Distributed source processing with linear nested arrays

作者: Keyong Han , Arye Nehorai

DOI: 10.1109/SAM.2014.6882457

关键词: AlgorithmSignalComputer scienceExploitMultipath propagationDegrees of freedom (statistics)Direction of arrivalConstruct (python library)Point sourceSmoothingReal-time computing

摘要: We consider the problem of using linear nested arrays to estimate direction arrival (DOA) spatially distributed sources and detect source number, where we have more than actual physical sensors. Angular spread, caused by multipath nature sources, makes commonly used point assumption ineffective. In this paper, establish signal model for a array. Due characteristics regular spatial smoothing technique, which is exploit increased degrees freedom provided co-array, no longer works. thus propose novel approach circumvent problem. Based on analytical results, construct corresponding DOA estimation number detection methods. The effectiveness proposed methods verified through numerical examples.

参考文章(11)
Nested Array Processing for Distributed Sources IEEE Signal Processing Letters. ,vol. 21, pp. 1111- 1114 ,(2014) , 10.1109/LSP.2014.2325000
Keyong Han, Arye Nehorai, Improved Source Number Detection and Direction Estimation With Nested Arrays and ULAs Using Jackknifing IEEE Transactions on Signal Processing. ,vol. 61, pp. 6118- 6128 ,(2013) , 10.1109/TSP.2013.2283462
Keyong Han, Arye Nehorai, Wideband Gaussian Source Processing Using a Linear Nested Array IEEE Signal Processing Letters. ,vol. 20, pp. 1110- 1113 ,(2013) , 10.1109/LSP.2013.2281514
Piya Pal, P. P. Vaidyanathan, Nested Arrays: A Novel Approach to Array Processing With Enhanced Degrees of Freedom IEEE Transactions on Signal Processing. ,vol. 58, pp. 4167- 4181 ,(2010) , 10.1109/TSP.2010.2049264
Keyong Han, Arye Nehorai, Nested Vector-Sensor Array Processing via Tensor Modeling IEEE Transactions on Signal Processing. ,vol. 62, pp. 2542- 2553 ,(2014) , 10.1109/TSP.2014.2314437
Yong Up Lee, Jinho Choi, Iickho Song, Seong Ro Lee, Distributed source modeling and direction-of-arrival estimation techniques IEEE Transactions on Signal Processing. ,vol. 45, pp. 960- 969 ,(1997) , 10.1109/78.564184
R. Schmidt, Multiple emitter location and signal parameter estimation IEEE Transactions on Antennas and Propagation. ,vol. 34, pp. 276- 280 ,(1986) , 10.1109/TAP.1986.1143830
Zhaoshui He, Andrzej Cichocki, Shengli Xie, Kyuwan Choi, Detecting the Number of Clusters in n-Way Probabilistic Clustering IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 32, pp. 2006- 2021 ,(2010) , 10.1109/TPAMI.2010.15
S. Shahbazpanahi, S. Valaee, M.H. Bastani, Distributed source localization using ESPRIT algorithm IEEE Transactions on Signal Processing. ,vol. 49, pp. 2169- 2178 ,(2001) , 10.1109/78.950773
Jooshik Lee, Jingon Joung, Jik Dong Kim, A Method for the Direction-of-Arrival Estimation of Incoherently Distributed Sources IEEE Transactions on Vehicular Technology. ,vol. 57, pp. 2885- 2893 ,(2008) , 10.1109/TVT.2008.915500