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Few-shot Radar High-resolution Range Profile: Target Recognition with Simulated Data Assistance
Leida xuebaoResearch on target recognition using radar High-Resolution Range Profiles (HRRPs) is extensive and diverse in methodology. In particular, the application and development of deep learning to radar HRRP target recognition have enabled efficient, precise ...
Jian CHEN +4 more
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High Accuracy Profile Measurement With a New Virtual Multi-Probe Scanning System
IEEE Access, 2020 We present a novel virtual multi-probe scanning system and a new error separation method for the exact optical profile reconstruction. The system realized the multi-probe function by a single probe that fixed on a flexible hinge stage. The flexible hinge
Ning Chai, Ziqiang Yin, Jianhua Yao
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Target identification using bistatic high‐resolution range profiles
IET Radar, Sonar & Navigation, 2017 A novel target identification scheme that utilises high‐resolution range profiles (HRRPs), which are obtained using bistatic (BS) radar (BS‐HRRPs) and four‐dimensional (4D) parameter sets (PSs), is described. These PSs uniquely determine the BS‐HRRPs. In the proposed scheme, a new feature to cope with the scale variances of the BS‐HRRPs is devised by ...
Seung, Jae-Lee +3 more
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Limited Sample Radar HRRP Recognition Using FWA-GAN
Remote SensingIn radar High-Resolution Range Profile (HRRP) target recognition, the targets of interest are always non-cooperative, posing a significant challenge in acquiring sufficient samples.
Yiheng Song, Liang Zhang, Yanhua Wang
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High-Resolution Range Profile Classifiers Require Aspect-Angle Awareness
CoRRWe revisit High-Resolution Range Profile (HRRP) classification with aspect-angle conditioning. While prior work often assumes that aspect-angle information is incomplete during training or unavailable at inference, we study a setting where angles are available for all training samples and explicitly provided to the classifier.
Edwyn Brient +2 more
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Remote SensingRadar Automatic Target Recognition (RATR) based on high-resolution range profile (HRRP) has received intensive attention in recent years. In practice, RATR usually needs not only to recognize in-library samples but also to reject out-of-library samples ...
Yue Dong +6 more
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Method for compensating bandwidth error of synthetic wideband radar signal
The Journal of Engineering, 2019 The synthetic wideband signal has the advantages of high range and velocity resolution. It has a wide range of applications in target detection and recognition.
Xiaoxin Han +3 more
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Aspects of Radar Imaging Using Frequency-Stepped Chirp Signals
EURASIP Journal on Advances in Signal Processing, 2006 The high-resolution, frequency-stepped chirp signal can be applied to radar systems employing narrow-bandwidth chirp pulses, in order to enhance the range resolution, and to implement SAR/ISAR imaging capabilities.
Jin Ya-Qiu, Zhang Qun
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Radar HRRP Target Recognition Based on Deep One-Dimensional Residual-Inception Network
IEEE Access, 2019 A novel radar target recognition method based on the deep one-dimensional residual-inception network is proposed for a high-resolution range profile (HRRP).
Chen Guo +4 more
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Remote SensingThe high-precision estimation of multi-dimensional parameters for spatial targets based on high-resolution range profiles is crucial for target recognition.
Xing Wang, Degui Yang, Zhichen Zhao
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