Transferring Compressive-Sensing-Based Device-Free Localization Across Target Diversity

IEEE Transactions on Industrial Electronics

Volumn 62, Issue 4, 2015, Pages 2397-2409

  Wang, Ju ^a   Chen, Xiaojiang ^a   Fang, Dingyi ^a   Wu, Chase Qishi ^a,b   Yang, Zhe ^c   Xing, Tianzhang ^a  

^a NORTHWEST UNIVERSITY   (China)

^b University of Memphis   (United States)

^c NORTHWESTERN POLYTECHNICAL UNIVERSITY   (China)

Author keywords

compressive sensing; device free localization; target diversity; Transferring

Indexed keywords

RSS; SIGNAL RECONSTRUCTION;

COMPRESSIVE SENSING; DEVICE-FREE LOCALIZATIONS; FEATURE SPACE; RECEIVED SIGNAL STRENGTH; SUBSTANTIAL REDUCTION; TRANSFERRING; WILDLIFE POPULATIONS;

COMPRESSED SENSING;

EID: 84924918713     PISSN: 02780046     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIE.2014.2360140     Document Type: Article

References (24)

1. D. Zhang, Y. Liu, X. Guo, and L. M. Ni, "RASS: A real-time, accurate, scalable system for tracking transceiver-free objects," IEEE Trans. Parallel, Distrib. Syst., vol. 24, no. 5, pp. 996-1008, May 2013.
2. J. Wang et al., "Robust device-free wireless localization based on differential RSS measurements," IEEE Trans. Ind. Electron., vol. 12, no. 60, pp. 5943-5952, Dec. 2013.
3. J. Wilson and N. Patwari, "See-through walls: Motion tracking using variance-based radio tomography networks," IEEE Trans. Mobile Comput., vol. 10, no. 5, pp. 612-621, May 2011.
4. J. Wang et al., "LCS: Compressive sensing based device-free localization for multiple targets in sensor networks," in Proc. 32nd IEEE INFOCOM, Turin, Italy, Apr. 2013, pp. 145-149.
5. J. Wang, Q. Gao, X. Zhang, and H. Wang, "Device-free localisation with wireless networks based on compressive sensing," IET Commun., vol. 6, no. 15, pp. 2395-2403, Oct. 2012.
6. J. Wang, Q. Gao, P. Cheng, L. Wu, and H. Wang, "Lightweight robust device-free localization in wireless networks," IEEE Trans. Ind. Electron., vol. 61, no. 10, pp. 5681-5689, Oct. 2014.
7. S. Park and H. Lee, "Self-recognition of vehicle position using UHF passive RFID tags," IEEE Trans. Ind. Electron., vol. 60, no. 1, pp. 226-234, Jan. 2013.
8. J. Wang, Q. Gao, Y. Yu, H. Wang, and M. Jin, "Toward robust indoor localization based on Bayesian filter using chirp-spread-spectrum ranging,"IEEE Trans. Ind. Electron., vol. 3, no. 59, pp. 1622-1629, Mar. 2012.
9. Crossbow Inc., T. Datasheet. [Online]. Available: http://www.xbow.com
10. H. Ma, C. Zeng, and C. X. Ling, "A reliable people counting system via multiple cameras," ACM Trans. Intell. Syst. Technol., vol. 3, no. 2, p. 31, Feb. 2012.
11. P. Cheng, F. Zhang, J. Chen, Y. Sun, and X. Shen, "A distributed TDMA scheduling algorithm for target tracking in ultrasonic sensor networks,"IEEE Trans. Ind. Electron., vol. 60, no. 9, pp. 3836-3845, Sep. 2013.
12. E. J. Candes and M. B. Wakin, "An introduction to compressive sampling,"IEEE Signal Process. Mag., vol. 25, no. 2, pp. 21-30, Mar. 2008.
13. D. Needell and R. Vershynin, "Signal recovery from incomplete, inaccurate measurements via regularized orthogonal matching pursuit," IEEE J. Sel. Topics Signal Process., vol. 4, no. 2, pp. 310-316, Apr. 2010.
14. D. Polani, "Kullback-Leibler divergence," Encyclopedia Syst. Biol., pp. 1087-1088, 2013.
15. M. Gangeh et al., "Categorizing extent of tumour cell death response to cancer therapy using quantitative ultrasound spectroscopy and maximum mean discrepancy," IEEE Trans. Med. Imag., pp. 268-272, Jun. 2014.
16. X. Zhu, J. Kandola, Z. Ghahramani, and J. D. Lafferty, "Nonparametric transforms of graph kernels for semi-supervised learning," in Proc. Adv. Neural Inf. Process. Syst., 2004, pp. 1641-1648.
17. M. S. Bazaraa, H. D. Sherali, and C. M. Shetty, Nonlinear Programming: Theory and Algorithms. New York, NY, USA: Wiley, 2013.
18. A. F. Molisch, Wireless Communications, vol. 15. New York, NY, USA: Wiley, 2010.
19. R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification. New York, NY, USA: Wiley, 2012.
20. M. Elad, Sparse, Redundant Representations: From Theory to Applications in Signal, Image Processing. New York, NY, USA: Springer-Verlag, 2010.
21. B. Zhang et al., "Sparse target counting, localization in sensor networks based on compressive sensing," in Proc. 30th IEEE INFOCOM, Shanghai, China, Apr. 2013, pp. 2255-2263.
22. W. R. Heinzelman, A. Chandrakasan, and H. Balakrishnan, "Energy-efficient communication protocol for wireless microsensor networks," in Proc. 33rd Annu. Hawaii Int. Conf. Syst. Sci., 2000, pp. 10-20.
23. E. J. Candes, J. K. Romberg, and T. Tao, "Stable signal recovery from incomplete, inaccurate measurements," Commun. Pure Appl. Math., vol. 59, no. 8, pp. 1207-1223, Aug. 2006.
24. W. Xi, J. Z. Zhao, X. Y. Li et al., "Electronic frog eye: Counting crowd using wifi," in Proc. 33rd IEEE INFOCOM, Toronto, ON, Canada, Apr. 2014, pp. 361-368.