An Efficient Maximum Likelihood Method for Direction-of-Arrival Estimation via Sparse Bayesian Learning

作者: Zhang-Meng Liu , Zhi-Tao Huang , Yi-Yu Zhou

DOI: 10.1109/TWC.2012.090312.111912

关键词:

摘要: The computationally prohibitive multi-dimensional searching procedure greatly restricts the application of the maximum likelihood (ML) direction-of-arrival (DOA) estimation method in …

参考文章(38)
Michael E Tipping, Sparse bayesian learning and the relevance vector machine Journal of Machine Learning Research. ,vol. 1, pp. 211- 244 ,(2001) , 10.1162/15324430152748236
P. Stoica, Y. Selen, Model-order selection: a review of information criterion rules IEEE Signal Processing Magazine. ,vol. 21, pp. 36- 47 ,(2004) , 10.1109/MSP.2004.1311138
Abd-Krim Seghouane, Asymptotic bootstrap corrections of AIC for linear regression models Signal Processing. ,vol. 90, pp. 217- 224 ,(2010) , 10.1016/J.SIGPRO.2009.06.010
A. P. Dempster, N. M. Laird, D. B. Rubin, Maximum Likelihood from Incomplete Data Via theEMAlgorithm Journal of the Royal Statistical Society: Series B (Methodological). ,vol. 39, pp. 1- 22 ,(1977) , 10.1111/J.2517-6161.1977.TB01600.X
Jianqing Fan, Runze Li, Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties Journal of the American Statistical Association. ,vol. 96, pp. 1348- 1360 ,(2001) , 10.1198/016214501753382273
Xiaojing Huang, Y. J. Guo, Frequency-Domain AoA Estimation and Beamforming with Wideband Hybrid Arrays IEEE Transactions on Wireless Communications. ,vol. 10, pp. 2543- 2553 ,(2011) , 10.1109/TWC.2011.062211.100439
Xiaojing Huang, Y. Jay Guo, John D. Bunton, A hybrid adaptive antenna array IEEE Transactions on Wireless Communications. ,vol. 9, pp. 1770- 1779 ,(2010) , 10.1109/TWC.2010.05.091020
D. Malioutov, M. Cetin, A.S. Willsky, A sparse signal reconstruction perspective for source localization with sensor arrays IEEE Transactions on Signal Processing. ,vol. 53, pp. 3010- 3022 ,(2005) , 10.1109/TSP.2005.850882
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
J.B. Schodorf, D.B. Williams, Array processing techniques for multiuser detection IEEE Transactions on Communications. ,vol. 45, pp. 1375- 1378 ,(1997) , 10.1109/26.649748