NDLI: Joint compressive single target detection and parameter estimation in radar without signal reconstruction

Content Provider	IET Digital Library
Author	Hariri, Alireza Zadeh, Massoud Babaie
Abstract	In this study, a detector/estimator is proposed for compressed sensing radars, which does not need to reconstruct the radar signal, and which works directly from compressive measurements. More precisely, through direct processing of the measurements, and without the need for reconstructing the original radar signal, the system performs target detection, and then estimates range, Doppler frequency shift and radar cross section in the presence of a Gaussian clutter. It can be seen that for large compression ratios, the detection performance and estimation quality is comparable with a common radar system while having a much lower data rate and with less computational load.
Starting Page	948
Ending Page	955
Page Count	8
ISSN	17518784
Volume Number	9
e-ISSN	17518792
Issue Number	Issue 8, Oct (2015)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/iet-rsn/9/8
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/iet-rsn.2014.0425
Journal	IET Radar, Sonar & Navigation
Publisher Date	2015-04-23
Access Restriction	Open
Rights Holder	© The Institution of Engineering and Technology
Subject Keyword	Common Radar System Compressed Sensing Compressed Sensing Radars Compression Ratios Compressive Measurement Compressive Single Target Detection Computational Load Data Rate Detection Performance Direct Processing Doppler Frequency Shift Doppler Shift Estimation Quality Gaussian Clutter Object Detection Parameter Estimation Radar Clutter Radar Cross Section Radar Equipment Radar Signal Processing Signal Processing And Detection System And Application
Content Type	Text
Resource Type	Article
Subject	Electrical and Electronic Engineering

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