Source Localization on Two-Dimensional Grid

作者: Kui Liu , Yang Cheng , Pan Li , T. Singh

DOI: 10.1109/GLOCOM.2011.6134384

关键词:

摘要: A computationally efficient algorithm is presented for locating multiple sources on a two-dimensional grid. The total number of the as well their intensities and locations grid are assumed unknown not necessarily identical. distribution source intensity grid, which contains all information about sources, obtained by solving convex optimization problem. With interpreted gray-level image, determined centroids objects in image. Given locations, estimated linear least-squares

参考文章(13)
T. Singh, Yang Cheng, Source term estimation using convex optimization international conference on information fusion. pp. 1- 8 ,(2008)
Mark Morelande, Branko Ristic, Ajith Gunatilaka, Detection and parameter estimation of multiple radioactive sources international conference on information fusion. pp. 1- 7 ,(2007) , 10.1109/ICIF.2007.4408094
Emmanuel J. Candès, Modern statistical estimation via oracle inequalities Acta Numerica. ,vol. 15, pp. 257- 325 ,(2006) , 10.1017/S0962492906230010
Wendong Xiao, Wei Meng, Chengdong Wu, Zixi Jia, Sajal K. Das, Energy-based sensor network multiple-source localization via a new EM algorithm chinese control and decision conference. pp. 5319- 5324 ,(2008) , 10.1109/CCDC.2008.4598346
James W. Howse, Lawrence O. Ticknor, Kenneth R. Muske, Least squares estimation techniques for position tracking of radioactive sources Automatica. ,vol. 37, pp. 1727- 1737 ,(2001) , 10.1016/S0005-1098(01)00134-0
Joseph B Kadane, Nicole A Lazar, Methods and Criteria for Model Selection Journal of the American Statistical Association. ,vol. 99, pp. 279- 290 ,(2004) , 10.1198/016214504000000269
K. C. Ho, Ming Sun, An Accurate Algebraic Closed-Form Solution for Energy-Based Source Localization IEEE Transactions on Audio, Speech, and Language Processing. ,vol. 15, pp. 2542- 2550 ,(2007) , 10.1109/TASL.2007.903312
Yunzhou Zhang, Dingyu Xue, Chengdong Wu, Wei Meng, A new algorithm for multiple-source localization based On acoustic energy in wieless sensor networks international conference on industrial mechatronics and automation. pp. 360- 363 ,(2009) , 10.1109/ICIMA.2009.5156637
Emmanuel J. Candès, Michael B. Wakin, Stephen P. Boyd, Enhancing Sparsity by Reweighted ℓ 1 Minimization Journal of Fourier Analysis and Applications. ,vol. 14, pp. 877- 905 ,(2008) , 10.1007/S00041-008-9045-X
Michael C. Grant, Stephen P. Boyd, Graph Implementations for Nonsmooth Convex Programs Lecture Notes in Control and Information Sciences. pp. 95- 110 ,(2008) , 10.1007/978-1-84800-155-8_7