A const-eccentricity elliptical model in radio tomographic imaging

被引:0
|
作者
School of Information and Electronics, Beijing Institute of Technology, Beijing [1 ]
100081, China
不详 [2 ]
102617, China
机构
[1] School of Information and Electronics, Beijing Institute of Technology, Beijing
[2] Department of Telecommunication, Beijing Institute of Petrochemical Technology, Beijing
来源
Beijing Ligong Daxue Xuebao | / 7卷 / 725-729期
关键词
Ellipse eccentricity; Image reconstruction; Radio tomographic imaging; Received signal strength indication;
D O I
10.15918/j.tbit1001-0645.2015.07.014
中图分类号
学科分类号
摘要
Variable-eccentricity elliptical model was corrected in radio tomographic imaging; constant-eccentricity elliptical model was introduced. When two link nodes are the focus of the ellipse, the amount of the changed RSSI of link were weighted sum of shadow fading for each pixel covered by constant-eccentricity ellipse. Tikhonov regularization reconstructed images of different models and elliptical eccentricity were compared. Test data of the University of Utah and the Beijing Institute of Technology were selected; imaging results show that the constant-eccentricity model is better than variable-eccentricity model. The imaging results show that the larger elliptical eccentricity is, the higher positioning accuracy becomes, but there is spurious line. When using the constant-eccentricity elliptical model, reasonable eccentricity is near in 0.996. ©, 2015, Beijing Institute of Technology. All right reserved.
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页码:725 / 729
页数:4
相关论文
共 5 条
  • [1] Agrawal P., Patwari N., Correlated link shadow fading in multi-hop wireless networks, IEEE Transactions on, Wireless Communications, 8, 8, pp. 4024-4036, (2009)
  • [2] Koster V., Lewandowski A., Wietfeld C., A segmentation-based radio tomographic imaging approach for interference reduction in hostile industrial environments, Proceedings of Position Location and Navigation Symposium (PLANS), pp. 1074-1081, (2012)
  • [3] Hamilton B.R., Ma X., Baxley R.J., Et al., Radio frequency tomography in mobile networks, Proceedings of Statistical Signal Processing Workshop (SSP), IEEE, pp. 508-511, (2012)
  • [4] Wilson J., Patwari N., Radio tomographic imaging with wireless networks, Transactions on IEEE Mobile Computing, 9, 5, pp. 621-632, (2010)
  • [5] Heng L., Zheng-Huan W., Xiang-Yuan B., Et al., Image reconstruction algorithms for radio tomographic imaging, Proceedings of Cyber Technology in Automation, Control, and Intelligent Systems (CYBER), pp. 48-53, (2012)