FMCW Signal Detection and Parameter Extraction by Cross Wigner–Hough Transform
Authors
Erdogan, A. Yasin
Gulum, Taylan O.
Durak-Ata, Lütfiye
Yildirim, Tülay
Pace, Phillip E.
Subjects
Advisors
Date of Issue
2017-02
Date
February 2017
Publisher
IEEE
Language
Abstract
The combination of Wigner-Ville distribution (WVD) and Hough transform (HT) has been successfully used in detection and parameter extraction of frequency modulated continuous waveform (FMCW) signals. In this paper, a combination of Cross-Wigner-Ville and HT [(Cross Wigner-Hough transform (XWHT)] is proposed for detection and parameter extraction of FMCW signals with a novel methodology. The XWHT method makes use of the cross-terms created by WVD instead of trying to suppress them. Utilization of the properties of the cross-terms to detect and unveil the parameters of FMCW signals on HT space is a new approach. The performance of the method is compared with other Wigner-Hough transform-based methods in terms of transform speed, parameter extraction, and detection performance. As a result, this study proposes that the XWHT is a candidate method to be used in digital electronic support receivers' automatic signal detection and analysis capabilities due to its speed and performance.
Type
Article
Description
The article of record as published may be found at http://dx.doi.org/10.1109/TAES.2017.2650518
Published in: IEEE Transactions on Aerospace and Electronic Systems (Volume: 53 , Issue: 1 , Feb. 2017)
Published in: IEEE Transactions on Aerospace and Electronic Systems (Volume: 53 , Issue: 1 , Feb. 2017)
Series/Report No
Department
Electrical and Computer Engineering (ECE)
Organization
Naval Postgraduate School (U.S.)
Identifiers
NPS Report Number
Sponsors
Scientific and Technological Research Council of Turkey, TUBITAK
Funder
Grant Project 113E117
Format
11 p.
Citation
Erdogan, A. Yasin, et al. "FMCW signal detection and parameter extraction by cross Wigner–Hough transform." IEEE Transactions on Aerospace and Electronic Systems 53.1 (2017): 334-344.
Distribution Statement
Rights
This publication is a work of the U.S. Government as defined in Title 17, United States Code, Section 101. Copyright protection is not available for this work in the United States.