A New Method for Moving-Target HRRP via Double Step Frequency Verified by Simulation [PDF]
Sensors, 2022 The stepped-frequency (SF) waveform is highly sensitive to the target motion, which induces range shift and echo spread in a high-range-resolution profile (HRRP).
Xiaofeng Shen +3 more
doaj +2 more sources
Dual-band polarimetric HRRP recognition via a brain-inspired multi-channel fusion feature extraction network. [PDF]
Front Neurosci, 2023 Radar high-resolution range profile (HRRP) provides geometric and structural information of target, which is important for radar automatic target recognition (RATR).
Yang W +5 more
europepmc +3 more sources
Anti-Chaff Jamming Method of Radar Based on Real Dataset and Residual Attention Model [PDF]
SensorsAs a typical and widely used passive jamming method, chaff clouds have a strong interference effect on radar that remains a significant challenge effectively to counteract.
Shuolei Li +3 more
doaj +2 more sources
Radar HRRP Modeling using Dynamic System for Radar Target Recognition [PDF]
Radioengineering, 2014 High resolution range profile (HRRP) is being known as one of the most powerful tools for radar target recognition. The main problem with range profile for radar target recognition is its sensitivity to aspect angle. To overcome this problem, consecutive
A. Ajorloo +3 more
doaj +1 more source
Robust Automatic Target Recognition via HRRP Sequence Based on Scatterer Matching [PDF]
Sensors, 2018 High resolution range profile (HRRP) plays an important role in wideband radar automatic target recognition (ATR). In order to alleviate the sensitivity to clutter and target aspect, employing a sequence of HRRP is a promising approach to enhance the ATR
Yuan Jiang +4 more
doaj +2 more sources
An Adaptive Feature Learning Model for Sequential Radar High Resolution Range Profile Recognition [PDF]
Sensors, 2017 This paper proposes a new feature learning method for the recognition of radar high resolution range profile (HRRP) sequences. HRRPs from a period of continuous changing aspect angles are jointly modeled and discriminated by a single model named the ...
Xuan Peng +3 more
doaj +2 more sources
Attention-Based Recurrent Temporal Restricted Boltzmann Machine for Radar High Resolution Range Profile Sequence Recognition [PDF]
Sensors, 2018 The High Resolution Range Profile (HRRP) recognition has attracted great concern in the field of Radar Automatic Target Recognition (RATR). However, traditional HRRP recognition methods failed to model high dimensional sequential data efficiently and ...
Yifan Zhang +4 more
doaj +2 more sources
Intelligent radar HRRP target recognition based on CNN-BERT model
EURASIP Journal on Advances in Signal Processing, 2022 Stable and reliable feature extraction is crucial for radar high-resolution range profile (HRRP) target recognition. Owing to the complex structure of HRRP data, existing feature extraction methods fail to achieve satisfactory performance.
Penghui Wang +4 more
doaj +1 more source
A Target Signature Synthesis Program [PDF]
, 2021 This thesis presents the design of a software program and digital system to synthesize target return signals for Electronic Warfare (EW) applications. The synthesized target echo returns are used to counter high resolution radar systems.
Patel, Milan
core +2 more sources
Advanced Intelligent Systems, 2023 Radar high‐resolution range profile (HRRP) is widely used in radar automatic target recognition due to its advantages such as easy availability, convenient processing, and small storage space.
Xiaodan Wang +4 more
doaj +1 more source