ACTA AERONAUTICAET ASTRONAUTICA SINICA >
Multichannel SAR-GMTI based on clutter cancellation and autofocus
Received date: 2014-06-24
Revised date: 2014-11-17
Online published: 2014-12-04
Supported by
National Natural Science Foundation of China (61301212); National Defense Basic Research Program (B2520110008); Funding of Jiangsu Innovation Program for Graduate Education (KYLX_0274); China Postdoctoral Science Foundation (2012M511750); Aeronautical Science Foundation of China (20132052030); NUAA Fundamental Research Funds (NS2013023); Priority Academic Program Development of Jiangsu Higher Education Institutions
The signal process technique of ultra-high frequency (UHF) band multichannel synthetic aperture radar (SAR) moving target detection is studied. The problem of moving target blurring caused by long coherence time in azimuth is solved. The sub-block image autofocus technique is proposed to process the clutter suppressed image of the multichannel SAR ground moving target indication (GMTI) system. The depth of the moving target focusing is increased after autofocus. The contrast between the moving target and the surrounding clutter is increased. The detecting performance of the constant false alarm ratio (CFAR) detector is improved. Compared with traditional method which is implemented by directly using CFAR detector after the clutter suppression, the detecting false alarm probability of the proposed method is lower. Processing results of the real collection data show that the signal to clutter ratio of the moving target increases significantly. Moving targets are well focused in azimuth after the processing of autofocus. The effectiveness and feasibility of the method are demonstrated by the processing results of the real collection data.
WEI Beiyu , ZHU Daiyin , WU Di . Multichannel SAR-GMTI based on clutter cancellation and autofocus[J]. ACTA AERONAUTICAET ASTRONAUTICA SINICA, 2015 , 36(5) : 1585 -1595 . DOI: 10.7527/S1000-6893.2014.0315
[1] Cerutti-Maori D, Sikaneta I, Gierull C H. Optimum SAR/GMTI processing and its application to the radar satellite radarsat-2 for traffic monitoring[J]. IEEE Transactions on Geoscience and Remote Sensing, 2012, 50(10): 3868-3881.
[2] Cerutti-Maori D, Gierull C H, Ender J H G. Experimental verification of SAR-GMTI improvement through antenna switching[J]. IEEE Transactions on Geoscience and Remote Sensing, 2010, 48(4): 2066-2075.
[3] Cerutti-Maori D, Sikaneta I. Optimum GMTI processing for space-based SAR/GMTI systems-theoretical derivation[C]//2010 8th European Conference on Synthetic Aperture Radar (EUSAR). Aachen: Fraunhofer FHR, 2010: 1-4.
[4] Sjogren T K, Vu V T, Pettersson M I, et al. Suppression of clutter in multichannel sar gmti[J]. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(7): 4005-4013.
[5] Lightstone L, Faubert D, Rempel G. Multiple phase centre DPCA for airborne radar[C]//Proceedings of the 1991 IEEE National Radar Conference. Piscataway, NJ: IEEE Press, 1991: 36-40.
[6] Blum R, Melvin W, Wicks M. An analysis of adaptive DPCA[C]//Proceedings of the 1996 IEEE National Radar Conference. Piscataway, NJ: IEEE Press, 1996: 303-308.
[7] Ward J. Space-time adaptive processing for airborne radar, ESC-TR-94-109[R]. London: IET, 1994.
[8] Klemm R. Principles of space-time adaptive processing[M]. London: IET, 2002: 117-204.
[9] Wu D, Zhu D, Shen M, et al. Time-varying space-time autoregressive filtering algorithm for space-time adaptive processing[J]. Radar, Sonar & Navigation, IET, 2012, 6(4): 213-221.
[10] Yadin E. A performance evaluation model for a two port interferometer SAR-MTI[C]//Proceedings of the 1996 IEEE National Radar Conference. Piscataway, NJ: IEEE Press, 1996: 261-266.
[11] Suchandt S, Runge H, Breit H, et al. Automatic extraction of traffic flows using TerraSAR-X along-track interferometry[J]. IEEE Transactions on Geoscience and Remote Sensing, 2010, 48(2): 807-819
[12] Fowler C A, Kenneally W J, Corporation T M. Jointstars and GMIT: Past, present and future[J]. IEEE Transactions on Aerospace and Electronic Systems, 1999, 35(2): 748-761.
[13] Fienup J R. Detecting moving targets in SAR imagery by focusing[J]. IEEE Transactions on Aerospace and Electronic Systems, 2001, 37(3): 794-809.
[14] Ulander L, Blom M, Flood B, et al. Development of the ultra-wideband LORA SAR operating in the VHF/UHF-band[C]//Geoscience and Remote Sensing Symposium. Piscataway, NJ: IEEE Press, 2003: 4268-4270.
[15] Stiefvater. Along track interferometry synthetic aperture radar (ATI-SAR) techniques for ground moving target detection, AFRL-SN-RS-TR-2005-410[R]. New York: National Technical Information Service, 2006.
[16] Soumekh M. Signal subspace fusion of uncalibrated sensors with application in SAR and diagnostic medicine[J]. IEEE Transactions on Image Processing, 1999, 8(1): 127-137.
[17] Ender J H G. The airborne experimental multi-channel SAR-system AER-II[C]//1996 1st European Conference on Synthetic Aperture Radar (EUSAR). Königswinter: FGAN, 1996: 49-52.
[18] Cumming I G, Wong F H. Digital processing of synthetic aperture radar data algorithms and implementation[M]. Boston London: Artech House, 2005: 324-390.
[19] Wahl D, Eichel P, Ghiglia D, et al. Phase gradient autofocus-a robust tool for high resolution SAR phase correction[J]. IEEE Transactions on Aerospace and Electronic Systems, 1994, 30(3): 827-835.
[20] Wirth W D. Radar techniques using array antennas [M]. London: IET, 2001: 340-350.
/
〈 | 〉 |