Journal of shanghai Jiaotong University (Science) ›› 2017, Vol. 22 ›› Issue (5): 615-623.doi: 10.1007/s12204-017-1879-4
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LÜ Wentao1* (吕文涛), WANG Junfeng2 (王军锋), YU Wenxian2 (郁文贤), BAO Xiaomin1 (包晓敏)
Online:
2017-09-30
Published:
2017-09-30
Contact:
Lü Wentao (吕文涛)
E-mail:alvinlwt@zstu.edu.cn
CLC Number:
L ¨U Wentao1* (吕文涛), WANG Junfeng2 (王军锋), YU Wenxian2 (郁文贤), BAO Xiaomin1 (包晓敏). Range Profile Target Recognition Using Sparse Representation Based on Feature Space[J]. Journal of shanghai Jiaotong University (Science), 2017, 22(5): 615-623.
[1] | WANG T, WANG X S, CHANG Y L, et al. Estimationof precession parameters and generation of ISARimages of ballistic missile targets [J]. IEEE Transactionson Aerospace and Electronic Systems, 2010,46(4): 1983-1995. |
[2] | GAO HW, XIE L G, WEN S L, et al. Micro-Dopplersignature extraction from ballistic target with microotions[J]. IEEE Transactions on Aerospace andElectronic Systems, 2010, 46(4): 1969-1982. |
[3] | WANG J F, LIU X Z. Improved global range alignmentfor ISAR [J]. IEEE Transactions on Aerospaceand Electronic Systems, 2007, 43(3): 1070-1074. |
[4] | SONG E J, TAHK M J. Three-dimensional midcourseguidance using neural networks for interception of ballistictarget [J]. IEEE Transactions on Aerospace andElectronic Systems, 2002, 38(2): 404-414. |
[5] | NELSON D E, STARZYK J A, ENSLEY D D. Iteratedwavelet transformation and signal discrimination forHRR radar target recognition [J]. IEEE Transactionson Systems, Man and Cybernetics —Part A: Systemsand Humans, 2003, 33(1): 52-57. |
[6] | DU L, LIU H W, BAO Z, et al. Radar HRRP targetrecognition based on higher-order spectra [J]. IEEETransactions on Signal Processing, 2005, 53(7): 2359-2368. |
[7] | LIU J, ZHANG J, ZHAO F. Feature for distinguishingpropeller-driven airplanes from turbine-driven airplanes[J]. IEEE Transactions on Aerospace and ElectronicSystems, 2010, 46(1): 222-229. |
[8] | XIE B, WANG J F. Recognition of warhead in ballisticmissile defense [C]//2014 the 7th InternationalCongress on Image and Signal Processing. Dalian:IEEE, 2014: 1110-1114. |
[9] | COPSEY K, WEBB A. Bayesian gamma mixturemodel approach to radar target recognition [J]. IEEETransactions on Aerospace and Electronic Systems,2003, 39(4): 1201-1217. |
[10] | SHI Y, ZHANG X D. A gabor atom network for signalclassification with application in radar target recognition[J]. IEEE Transactions on Signal Processing,2001, 49(12): 2994-3004. |
[11] | LIU J, FANG N, XIE Y J, et al. Radar target classificationusing support vector machine and subspacemethods [J]. IET Radar, Sonar and Navigation, 2015,9(6): 632-640. |
[12] | WRIGHT J, YANG A Y, GANESH A, et al. Robustface recognition via sparse representation [J]. IEEETransactions on Pattern Analysis and Machine Intelligence,2009, 31(2): 210-227. |
[13] | WANG J Q, LI Y H, CHEN K. Radar high-resolutionrange profile recognition via geodesic weighted sparserepresentation [J]. IET Radar, Sonar and Navigation,2015, 9(1): 75-83. |
[14] | FENG B, DU L, SHAO C Y, et al. Radar HRRP recognitionbased on robust dictionary learning with smalltraining data size [C]//2013 IEEE Radar Conference.Ottawa: IEEE, 2013: 110-114. |
[15] | DONG G G, KUANG G Y, WANG N, et al. SARtarget recognition via joint sparse representation ofmonogenic signal [J]. IEEE Journal of Selected Topicsin Applied Earth Observations and Remote Sensing,2015, 8(7): 3316-3328. |
[16] | AHARON M, ELAD M, BRUCKSTEIN A. K-SVD:An algorithm for designing overcomplete dictionariesfor sparse representation [J]. IEEE Transactions onSignal Processing, 2006, 54(11): 4311-4322. |
[17] | XING XW, JI K F, ZOU H X, et al. Ship classificationin terra SAR-X images with feature space based sparserepresentation [J]. IEEE Geoscience and Remote SensingLetters, 2013, 10(6): 1562-1566. |
[18] | BARANIUK R G. Compressive sensing [J]. IEEE SignalProcessing Magazine, 2007, 24(4): 118-120. |
[19] | MIN L H, FENG C. Compressive sensing reconstructionbased on weighted directional total variation [J].Journal of Shanghai Jiao Tong University (Science),2017, 22(1): 114-120. |
[20] | CHEN S S, DONOHO D L, SAUNDERS M A. Atomicdecomposition by basis pursuit [J]. SIAM Journal ofScientific Computing, 1998, 20(1): 33-61. |
[21] | KIM S J, KOH K, LUSTIG M, et al. An interior pointmethod for large-scale l1-regularized least squares [J].IEEE Journal of Selected Topics in Signal Processing,2007, 1(4): 606-617. |
[22] | FIGUEIREDO M A T, NOWAK R D, WRIGHT S J.Gradient projection for sparse reconstruction: Applicationto compressed sensing and other inverse problems[J]. IEEE Journal of Selected Topics in SignalProcessing, 2007, 1(4): 586-597. |
[23] | L¨U W T, WANG J F, YU W X. Simulation of echoesfrom ballistic targets [J]. IEEE Antennas and WirelessPropagation Letters, 2014, 13(1): 1361-1364. |
[24] | KOZLOV M, TURNER R. A comparison of an softHFSS and CST microwave studio simulation softwarefor multi-channel coil design and SAR estimation at7T MRI [J]. Piers Online, 2010, 6(4): 395-399. |
[25] | OMACHI S, OMACHI M. Fast template matchingwith polynomials [J]. IEEE Transactions on ImageProcessing, 2007, 16(8): 2139-2149. |
[26] | DOMENICONI C, GUNOPULOS D, PENG J. Largemargin nearest neighbor classifiers [J]. IEEE Transactionson Neural Networks, 2005, 16(4): 899-909. |
[27] | FAN R E, CHEN P H, LIN C J. Working set selectionusing second order information for training supportvector machines [J]. Journal of Machine LearningResearch, 2005, 6(1): 1889-1918. |
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