Investigation on High Precision Sub-band Synthesizing and Processing Method for Very-high-resolution Airborne SAR
-
2.
(Institute of Electronics, Chinese Academy of Sciences, Beijing 100190, China)
-
摘要: 隨著合成孔徑雷達(SAR)的發(fā)展,對目標細節(jié)的觀測越來越受到重視。SAR圖像的分辨率越高,獲取的細節(jié)信息就越多。目前,一種實用性較高的技術(shù)是,利用步進頻率線性調(diào)頻信號波形獲取超高分辨率SAR圖像。這種技術(shù)基于不同子帶信號的步進載頻關(guān)系,通過子帶拼接來合成大帶寬信號。然而,子帶拼接對于基帶信號誤差非常敏感,該文首先提出一種基于回歸和統(tǒng)計學的信號預失真方案。在補償完子帶內(nèi)的誤差后,將子帶間的誤差轉(zhuǎn)化為一個多變量的優(yōu)化問題。最后,通過X波段機載SAR系統(tǒng)飛行實測數(shù)據(jù)驗證了所提方法的有效性。
-
關(guān)鍵詞:
- 合成孔徑雷達 /
- 超高分辨率圖像 /
- 子帶拼接技術(shù) /
- 幅相誤差
Abstract: The past decades have witnessed an increasing attention for detailed observation with developing of Synthetic Aperture Radar (SAR). The higher the resolutions of SAR images are, the more detailed information can be obtained from the images. At the present stage, the stepped frequency chirp signal waveform is a technology with high practicality to achieve the high range resolution imaging. The system can use the stepped frequency relationships between sub-band signals and then the sub-band synthesizing technique is applied to synthesize a large bandwidth signal. However, the sub-band synthesizing technique is very sensitive to the baseband signal error. A signal pre-distortion scheme is firstly proposed based on regression and statistics in this manuscript. After compensating the error in sub-band, the problems of errors between sub-bands are transformed into a multi-variable optimization problem. Finally, the effectiveness of the proposed method is verified by the X band airborne SAR system. -
鄧云凱, 趙鳳軍, 王宇. 星載 SAR 技術(shù)的發(fā)展趨勢及應用淺析[J]. 雷達學報, 2012, 1(1): 1-10. doi: 10.3724/SP.J.1300. 2012.20015. DENG Yunkai, ZHAO Fengjun, and WANG Yu. Brief analysis on the development and application of spaceborne SAR[J]. Journal of Radars, 2012, 1(1): 1-10. doi: 10.3724/ SP.J.1300.2012.20015. DENG Yunkai and WANG Yu. Exploration of advanced bistatic SAR experiments[J]. Journal of Radars, 2014, 3(1): 1-9. doi: 10.3724/SP.J.1300.2014.14026. 鄧云凱, 陳倩, 祁海明, 等. 一種基于頻域子帶合成的多發(fā)多收高分辨率 SAR 成像算法[J]. 電子與信息學報, 2011, 33(5): 1082-1087. doi: 10.3724/SP.J.1146.2010.01067. DENG Yunkai, CHEN Qian, QI Haiming, et al. A high- resolution imaging algorithm for MIMO SAR based on the sub-band synthesis in frequency domain[J]. Journal of Electronics Information Technology, 2011, 33(5): 1082-1087. doi: 10.3724/SP.J.1146.2010.01067. 王巖飛, 劉暢, 李和平, 等. 基于多通道合成的優(yōu)于 0.1 m 分辨率的機載 SAR 系統(tǒng)[J]. 電子與信息學報, 2013, 35(1): 29-35. doi: 10.3724/SP.J.1146.2011.01370. WANG Yanfei, LIU Chang, LI Heping, et al. An airborne SAR with 0.1 m resolution using multi-channel synthetic bandwidth[J]. Journal of Electronics Information Technology, 2013, 35(1): 29-35. doi: 10.3724/SP.J.1146.2011. 01370. DENG Y, ZHENG H, WANG R, et al. Internal calibration for stepped-frequency chirp SAR imaging[J]. IEEE Geoscience and Remote Sensing Letters, 2011, 8(6): 1105-1109. doi: 10.1109/LGRS.2011.2157889. LORD R T and INGGS M R. High resolution SAR processing using stepped-frequencies[C]. IEEE International Geoscience and Remote Sensing Symposium, Piscataway NJ, United States, 1997: 490-492. CANTALLOUBE H M J and DUBOIS-FERNANDEZ P. Airborne X-band SAR imaging with 10 cm resolution- technical challenge and preliminary results[C]. IEEE International Geoscience and Remote Sensing Symposium, Toulouse, France, 2003: 185-187. ENDER J H G and BRENNER A R. PAMIR-a wideband phased array SAR/MTI system[J]. IEE Proceedings-Radar, Sonar and Navigation, 2003, 150(3): 165-172. doi: 10.1049/ ip-rsn:20030445. BRENNER A R. Improved radar imaging by centimeter resolution capabilities of the airborne SAR sensor PAMIR[C]. IEEE Radar Symposium, Dresden, Germany, 2013: 218-223. NEL W, TAIT J, LORD R, et al. The use of a frequency domain stepped frequency technique to obtain high range resolution on the CSIR X-band SAR system[C]. IEEE AFRICON (IEEEs flagship conference of the African continent), 6th, George, South Africa, 2002: 327-332. SCHEIBER R, BARBOSA F, NOTTENSTEINER A, et al. E-SAR upgrade to stepped-frequency mode: System description and data processing approach[C]. EUSAR (The European Conference on Synthetic Aperture Radar), Dresden, Germany, 2006: 1-4. LUO X, DENG Y, WANG R, et al. Correction of channel imbalance for MIMO SAR using stepped-frequency chirps[J]. International Journal of Antennas and Propagation, 2014, Article ID 161294. doi: 10.1155/2014/161294.Artical ID161294. LI J, CHEN J, LIU W, et al. A synthetic bandwidth method for high-resolution SAR based on PGA in the range dimension[J]. Sensors, 2015, 15(7): 15339-15362. doi: 10.3390 /s150715339. HU J, WANG Y, and LI H. Channel phase error estimation and compensation for ultrahigh-resolution airborne SAR system based on echo data[J]. IEEE Geoscience and Remote Sensing Letters, 2012, 9(6): 1069-1073. doi: 10.3390/ s150715339. ZHANG Y, ZHAI W, and ZHANG X. A simple imaging algorithm for stepped-chirp SAR[C]. EUSAR (The European Conference on Synthetic Aperture Radar), Friedrichshafen, Germany, 2008: 1-4. HAN B, HAN B, DING C, et al. A new method for stepped- frequency SAR imaging[C]. EUSAR (The European Conference on Synthetic Aperture Radar), Dresden, Germany, 2006: 1-4. NIE X, ZHU D, MAO X, et al. Application of the frequency- domain synthetic bandwidth approach in polar format algorithm[C]. IEEE Radar Conference, Pasadena,CA, USA, 2009: 1-5. DING Z, GAO W, LIU J, et al. A novel range grating lobe suppression method based on the stepped-frequency SAR image[J]. IEEE Geoscience and Remote Sensing Letters, 2015, 12(3): 606-610. doi: 10.1109/LGRS.2014.2352676. DING Z, GUO Y, GAO W, et al. A range grating lobes suppression method for stepped-frequency SAR imagery[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2016, 9(12): 5677-5687. doi: 10.1109/JSTARS.2016.2593711. SMOLA A J and SCHLKOPF B. A tutorial on support vector regression[J]. Statistics and Computing, 2004, 14(3): 199-222. doi : 10.1023/B:STCO.0000035301.49549.88. CHANG C C and LIN C J. LIBSVM: A library for support vector machines[J]. ACM Transactions on Intelligent Systems and Technology (TIST), 2011, 2(3): 1-27. doi: 10.1145/ 1961189.1961199. LUO X, DENG Y, WANG R, et al. Image formation processing for sliding spotlight SAR with stepped frequency chirps[J]. IEEE Geoscience and Remote Sensing Letters, 2014, 11(10): 1692-1696. doi: 10.1109/LGRS.2014.2306206. HOLLAND J H. Genetic algorithms[J]. Scientific American, 1992, 267(1): 66-72. -
計量
- 文章訪問數(shù): 1451
- HTML全文瀏覽量: 206
- PDF下載量: 368
- 被引次數(shù): 0