학술논문

A Comparative Analysis of Deterministic Detection and Estimation Techniques for MIMO SFCW Radars
Document Type
Periodical
Source
IEEE Access Access, IEEE. 7:129848-129861 2019
Subject
Aerospace
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Engineered Materials, Dielectrics and Plasmas
Engineering Profession
Fields, Waves and Electromagnetics
General Topics for Engineers
Geoscience
Nuclear Engineering
Photonics and Electrooptics
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Transportation
Radar
Radar antennas
Antenna arrays
Estimation
Antenna measurements
Receiving antennas
Signal processing algorithms
Beamforming
direction of arrival
multiple-input multiple-output
radar signal processing
stepped-frequency continuous-wave
Language
ISSN
2169-3536
Abstract
In this paper, the problem of the joint estimation of the range and azimuth of multiple targets in a multiple-input multiple-output stepped-frequency continuous wave radar system is investigated. Three deterministic algorithms solving it through an iterative beam cancellation procedure are described; moreover, an iterative technique, based on the expectation-maximization algorithm, is developed with the aim of refining their estimates. The accuracy achieved by all the considered algorithms is assessed on the basis of the raw data acquired from a low power wideband radar device. Our results evidence that these algorithms achieve similar accuracies, but at the price of different computational efforts.