Polarimetric Calibration for Ground-based Synthetic Aperture Radar based on Point Target Approach

NURUL CHASANAH, DADANG GUNAWAN, FAROHAJI KURNIAWAN, AGUS WIYONO, JEFRI ABNER, BAMBANG SETIADI

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ABSTRAK

Kalibrasi polarimetri (PolCal) dari citra radar aperture sintetis berbasis darat (GB SAR) sangat penting dalam aplikasi analisis spasial empiris. Studi ini menyajikan prosedur pra-pemrosesan dan metode kalibrasi untuk memperoleh citra kompleks polarisasi tunggal dengan kualitas tinggi yang terkalibrasi. Pemrosesan data GB SAR menjadi citra kompleks tunggal diterapkan dalam riset ini. Penelitian ini bertujuan untuk menerapkan kalibrasi polarimetri eksternal pada radar gelombang kontinu frekuensi bertahap (SFCW) di pita frekuensi C yang dihasilkan oleh perangkat VNA menggunakan satu trihedral dan dua dihedral CR dengan sudut kemiringan yang berbeda. Setelah pra-pemrosesan, teknik kalibrasi yang diterapkan menunjukkan ketidakseimbangan saluran antara saluran polarisasi yang berbeda (co-pol and cross-pol) dapat diatasi dengan baik.

Kata kunci: Kalibrasi Polarimetri, Radar Apertur Sintetis Berbasis Darat (GB SAR), Ketidakseimbangan Saluran

 

ABSTRACT

Polarimetric calibration (PolCal) of ground-based synthetic aperture radar (GB SAR) images is critical in empirical spatial analysis applications. This study provides the preprocessing procedures and calibration method required for obtaining highquality calibrated polarimetric single-look complex imagery. The technique of converting GB SAR data into single-look complex images is examined. This work aimed to perform an external polarimetric calibration of the C-band steppedfrequency continuous wave (SFCW) radar produced by VNA employing single trihedral and two dihedral CRs with varying tilt angles. After preprocessing, the calibration technique profoundly enhances channel imbalance between different polarization channels (co-pol and cross-pol).

Keywords: Polarimetric Calibration, Ground-based synthetic aperture radar (GB SAR), Channel Imbalance


Kata Kunci


Polarimetric Calibration; Ground-based synthetic aperture radar (GB SAR); Channel Imbalance

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Referensi


Acar, Y. E., Saritas, I., & Yaldiz, E. (2021). An S-band zero-IF SFCW through-the-wall radar for range, respiration rate, and DOA estimation. Measurement, 186, 110221. https://doi.org/10.1016/j.measurement.2021.110221

Babu, A., Kumar, S., & Agrawal, S. (2022). Polarimetric Calibration and Spatio-Temporal Polarimetric Distortion Analysis of UAVSAR PolSAR Data. Earth and Space Science, 9(4), e2020EA001629.

Baffelli, S., Frey, O., Werner, C., & Hajnsek, I. (2018). Polarimetric Calibration of the Ku-Band Advanced Polarimetric Radar Interferometer. IEEE Transactions on Geoscience and Remote Sensing, 56(4), 2295–2311. https://doi.org/10.1109/TGRS.2017.2778049

Chang, Y., Li, P., Yang, J., Zhao, J., Zhao, L., & Shi, L. (2018). Polarimetric Calibration and Quality Assessment of the GF-3 Satellite Images. Sensors, 18(2), 403. https://doi.org/10.3390/s18020403

Chang, Y., Zhao, L., Liu, B., He, H., Fan, J., & Li, P. (2023). Polarimetric Calibration of Airborne SAR Images Using Low Helix Scattering Distributed Targets. IGARSS 2023 - 2023 IEEE International Geoscience and Remote Sensing Symposium, 4529–4531. https://doi.org/10.1109/IGARSS52108.2023.10282499

Chasanah, N., Abner, J., Wiyono, A., Rahayu, N., Kurniawan, F., Widada, W., Setiadi, B., & Gunawan, D. (2023). Experimental Evaluation of Polarimetric Ground Based Synthetic Aperture Radar Imaging using Portable VNA. 2023 International Conference on Radar, Antenna, Microwave, Electronics, and Telecommunications (ICRAMET), 6–11. https://doi.org/10.1109/ICRAMET60171.2023.10366606

Feng, H., Zhang, L., Dong, J., Li, S., Zhao, Q., Luo, J., & Liao, M. (2022). Mapping the 2021 October Flood Event in the Subsiding Taiyuan Basin by Multitemporal SAR Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 15, 7515–7524. https://doi.org/10.1109/JSTARS.2022.3204277

Freeman, A., Shen, Y., & Werner, C. L. (1990). Polarimetric SAR calibration experiment using active radar calibrators. IEEE Transactions on Geoscience and Remote Sensing, 28(2), 224–240. https://doi.org/10.1109/36.46702

Gau, J.-R. J., & Burnside, W. D. (1995). New polarimetric calibration technique using a single calibration dihedral. IEE Proceedings - Microwaves, Antennas and Propagation, 142(1), 19-25(6).

Han, Y., Lu, P., Liu, X., Hou, W., Gao, Y., Yu, W., & Wang, R. (2023). On the Method of Circular Polarimetric SAR Calibration Using Distributed Targets. IEEE Transactions on Geoscience and Remote Sensing, 61, 1–16.

Hou, W., Zhao, F., Liu, X., Liu, D., Han, Y., Gao, Y., & Wang, R. (2022). Hybrid Compact Polarimetric SAR Calibration Considering the Amplitude and Phase Coefficients Inconsistency. Remote Sensing, 14(2).

Iglesias, R., Fabregas, X., Aguasca, A., Mallorqui, J. J., Lopez-Martinez, C., Gili, J. A., & Corominas, J. (2014). Atmospheric Phase Screen Compensation in Ground-Based SAR With a Multiple-Regression Model Over Mountainous Regions. IEEE Transactions on Geoscience and Remote Sensing, 52(5), 2436–2449.

Izumi, Y., Demirci, S., Baharuddin, M. Z., Waqar, M. M., & Sri Sumantyo, J. T. (2017). The Development And Comparison Of Two Polarimetric Calibration Techniques For Ground-Based Circularly Polarized Radar System. Progress In Electromagnetics Research B, 73, 79–93. https://doi.org/10.2528/PIERB17010604

Jung, Y. T., & Park, S.-E. (2018). Comparative Analysis of Polarimetric SAR Calibration Methods. Remote Sensing, 10(12). https://www.mdpi.com/2072-4292/10/12/2060

Kirkpatrick, C. J., Bittinger, F., Nozadze, K., & Wessler, I. (2003). Expression and function of the non-neuronal cholinergic system in endothelial cells. Life Sciences, 72(18), 2111–2116.

Krasnov, O. A., Zhang, Q., & Yarovoy, A. (2023). Polarimetric Calibration of an FMCW Doppler Radar with Dual-Orthogonal Signals. 2023 IEEE Conference on Antenna Measurements and Applications (CAMA), 312–317. https://doi.org/10.1109/CAMA57522.2023.10352897

Kumar, S., Babu, A., Agrawal, S., Asopa, U., Shukla, S., & Maiti, A. (2022). Polarimetric calibration of spaceborne and airborne multifrequency SAR data for scattering-based characterization of manmade and natural features. Advances in Space Research, 69(4),

–1714. https://doi.org/10.1016/j.asr.2021.02.023

Liang, W. (2020). A Set of Point-Targets-Based Polarimetric Calibration Methods Based on General Polarimetric System Model. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 13, 2502–2519.

Lu, J. (2019). Design Technology of Synthetic Aperture Radar. Wiley.

https://books.google.co.id/books?id=6tOdDwAAQBAJ

Peters, S. T., Schroeder, D. M., Haynes, M. S., Castelletti, D., & Romero-Wolf, A. (2021). Passive Synthetic Aperture Radar Imaging Using Radio-Astronomical Sources. IEEE Transactions on Geoscience and Remote Sensing, 59(11), 9144–9159. https://doi.org/10.1109/TGRS.2021.3050429

Qi, Y., Hui, J., Hou, T., Huang, P., Tan, W., & Xu, W. (2024). A Clustering Approach for Atmospheric Phase Error Correction in Ground-Based SAR Using Spatial Autocorrelation. Sensors, 24(13). https://doi.org/10.3390/s24134240

Quegan, S. (1994). A unified algorithm for phase and cross-talk calibration of polarimetric datatheory and observations. IEEE Transactions on Geoscience and Remote Sensing, 32(1), 89–99. https://doi.org/10.1109/36.285192

Richards, M. A., Scheer, J. A., & Holm, W. A. (2013). Principles of Modern Radar: Basic Principles. https://api.semanticscholar.org/CorpusID:114114032

Shi, L., Li, P., Yang, J., Sun, H., Zhao, L., & Zhang, L. (2020). Polarimetric calibration for the distributed Gaofen-3 product by an improved unitary zero helix framework. ISPRS Journal of Photogrammetry and Remote Sensing, 160, 229–243. https://doi.org/10.1016/j.isprsjprs.2019.12.003

Song, Y., Li, J., Gao, P., Li, L., Tian, T., & Tian, J. (2022). Two-Stage Cross-Modality Transfer Learning Method for Military-Civilian SAR Ship Recognition. IEEE Geoscience and Remote Sensing Letters, 19, 3162707. https://doi.org/10.1109/LGRS.2022.3162707

Sun, G., Huang, L., Chen, K., & Han, C. (2017). An Efficient Polarimetric SAR Calibration Algorithm Using Corner Reflectors. Canadian Journal of Remote Sensing, 43(3), 286–296. https://doi.org/10.1080/07038992.2017.1330142

Tan, H., & Hong, J. (2016). Calibration of Compact Polarimetric SAR Images Using Distributed Targets and One Corner Reflector. IEEE Transactions on Geoscience and Remote Sensing, 54(8), 4433–4444.

Wang, S., Chen, K.-S., & Sato, M. (2021). Performance of SAR Polarimetric Calibration Using Hybrid Corner Reflectors: Numerical Simulations and Experimental Measurements. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 14, 440–451.

Wiesbeck, W., & Riegger, S. (1991). A complete error model for free space polarimetric measurements. IEEE Transactions on Antennas and Propagation, 39(8), 1105–1111. https://doi.org/10.1109/8.97343

Wright, P. A., Quegan, S., Wheadon, N. S., & Hall, C. D. (2003). Faraday rotation effects on Lband spaceborne SAR data. IEEE Transactions on Geoscience and Remote Sensing, 41(12), 2735–2744. https://doi.org/10.1109/TGRS.2003.815399

Yu, T., Li, M., Li, W., Mao, H., Wang, R., Hu, C., & Long, T. (2022). Polarimetric Calibration Technique for a Fully Polarimetric Entomological Radar Based on Antenna Rotation. Remote Sensing, 14(7), 1551. https://doi.org/10.3390/rs14071551

Zhang, S., Cui, L., Zhang, Y., Xia, T., Dong, Z., & An, W. (2024). Research on Input Schemes for Polarimetric SAR Classification Using Deep Learning. Remote Sensing, 16(11). https://doi.org/10.3390/rs16111826

Zhou, Y., Zhuang, L., Duan, J., Zhang, F., & Hong, W. (2022). Synthetic Aperture Radar Radiometric Cross Calibration Based on Distributed Targets. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 15, 9599–9612.




DOI: https://doi.org/10.26760/elkomika.v12i4.%25p

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