2019-03-06
Higher-Order Moving Target Detection for Rotating Scanning Synthetic Aperture Interferometric Radiometer
By
Progress In Electromagnetics Research Letters, Vol. 82, 41-49, 2019
Abstract
Since passive millimeter wave synthetic aperture interferometric radiometer (SAIR) has the advantages of high spatial-resolution and large field of view, it is an attractive tool for wide area surveillance. Among the SAIRs, the Rotating Scanning SAIR (RS-SAIR) with linear sparse array is a popular system with low redundancy and high reliability. According to the detection mechanism of RS-SAIR, we extend RS-SAIR to deal with higher-order moving target detection (HMTD) for the first time in this paper. In the proposed HMTD method, the 2D time-projection image is constituted by the 1D projection images measured by RS-SAIR firstly. Then, the projection trajectory of moving target can be extracted from the time-projection image. Finally, the positions and motion parameters are estimated by fitting the moving target's trajectory. Simulation results indicate that the position and motion parameters of higher-order moving target can be well estimated with high real time and accuracy by the proposed HMTD method.
Citation
Jianfei Chen, Sheng Zhang, and Xiaowei Zhu, "Higher-Order Moving Target Detection for Rotating Scanning Synthetic Aperture Interferometric Radiometer," Progress In Electromagnetics Research Letters, Vol. 82, 41-49, 2019.
doi:10.2528/PIERL18112804
References

1. Yamaguchi, R., S. Kidera, and T. Kirimoto, "Accurate imaging method for moving target with arbitrary shape for multi-static UWB radar," IEICE Transactions on Communications, Vol. E96b, 2014-2023, Jul. 2013.        Google Scholar

2. Wang, L. B., D. W. Wang, J. J. Li, J. Xu, C. Xie, and L. Wang, "Ground moving target detection and imaging using a virtual multichannel scheme in HRWS mode," IEEE Transactions on Geoscience and Remote Sensing, Vol. 54, 5028-5043, Sep. 2016.
doi:10.1109/TGRS.2016.2544846        Google Scholar

3. Deng, L. Z. and H. Zhu, "Moving point target detection based on clutter suppression using spatiotemporal local increment coding," Electronics Letters, Vol. 51, 626-627, Apr. 16, 2015.        Google Scholar

4. Minaeian, S., J. Liu, and Y. J. Son, "Effective and efficient detection of moving targets from a UAV’s camera," IEEE Transactions on Intelligent Transportation Systems, Vol. 19, No. 2, 497-506, 2018.
doi:10.1109/TITS.2017.2782790        Google Scholar

5. Wan, M. J., G. H. Gu, W. X. Qian, K. Ren, Q. Chen, H. Zhang, et al. "Total variation regularization term-based low-rank and sparse matrix representation model for infrared moving target tracking," Remote Sensing, Vol. 10, No. 4, 510, Apr. 2018.
doi:10.3390/rs10040510        Google Scholar

6. Nanzer, J. A., "Millimeter-wave interferometric angular velocity detection," IEEE Transactions on Microwave Theory and Techniques, Vol. 58, 4128-4136, Dec. 2010.        Google Scholar

7. Xia, B., J. Xu, Y. N. Peng, and X. G. Xia, "Doppler ambiguity resolving for SAR moving targets via linear migration correction," Electronics Letters, Vol. 47, 464-465, 2011.
doi:10.1049/el.2010.3615        Google Scholar

8. Waqas, M., S. Kidera, and T. Kirimoto, "PCA-based detection algorithm of moving target buried in clutter in doppler frequency domain," IEICE Transactions on Communications, Vol. E94b, 3190-3194, Nov. 2011.        Google Scholar

9. Yang, J., C. Liu, and Y. F. Wang, "Detection and imaging of ground moving targets with real SAR data," Ieee Transactions on Geoscience and Remote Sensing, Vol. 53, 920-932, Feb. 2015.
doi:10.1109/TGRS.2014.2330456        Google Scholar

10. Li, J., Y. Huang, G. S. Liao, and J. W. Xu, "Moving target detection via efficient ATI-GoDec approach for multichannel SAR system," IEEE Geoscience and Remote Sensing Letters, Vol. 13, 1320-1324, Sep. 2016.
doi:10.1109/LGRS.2016.2584083        Google Scholar

11. Zhang, Y. L., W. Miao, Z. H. Lin, H. Gao, and S. C. Shi, "Millimeter-wave InSAR image reconstruction approach by total variation regularized matrix completion," Remote Sensing, Vol. 10, No. 7, 1053, Jul. 2018.
doi:10.3390/rs10071053        Google Scholar

12. Demirci, S., H. Cetinkaya, E. Yigit, C. Ozdemir, and A. A. Vertiy, "A study on millimeter-wave imaging of concealed objects: Application using back-projection algorithm," Progress In Electromagnetics Research, Vol. 128, 457-477, 2012.
doi:10.2528/PIER12050210        Google Scholar

13. Appleby, R. and R. N. Anderton, "Millimeter-wave and submillimeter-wave imaging for security and surveillance," Proceedings of the IEEE, Vol. 95, 1683-1690, Aug. 2007.
doi:10.1109/JPROC.2007.898832        Google Scholar

14. Martin-Neira, M., D. M. LeVine, Y. Kerr, N. Skou, M. Peichl, A. Camps, et al. "Microwave interferometric radiometry in remote sensing: An invited historical review," Radio Science, Vol. 49, 415-449, Jun. 2014.
doi:10.1002/2013RS005230        Google Scholar

15. Torres, F., A. B. Tanner, S. T. Brown, and B. H. Lambrigsten, "Analysis of array distortion in a microwave interferometric radiometer: Application to the GeoSTAR project," IEEE Transactions on Geoscience and Remote Sensing, Vol. 45, 1958-1966, Jul. 2007.
doi:10.1109/TGRS.2007.898093        Google Scholar

16. Rautiainen, K., J. Kainulainen, T. Auer, J. Pihlflyckt, J. Kettunen, and M. T. Hallikainen, "Helsinki university of technology L-band airborne synthetic aperture radiometer," IEEE Transactions on Geoscience and Remote Sensing, Vol. 46, 717-726, Mar. 2008.
doi:10.1109/TGRS.2007.914805        Google Scholar

17. Wu, J., C. Zhang, H. Liu, and J. Y. Yan, "Performance analysis of circular antenna array for microwave interferometric radiometers," IEEE Transactions on Geoscience and Remote Sensing, Vol. 55, 3261-3271, Jun. 2017.
doi:10.1109/TGRS.2017.2667042        Google Scholar

18. Lucotte, B. M., B. Grafulla-Gonzalez, and A. R. Harvey, "Array rotation aperture synthesis for short-range imaging at millimeter wavelengths," Radio Science, Vol. 44, n/a-n/a, 2009.        Google Scholar

19. Tanner, A., T. Gaier, W. Imbriale, P. Kangaslahti, B. Lambrigtsen, and B. Lim, "A dual-gain design for the geostationary synthetic thinned array radiometer," IEEE Geoscience and Remote Sensing Letters, Vol. 11, 1340-1344, Aug. 2014.
doi:10.1109/LGRS.2013.2293318        Google Scholar

20. Zhou, X., H. J. Sun, J. W. He, and X. Lu, "NUFFT-based iterative reconstruction algorithm for synthetic aperture imaging radiometers," IEEE Geoscience and Remote Sensing Letters, Vol. 6, 273-276, Apr. 2009.
doi:10.1109/LGRS.2008.2012123        Google Scholar

21. Fessler, J. A. and B. P. Sutton, "Nonuniform fast Fourier transforms using min-max interpolation," IEEE Transactions on Signal Processing, Vol. 51, 560-574, Feb. 2003.
doi:10.1109/TSP.2002.807005        Google Scholar

22. Camps, A., M. Vall-Ilossera, I. Corbella, F. Torres, and N. Duffo, "Angular and radiometric resolution of Y-shaped nonuniform synthetic aperture radiometers for earth observation," IEEE Geoscience and Remote Sensing Letters, Vol. 5, 793-795, Oct. 2008.        Google Scholar

23. Feng, L., Q. X. Li, K. Chen, Y. F. Li, X. L. Tong, X. Q. Wang, et al. "The gridding method for image reconstruction of nonuniform aperture synthesis radiometers," IEEE Geoscience and Remote Sensing Letters, Vol. 12, 274-278, Feb. 2015.
doi:10.1109/LGRS.2014.2335413        Google Scholar

24. Li, S., X. Zhou, B. Ren, H.-J. Sun, and X. Lv, "A compressive sensing approach for synthetic aperture imaging radiometers," Progress In Electromagnetics Research, Vol. 135, 583-599, 2013.
doi:10.2528/PIER12110603        Google Scholar

25. Zhang, C., J. Wu, H. Liu, and J. Yan, "Imaging algorithm for synthetic aperture interferometric radiometer in near field," Science China Technological Sciences, Vol. 54, 2224-2231, 2011.
doi:10.1007/s11431-011-4403-3        Google Scholar

26. Chen, J., Y. Li, J. Wang, Y. Li, and Y. Zhang, "An accurate imaging algorithm for millimeter wave synthetic aperture imaging radiometer in near-field," Progress In Electromagnetics Research, Vol. 141, 517-535, 2013.
doi:10.2528/PIER13060702        Google Scholar

27. Butora, R., M. Martin-Neira, and A.-L. Rivada-Antich, "Fringe-washing function calibration in aperture synthesis microwave radiometry," Radio Science, Vol. 38, 15/1-15/15, 2003.        Google Scholar

28. Tanner, A. B., B. Lambrigsten, T. Gaier, and F. Torres, Near Field Characterization of the GeoSTAR Demonstrator, Jet Propulsion Laboratory, National Aeronautics and Space Administration, Pasadena, CA, 2006.

29. Camps, A., A. Cardama, and D. Infantes, "Synthesis of large low-redundancy linear arrays," IEEE Transactions on Antennas and Propagation, Vol. 49, 1881-1883, Dec. 2001.
doi:10.1109/8.982474        Google Scholar