Düşük maliyetli, taşinabilir radar sistemi ile hareketli yer hedeflerinin kimliklendirilmesi

Isin Erer; Deniz Kumlu; Selcuk Paker

doi:10.1109/SIU53274.2021.9477953

Düşük maliyetli, taşinabilir radar sistemi ile hareketli yer hedeflerinin kimliklendirilmesi

Translated title of the contribution: Identification of moving ground targets by a low cost, portable radar system

Isin Erer, Deniz Kumlu, Selcuk Paker

Department of Electronics and Communication Engineering

Istanbul Technical University

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

Abstract

Identification of targets with measurements taken from low-cost, portable, ultra-wideband radar system was carried out using 2 different methods based on range profiles or timefrequency representations. In order to eliminate the clutter in the data set, the component reflected from the target in the measurement was considered sparse and all the remaining components were considered low rank, and the target and clutter components were separated. Clutter-free range profiles or time-frequency representations generated from the corresponding frequency domain data are classified with K-nearest neighbor (KNN) and the targets are identified. It has been shown that the identification based on time-frequency representations is less affected by clutter than the method based on range profiles, and its performance is higher because it includes phase information.

Translated title of the contribution	Identification of moving ground targets by a low cost, portable radar system
Original language	Turkish
Title of host publication	SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781665436496
DOIs	https://doi.org/10.1109/SIU53274.2021.9477953
Publication status	Published - 9 Jun 2021
Event	29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021 - Virtual, Istanbul, Turkey Duration: 9 Jun 2021 → 11 Jun 2021

Publication series

Name	SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings

Conference

Conference	29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021
Country/Territory	Turkey
City	Virtual, Istanbul
Period	9/06/21 → 11/06/21

Bibliographical note

Publisher Copyright:
© 2021 IEEE.

Access to Document

10.1109/SIU53274.2021.9477953

Cite this

Erer, I., Kumlu, D., & Paker, S. (2021). Düşük maliyetli, taşinabilir radar sistemi ile hareketli yer hedeflerinin kimliklendirilmesi. In SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings Article 9477953 (SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/SIU53274.2021.9477953

Erer, Isin ; Kumlu, Deniz ; Paker, Selcuk. / Düşük maliyetli, taşinabilir radar sistemi ile hareketli yer hedeflerinin kimliklendirilmesi. SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2021. (SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings).

@inproceedings{f1644d6af9eb49c0a4495042a2b77ec7,

title = "D{\"u}{\c s}{\"u}k maliyetli, ta{\c s}inabilir radar sistemi ile hareketli yer hedeflerinin kimliklendirilmesi",

abstract = "Identification of targets with measurements taken from low-cost, portable, ultra-wideband radar system was carried out using 2 different methods based on range profiles or timefrequency representations. In order to eliminate the clutter in the data set, the component reflected from the target in the measurement was considered sparse and all the remaining components were considered low rank, and the target and clutter components were separated. Clutter-free range profiles or time-frequency representations generated from the corresponding frequency domain data are classified with K-nearest neighbor (KNN) and the targets are identified. It has been shown that the identification based on time-frequency representations is less affected by clutter than the method based on range profiles, and its performance is higher because it includes phase information.",

keywords = "Clutter removal, Identification, KNN, Portable radar system, Time-frequency image",

author = "Isin Erer and Deniz Kumlu and Selcuk Paker",

note = "Publisher Copyright: {\textcopyright} 2021 IEEE.; 29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021 ; Conference date: 09-06-2021 Through 11-06-2021",

year = "2021",

month = jun,

day = "9",

doi = "10.1109/SIU53274.2021.9477953",

language = "T{\"u}rk{\c c}e",

series = "SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings",

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

booktitle = "SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings",

address = "United States",

}

Erer, I, Kumlu, D & Paker, S 2021, Düşük maliyetli, taşinabilir radar sistemi ile hareketli yer hedeflerinin kimliklendirilmesi. in SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings., 9477953, SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings, Institute of Electrical and Electronics Engineers Inc., 29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021, Virtual, Istanbul, Turkey, 9/06/21. https://doi.org/10.1109/SIU53274.2021.9477953

Düşük maliyetli, taşinabilir radar sistemi ile hareketli yer hedeflerinin kimliklendirilmesi. / Erer, Isin; Kumlu, Deniz; Paker, Selcuk.
SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings. Institute of Electrical and Electronics Engineers Inc., 2021. 9477953 (SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings).

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

TY - GEN

T1 - Düşük maliyetli, taşinabilir radar sistemi ile hareketli yer hedeflerinin kimliklendirilmesi

AU - Erer, Isin

AU - Kumlu, Deniz

AU - Paker, Selcuk

PY - 2021/6/9

Y1 - 2021/6/9

N2 - Identification of targets with measurements taken from low-cost, portable, ultra-wideband radar system was carried out using 2 different methods based on range profiles or timefrequency representations. In order to eliminate the clutter in the data set, the component reflected from the target in the measurement was considered sparse and all the remaining components were considered low rank, and the target and clutter components were separated. Clutter-free range profiles or time-frequency representations generated from the corresponding frequency domain data are classified with K-nearest neighbor (KNN) and the targets are identified. It has been shown that the identification based on time-frequency representations is less affected by clutter than the method based on range profiles, and its performance is higher because it includes phase information.

AB - Identification of targets with measurements taken from low-cost, portable, ultra-wideband radar system was carried out using 2 different methods based on range profiles or timefrequency representations. In order to eliminate the clutter in the data set, the component reflected from the target in the measurement was considered sparse and all the remaining components were considered low rank, and the target and clutter components were separated. Clutter-free range profiles or time-frequency representations generated from the corresponding frequency domain data are classified with K-nearest neighbor (KNN) and the targets are identified. It has been shown that the identification based on time-frequency representations is less affected by clutter than the method based on range profiles, and its performance is higher because it includes phase information.

KW - Clutter removal

KW - Identification

KW - KNN

KW - Portable radar system

KW - Time-frequency image

UR - http://www.scopus.com/inward/record.url?scp=85111456568&partnerID=8YFLogxK

U2 - 10.1109/SIU53274.2021.9477953

DO - 10.1109/SIU53274.2021.9477953

M3 - Konferans katkısı

AN - SCOPUS:85111456568

T3 - SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings

BT - SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 29th IEEE Conference on Signal Processing and Communications Applications, SIU 2021

Y2 - 9 June 2021 through 11 June 2021

ER -

Erer I, Kumlu D, Paker S. Düşük maliyetli, taşinabilir radar sistemi ile hareketli yer hedeflerinin kimliklendirilmesi. In SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings. Institute of Electrical and Electronics Engineers Inc. 2021. 9477953. (SIU 2021 - 29th IEEE Conference on Signal Processing and Communications Applications, Proceedings). doi: 10.1109/SIU53274.2021.9477953

Düşük maliyetli, taşinabilir radar sistemi ile hareketli yer hedeflerinin kimliklendirilmesi

Abstract

Publication series

Conference

Bibliographical note

Access to Document

Other files and links

Fingerprint

Cite this