Space Coding Schemes for Multiple Human Localization With Fiber-Optic Sensors

作者: Rui Ma , Qi Hao , Xiaoli Hu , Cong Wang

DOI: 10.1109/JSEN.2018.2810329

关键词:

摘要: This paper presents a pressure sensing system using fiber-optic sensors for multiple human localizations. The conventional fiber sensor uses complicated hardware such as optical time-domain reflectometer (OTDR) localization, while this aims to develop smart floor with much simpler localization based on binary compressive and low-density parity-check (LDPC) coding. proposed includes LED emitters, plastic fibers, photodetectors, well wireless motes. observation space (or floor) is encoded into set of codes, multidimensional data are generated when targets walk the floor. A Bayesian decoding algorithms developed target those data, given two types logic operations (OR XOR), respectively. experimental results demonstrate location information acquisition capability encoding/decoding scheme high efficiency energy efficiency.

参考文章(28)
Yuanchao Shu, Cheng Bo, Guobin Shen, Chunshui Zhao, Liqun Li, Feng Zhao, Magicol: Indoor Localization Using Pervasive Magnetic Field and Opportunistic WiFi Sensing IEEE Journal on Selected Areas in Communications. ,vol. 33, pp. 1443- 1457 ,(2015) , 10.1109/JSAC.2015.2430274
Wen-Hau Liau, Chao-Lin Wu, Li-Chen Fu, Inhabitants Tracking System in a Cluttered Home Environment Via Floor Load Sensors IEEE Transactions on Automation Science and Engineering. ,vol. 5, pp. 10- 20 ,(2008) , 10.1109/TASE.2007.911671
L. Yu, H. Sun, J.P. Barbot, G. Zheng, Bayesian compressive sensing for cluster structured sparse signals Signal Processing. ,vol. 92, pp. 259- 269 ,(2012) , 10.1016/J.SIGPRO.2011.07.015
Lorne Applebaum, Stephen D. Howard, Stephen Searle, Robert Calderbank, Chirp sensing codes: Deterministic compressed sensing measurements for fast recovery Applied and Computational Harmonic Analysis. ,vol. 26, pp. 283- 290 ,(2009) , 10.1016/J.ACHA.2008.08.002
Santosh Nannuru, Yunpeng Li, Yan Zeng, Mark Coates, Bo Yang, Radio-Frequency Tomography for Passive Indoor Multitarget Tracking IEEE Transactions on Mobile Computing. ,vol. 12, pp. 2322- 2333 ,(2013) , 10.1109/TMC.2012.190
Qingquan Sun, Fei Hu, Qi Hao, Human Movement Modeling and Activity Perception Based on Fiber-Optic Sensing System IEEE Transactions on Human-Machine Systems. ,vol. 44, pp. 743- 754 ,(2014) , 10.1109/THMS.2014.2354046
Waheed U. Bajwa, Jarvis D. Haupt, Gil M. Raz, Stephen J. Wright, Robert D. Nowak, Toeplitz-Structured Compressed Sensing Matrices 2007 IEEE/SP 14th Workshop on Statistical Signal Processing. pp. 294- 298 ,(2007) , 10.1109/SSP.2007.4301266
Alexandros G. Dimakis, Roxana Smarandache, Pascal O. Vontobel, LDPC Codes for Compressed Sensing IEEE Transactions on Information Theory. ,vol. 58, pp. 3093- 3114 ,(2012) , 10.1109/TIT.2011.2181819
Qi Hao, David J. Brady, Bob D. Guenther, John B. Burchett, Mohan Shankar, Steve Feller, Human Tracking With Wireless Distributed Pyroelectric Sensors IEEE Sensors Journal. ,vol. 6, pp. 1683- 1696 ,(2006) , 10.1109/JSEN.2006.884562