 2012, 2012 IEEE International Conference on RFID (RFID).

[4]  Matthai Philipose Large-Scale Human Activity Recognition Using Ultra-Dense Sensing , 2005 .

[5]  Alanson P. Sample,et al.  IDSense: A Human Object Interaction Detection System Based on Passive UHF RFID , 2015, CHI.

[6]  Yi Zhao,et al.  A battery-free RFID-based indoor acoustic localization platform , 2013, 2013 IEEE International Conference on RFID (RFID).

[7]  Simon J. D. Prince,et al.  Computer Vision: Models, Learning, and Inference , 2012 .

[8]  T. Sanpechuda,et al.  A review of RFID localization: Applications and techniques , 2008, 2008 5th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology.

[9]  Robert C. Bolles,et al.  Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography , 1981, CACM.

[10]  Alanson P. Sample,et al.  Design of an RFID-Based Battery-Free Programmable Sensing Platform , 2008, IEEE Transactions on Instrumentation and Measurement.

[11]  Joshua R. Smith,et al.  WISPCam: A battery-free RFID camera , 2015, 2015 IEEE International Conference on RFID (RFID).