An Overview of Parametric Modeling and Methods for Radar Target Detection With Limited Data
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3074063
Abstract: This article provides a survey of recent results on exploiting parametric auto-regressive (AR) models for adaptive radar target detection. Specifically, three types of radar systems are considered, including phased-array radar with multiple co-located transmitters and… read more here.
Keywords: limited data; radar; target detection; radar target ... See more keywords
Radar Target Detection With Multi-Task Learning in Heterogeneous Environment
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Geoscience and Remote Sensing Letters"
DOI: 10.1109/lgrs.2022.3142519
Abstract: From the perspective of feature extraction and classification, deep neural networks are widely used in radar target detection. However, in heterogeneous environment, the traditional deep neural networks are difficult to extract a robust feature, which… read more here.
Keywords: radar target; detection; heterogeneous environment; target detection ... See more keywords
Multistatic Passive Radar Target Detection Under Uncalibrated Receivers With Direct-Path Interference
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Aerospace and Electronic Systems"
DOI: 10.1109/taes.2022.3171532
Abstract: This article examines the multistatic passive radar target detection problem under uncalibrated receivers with direct-path interference. To this aim, we consider a passive multistatic radar consisting of several transmitters nonoverlapping in frequency with a common… read more here.
Keywords: passive radar; radar target; radar; target detection ... See more keywords
A New Image Simulation Technique for Deep-Learning-Based Radar Target Recognition
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Instrumentation and Measurement"
DOI: 10.1109/tim.2023.3272383
Abstract: Radar target recognition via deep learning has been an active research area recently. However, this family of methods depends on the quality of radar images and the number of training samples. Given limited training samples… read more here.
Keywords: target recognition; deep learning; radar; simulation technique ... See more keywords
On the Resolution Improvement of Radar Target Identification with Filtering Antenna Effects
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Antennas and Propagation"
DOI: 10.1155/2018/3405908
Abstract: An investigation on the improvement of the resolution of a radar target identification system is presented in this paper. Degradation of resolution is mainly due to influence factors associated with antennas, including the strong coupling… read more here.
Keywords: resolution; radar target; target identification; filtering antenna ... See more keywords
Radar Target Modeling Using In-Flight RCS Measurements
Sign Up to like & getrecommendations! Published in 2017 at "Journal of Aircraft"
DOI: 10.2514/1.c033932
Abstract: A flight experiment with the Saab 105 aircraft and the radar cross-section measurement system Arken has been performed at C and Ku bands. Two types of trajectories were flown and the flight state w ... read more here.
Keywords: flight rcs; radar target; target modeling; modeling using ... See more keywords