Da Liang

Dr. Da Liang

Aerospace Information Research Institude, Chinese Academy of Sciences
+1
orcid

Research Focus & Metrics

Academic Career Length

8Years (2019-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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4 November 2024 in IEEE Geoscience and Remote Sensing Magazine
Verified
Journal Article
Closed access
Robert WangRobert Wang
Robert Wang
LKLiu Kaiyu
Liu Kaiyu
DLDacheng Liu
Dacheng Liu
NONaiming Ou
Naiming Ou
HYHaixia Yue
Haixia Yue
Yonghua CaiYonghua Cai
Yonghua Cai
LuTan-1 (LT-1) is the first Chinese civilian synthetic aperture radar (SAR) satellite mission dedicated for interferometry. The mission is composed of a constellation of two identical satellites, each carrying an advanced L-band fullpolarimetric SAR. Equipped with both bistatic and mono-static capabilities, LT-1 is designed to generate high-resolution digital elevation model and deformation products for resource and disaster monitoring purposes. Here we provide an overview of LT-1’s satellite and its SAR system, describe the technical challenges that occurred during the development such as the noninterrupted phase synchronization, range ambiguity suppression with hybrid compact polarization and the non-linear frequency modulation waveform. Then we present the data processing pipeline, calibration, and validation reports collected since its launch in early 2022, together with results of several selected applications and experimental modes such as hybrid compact polarization.

11 September 2023 in IEEE Transactions on Geoscience and Remote Sensing
Verified
Journal Article
Closed access
Yonghua CaiYonghua Cai
Yonghua Cai
JLJunfeng Li
Junfeng Li
QYQingyue Yang
Qingyue Yang
Da LiangDa Liang
Da Liang
LKLiu Kaiyu
Liu Kaiyu
Robert WangRobert Wang
Robert Wang
The innovative bistatic synthetic aperture radar (BiSAR) mission LuTan-1 (LT-1) employs a non-interrupted synchronization scheme to achieve high-precision phase synchronization. While radio frequency interference (RFI) is a major factor in deteriorating phase synchronization performance. To present the effect of RFI on the synchronization phase clearly, the characteristics of RFI in the synchronization link are described in detail, and a precise analytic expression between the amplitude, frequency, and phase of RFI and synchronization phase error is established. Furthermore, a novel pulse compression-based notch (PCN) method is proposed to eliminate the phase error introduced by RFI. In the proposed method, the saturated distortion signals resulting from strong interferences are detected and discarded by the distribution features of their modes. Then, inspired by contrary thinking, the synchronization signal after pulse compression is notched instead of the RFI. A fast missing-data iterative adaptive approach (Fast MIAA) is performed to recover the gaped RFI signal and remove it from the compressed signal. Finally, the correct synchronization phases can be extracted from the peak positions of the remaining signals. Experimental results derived from using simulated and real synchronization data of the LT-1 system validate the performance of the proposed RFI mitigation method.

30 September 2020 in IEEE Transactions on Geoscience and Remote Sensing
Verified
Journal Article
Closed access
Da LiangDa Liang
Da Liang
LKLiu Kaiyu
Liu Kaiyu
HZHeng Zhang
Heng Zhang
YCYafeng Chen
Yafeng Chen
HYHaixia Yue
Haixia Yue
Robert WangRobert Wang
Robert Wang
The bistatic synthetic aperture radar (BiSAR) plays an important role in remote sensing. However, the deviation between the two oscillators in BiSAR systems will cause a residual modulation of the echo signal. Therefore, the phase synchronization is an important issue that must be addressed in the BiSAR system. An advanced noninterrupted phase synchronization scheme is used for LuTan-1. The synchronization pulses are exchanged immediately after the ending time of the radar echo receiving window and before the starting time of the next pulse repetition interval, which will not interrupt the normal SAR operation. In order to evaluate the accuracy of the phase synchronization scheme, the model of phase synchronization is introduced at first. The hardware design and processing flow of LuTan-1 are introduced in detail. An innovative internal calibration strategy is also described. Then, the test data acquired by the ground validation system are analyzed to verify the effectiveness of the phase synchronization scheme. The signal-to-noise ratio (SNR) and the synchronization rate are the two most important factors to influence the accuracy in phase synchronization. The conclusions have guiding significance for the synchronization module design of LuTan-1 and the future BiSAR system.

14 February 2019 in IEEE Geoscience and Remote Sensing Letters
Verified
Journal Article
Closed access
GJGuodong Jin
Guodong Jin
YDYunkai Deng
Yunkai Deng
Robert WangRobert Wang
Robert Wang
WWWei Wang
Wei Wang
YZYongwei Zhang
Yongwei Zhang
Da LiangDa Liang
Da Liang
Range ambiguity suppression is a technical challenge for current synthetic aperture radar systems. A potential solution is to orthogonally modulate the transmitting pulses; however, these orthogonal waveforms (e.g., up-down chirp waveforms) actually cannot reduce the cross correlation energy (CCE). Nonlinear frequency modulation (NLFM) waveform can change the time-frequency relationship to adjust the energy distribution within the bandwidth to reduce the CCE. In this letter, a novel orthogonal NLFM waveform optimization framework is proposed. Through this framework, advanced NLFM waveforms with low sidelobe and CCE are constructed. Furthermore, point and distributed scene simulation results are presented to verify the practicability of the proposed waveforms. In addition, the system scheme, waveform design, and range ambiguity suppression performance are detailed.

3 December 2019 in IEEE Transactions on Geoscience and Remote Sensing
Verified
Journal Article
Closed access
YZYanyan Zhang
Yanyan Zhang
HZHeng Zhang
Heng Zhang
NONaiming Ou
Naiming Ou
KLKaiyu Liu
Kaiyu Liu
Da LiangDa Liang
Da Liang
Robert WangRobert Wang
Robert Wang
LuTan-1 (LT-1) refers to an innovative mission of spaceborne bistatic synthetic aperture radar (BiSAR) adopting the phase synchronization scheme of pulse exchange, which is scheduled to be launched in 2020. In this mission, the multipath effect caused by the reflection of satellites and Doppler frequency shift resulting from the relative motion between satellites constitute two critically latent factors deteriorating the performance of the phase synchronization scheme. This article details a loss factor to evaluate the fading of synchronization signals under the reflection of smooth and rough surfaces and estimates the influence of Doppler frequency shift on synchronization signals. Furthermore, the multipath channel impulse response is modeled, and the correlation characteristics of multipath channel are described by the coherent bandwidth and coherent time. In addition, two simulation experiments based on the system parameters of LT-1, are implemented to assess the influence of time-invariant and -varying multipath effects on the phase synchronization scheme. A scale experiment is also executed to quantify the influence of multipath effect on phase synchronization, and its result demonstrates that the phase synchronization scheme of LT-1 can not only achieve full coverage of space and backup capability of pulse exchange but also meet the application requirements under multipath effect.

21 November 2019 in IEEE Geoscience and Remote Sensing Letters
Verified
Journal Article
Closed access
Da LiangDa Liang
Da Liang
KLKaiyu Liu
Kaiyu Liu
HZHeng Zhang
Heng Zhang
YDYunkai Deng
Yunkai Deng
DLDacheng Liu
Dacheng Liu
Robert WangRobert Wang
Robert Wang
Phase synchronization is one of the key issues that must be addressed for the bistatic synthetic aperture radar (BiSAR) system. LuTan-1 (LT-1) is an innovative spaceborne BiSAR mission based on the use of two radar satellites operating in the L-band to generate the global digital terrain models in the bistatic interferometry mode. An advanced synchronization scheme is used for the LT-1 system. The synchronization pulses are exchanged immediately after the ending time of the radar echo-receiving window and before the starting time of the next pulse-repetition interval. Therefore, it cannot interrupt the normal SAR data acquisition, further improving the synchronization accuracy and avoiding the data missing effect. In this letter, a robust phase-error estimation and compensation method is proposed to improve the accuracy of the synchronization by using the Kalman filter. The test data acquired from the ground validation system of the LT-1 synchronization module are used to demonstrate the feasibility of the proposed scheme. The results validate the effectiveness of the proposed scheme and prove the promise for its future application in LT-1.