CLEAN based wind turbine clutter mitigation approach for pulse-Doppler radars

Osman Karabayir; Mustafa Unal; Ahmet Faruk Coskun; Senem Makal Yucedag; Ugur Saynak; Baki Bati; Mehmet Biyik; Ozge Bati; Huseyin Avni Serim; Sedef Kent

doi:10.1109/RADAR.2015.7131241

CLEAN based wind turbine clutter mitigation approach for pulse-Doppler radars

Osman Karabayir
, Mustafa Unal
, Ahmet Faruk Coskun
, Senem Makal Yucedag
, Ugur Saynak
, Baki Bati
, Mehmet Biyik
, Ozge Bati
, Huseyin Avni Serim
, Sedef Kent

Department of Electronics and Communication Engineering

Scientific and Technological Research Council of Turkey
Istanbul Technical University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

7 Citations (Scopus)

Abstract

In this work, a novel wind turbine clutter (WTC) mitigation approach for pulse-Doppler radars (PDRs) is proposed. The proposed mitigation approach consists of two signal processing stages. At the first stage, locations of the wind turbines (WTs) are detected through thresholding the average adaptive clutter maps which are generated by using the data of several radar scans. The second stage deals with the subtraction of WT signal contributions for the detected WT locations from matched-filtered radar range profiles via employing the CLEAN algorithm. After removing the WT signal contributions, pulse-Doppler detection processing could result in WTC-free detections. The effectiveness of the proposed method is demonstrated through simulation results.

Original language	English
Title of host publication	2015 IEEE International Radar Conference, RadarCon 2015
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	1541-1544
Number of pages	4
Edition	June
ISBN (Electronic)	9781479982325
DOIs	https://doi.org/10.1109/RADAR.2015.7131241
Publication status	Published - 22 Jun 2015
Event	2015 IEEE International Radar Conference, RadarCon 2015 - Arlington, United States Duration: 10 May 2015 → 15 May 2015

Publication series

Name	IEEE National Radar Conference - Proceedings
Number	June
Volume	2015-June
ISSN (Print)	1097-5659

Conference

Conference	2015 IEEE International Radar Conference, RadarCon 2015
Country/Territory	United States
City	Arlington
Period	10/05/15 → 15/05/15

Bibliographical note

Publisher Copyright:
© 2015 IEEE.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 7 Affordable and Clean Energy

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10.1109/RADAR.2015.7131241

Cite this

Karabayir, O., Unal, M., Coskun, A. F., Yucedag, S. M., Saynak, U., Bati, B., Biyik, M., Bati, O., Serim, H. A., & Kent, S. (2015). CLEAN based wind turbine clutter mitigation approach for pulse-Doppler radars. In 2015 IEEE International Radar Conference, RadarCon 2015 (June ed., pp. 1541-1544). Article 7131241 (IEEE National Radar Conference - Proceedings; Vol. 2015-June, No. June). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/RADAR.2015.7131241

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title = "CLEAN based wind turbine clutter mitigation approach for pulse-Doppler radars",

abstract = "In this work, a novel wind turbine clutter (WTC) mitigation approach for pulse-Doppler radars (PDRs) is proposed. The proposed mitigation approach consists of two signal processing stages. At the first stage, locations of the wind turbines (WTs) are detected through thresholding the average adaptive clutter maps which are generated by using the data of several radar scans. The second stage deals with the subtraction of WT signal contributions for the detected WT locations from matched-filtered radar range profiles via employing the CLEAN algorithm. After removing the WT signal contributions, pulse-Doppler detection processing could result in WTC-free detections. The effectiveness of the proposed method is demonstrated through simulation results.",

author = "Osman Karabayir and Mustafa Unal and Coskun, \{Ahmet Faruk\} and Yucedag, \{Senem Makal\} and Ugur Saynak and Baki Bati and Mehmet Biyik and Ozge Bati and Serim, \{Huseyin Avni\} and Sedef Kent",

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publisher = "Institute of Electrical and Electronics Engineers Inc.",

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Karabayir, O, Unal, M, Coskun, AF, Yucedag, SM, Saynak, U, Bati, B, Biyik, M, Bati, O, Serim, HA & Kent, S 2015, CLEAN based wind turbine clutter mitigation approach for pulse-Doppler radars. in 2015 IEEE International Radar Conference, RadarCon 2015. June edn, 7131241, IEEE National Radar Conference - Proceedings, no. June, vol. 2015-June, Institute of Electrical and Electronics Engineers Inc., pp. 1541-1544, 2015 IEEE International Radar Conference, RadarCon 2015, Arlington, United States, 10/05/15. https://doi.org/10.1109/RADAR.2015.7131241

CLEAN based wind turbine clutter mitigation approach for pulse-Doppler radars. / Karabayir, Osman; Unal, Mustafa; Coskun, Ahmet Faruk et al.
2015 IEEE International Radar Conference, RadarCon 2015. June. ed. Institute of Electrical and Electronics Engineers Inc., 2015. p. 1541-1544 7131241 (IEEE National Radar Conference - Proceedings; Vol. 2015-June, No. June).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - CLEAN based wind turbine clutter mitigation approach for pulse-Doppler radars

AU - Karabayir, Osman

AU - Unal, Mustafa

AU - Coskun, Ahmet Faruk

AU - Yucedag, Senem Makal

AU - Saynak, Ugur

AU - Bati, Baki

AU - Biyik, Mehmet

AU - Bati, Ozge

AU - Serim, Huseyin Avni

AU - Kent, Sedef

PY - 2015/6/22

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N2 - In this work, a novel wind turbine clutter (WTC) mitigation approach for pulse-Doppler radars (PDRs) is proposed. The proposed mitigation approach consists of two signal processing stages. At the first stage, locations of the wind turbines (WTs) are detected through thresholding the average adaptive clutter maps which are generated by using the data of several radar scans. The second stage deals with the subtraction of WT signal contributions for the detected WT locations from matched-filtered radar range profiles via employing the CLEAN algorithm. After removing the WT signal contributions, pulse-Doppler detection processing could result in WTC-free detections. The effectiveness of the proposed method is demonstrated through simulation results.

AB - In this work, a novel wind turbine clutter (WTC) mitigation approach for pulse-Doppler radars (PDRs) is proposed. The proposed mitigation approach consists of two signal processing stages. At the first stage, locations of the wind turbines (WTs) are detected through thresholding the average adaptive clutter maps which are generated by using the data of several radar scans. The second stage deals with the subtraction of WT signal contributions for the detected WT locations from matched-filtered radar range profiles via employing the CLEAN algorithm. After removing the WT signal contributions, pulse-Doppler detection processing could result in WTC-free detections. The effectiveness of the proposed method is demonstrated through simulation results.

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M3 - Conference contribution

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BT - 2015 IEEE International Radar Conference, RadarCon 2015

PB - Institute of Electrical and Electronics Engineers Inc.

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Karabayir O, Unal M, Coskun AF, Yucedag SM, Saynak U, Bati B et al. CLEAN based wind turbine clutter mitigation approach for pulse-Doppler radars. In 2015 IEEE International Radar Conference, RadarCon 2015. June ed. Institute of Electrical and Electronics Engineers Inc. 2015. p. 1541-1544. 7131241. (IEEE National Radar Conference - Proceedings; June). doi: 10.1109/RADAR.2015.7131241

CLEAN based wind turbine clutter mitigation approach for pulse-Doppler radars

Abstract

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Bibliographical note

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