{"id":844,"date":"2025-05-28T22:39:30","date_gmt":"2025-05-28T22:39:30","guid":{"rendered":"https:\/\/research.ece.ncsu.edu\/ci4r\/?page_id=844"},"modified":"2026-05-28T13:12:09","modified_gmt":"2026-05-28T13:12:09","slug":"books-book-chapters","status":"publish","type":"page","link":"https:\/\/research.ece.ncsu.edu\/ci4r\/books-book-chapters\/","title":{"rendered":"Books \/ Book Chapters \/ Reports"},"content":{"rendered":"\n
\n
\n
\"\"<\/figure>\n<\/div>\n\n\n\n
\n

2020<\/strong><\/h3>\n\n\n\n

Book <\/em>

Deep Neural Network Design for Radar Applications<\/a> <\/strong>
Edited by Sevgi Z. Gurbuz, IET, 2020

Book <\/em> Chapters

Prologue: Perspectives on Deep Learning of RF Data <\/strong>
by S.Z Gurbuz<\/em> and E. Mason

Radar Signals, Systems, and Phenomenology <\/strong>
by S. Z. Gurbuz<\/em>, S. Sun, and D. Tahmoush

Challenges in Training DNNs for Classification of Radar Micro-Doppler Signatures<\/strong>
by S.Z. Gurbuz<\/em>, M.G. Amin, M.S. Seyfioglu, B. Erol<\/em><\/p>\n\n\n\n

Application of Deep Learning to Radar Remote Sensing<\/strong>
by J. Rogers, L. Cagle, J.E. Ball, M. Kurum, and S.Z. Gurbuz<\/em><\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n\n\n\n
\n

2026<\/strong><\/h3>\n\n\n\n

Book Chapter<\/em><\/p>\n\n\n\n

Radar for e-Health<\/strong>
by S.Z. Gurbuz,<\/em> Y. Zhang, and A. Fathy<\/p>\n\n\n\n

The Radar Handbook, 4th Edition<\/a>
by Merrill Skolnik, G.A. Fabrizio, and F. Gini
McGraw-Hill<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n\n\n\n
\n

2026<\/strong> <\/h3>\n\n\n\n

Book Chapter<\/em> <\/p>\n\n\n\n

Physics-aware Deep Learning Techniques for Radar-based Human Activity Recognition<\/strong>
by S.Z. Gurbuz<\/em><\/p>\n\n\n\n

Machine Learning for Radar Signal Processing<\/a>
Edited by Y. Gu and Y. Zhang
IEEE-Wiley Press<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n\n\n\n
\n

2026<\/strong><\/h3>\n\n\n\n

Book Chapter<\/em><\/p>\n\n\n\n

CAD Model Guided Semantic Segmentation for Radar Micro-UAV Signature Synthesis Across Different Clutter Environments<\/strong>
S.J. Kearney and S.Z. Gurbuz<\/em><\/p>\n\n\n\n

Handbook of Dynamic Data Driven Adaptive Systems<\/a>, vol. 3
Edited by E. Blasch, F. Darema, and A. Aved
Springer<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n\n\n\n
\n

2023<\/strong><\/h3>\n\n\n\n

Book Chapter<\/em>

Integrating AI into Radar System Design: Next-Generation Cognitive Radars <\/strong>
by S.Z Gurbuz<\/em>, K. Bell and M.S. Greco
 <\/strong>
Women in Telecommunications<\/a>
Edited by M.S. Greco, D. Cassioli, S.L. Ullo, and M.J. Lyons
Springer<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n\n\n\n
\n

2022<\/strong><\/h3>\n\n\n\n

Book Chapter<\/em>

The Role of Neural Networks in Cognitive Radar<\/strong> <\/strong>
by S.Z Gurbuz,<\/em> <\/strong>S. Bruggenwirth, T. Reininger, A.C. Gurbuz and G.E. Smith
 <\/strong>
Next Generation Cognitive Radar Systems<\/a>
Edited by K.V. Mishra, M. Rangaswamy, B. Shankar
IET<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n\n\n\n
\n

2021<\/strong><\/h3>\n\n\n\n

Book Chapter<\/em>

Kinematic and Linguistic Interpretation of Human Motion via RF Signal Analysis<\/strong><\/strong>
by S.Z Gurbuz<\/em> and E. Malaia
 <\/strong>
<\/a>New Methodologies for Understanding Radar Data<\/a>
Edited by Amit Kumar Mishra and Stefan Br\u00fcggenwirth
IET<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n\n\n\n
\n

2020<\/strong><\/h3>\n\n\n\n

Book Chapter<\/em>

Deep Neural Networks for Radar Micro-Doppler Signature Classification<\/strong><\/strong>
by S.Z Gurbuz<\/em> and M. Amin
 <\/strong>
<\/a><\/a>Micro-Doppler Radar and Its Applications<\/a>
Edited by F. Fioranelli, H. Griffiths, M. Ritchie, and A. Balleri
IET<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n\n\n\n
\n

2017<\/strong><\/h3>\n\n\n\n

Book Chapter<\/em>

Modeling and Simulation of Human Motions for Micro-Doppler Signatures<\/strong>
by S.S. Ram, S.Z. G\u00fcrb\u00fcz<\/em>, V.C. Chen
 <\/strong>
Radar for In-Door Monitoring: Detection, Localization, and Assessment <\/a>
Edited by M. Amin
CRC Press<\/p>\n\n\n\n



<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n\n\n\n
\n

2012<\/strong><\/h3>\n\n\n\n

Book Chapter<\/em>

Human Detection with Radar: Dismount Detection<\/strong>
by S.Z. G\u00fcrb\u00fcz<\/em>
 <\/strong>
Principles of Modern Radar: Advanced Radar Techniques<\/a>  
Edited by W.L. Melvin and J.A. Scheer
SciTech<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n\n\n\n
\n

2016<\/strong><\/h3>\n\n\n\n

Technical Report<\/em>

Biological Echo Classification in Dual-Pol Weather Radar Data<\/strong> [ PDF<\/a> ]
by S.Z. Gurbuz

ENRAM COST Action<\/a> Short-Term Scientific Mission (STSM)
@Finnish Meteorological Institute, Helsinki, Finland, 3-9 April, 2016

This STSM was carried out by Dr. Sevgi Z\u00fcbeyde G\u00fcrb\u00fcz from the TOBB University of Economics and Technology, Department of Electrical-Electronics Engineering.  It was hosted by Dr. Jarmo Koistinen from the Finnish Meteorological Service and Dr. Matti Leskinen from the Universityof Helsinki.  The goal of this work was to examine dual-pol meteorological radar data from Hatay, Turkey and determine whether significant bird migration could be detected.  Furthermore, differences in dual-pol data obtained in Turkey versus that from Finland were considered, and the design of a naive Bayesian classifier investigated that could give robust results across geographies of significantly different climate and topology. <\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n\n\n\n
\n

2015<\/strong><\/h3>\n\n\n\n

Technical Report<\/em>

Identification of Biological Signals with Radar<\/strong><\/strong> [ PDF<\/a> ]
by S. Z Gurbuz

ENRAM COST Action<\/a> Short-Term Scientific Mission (STSM)
@Swiss Ornithological Institute (Schweitzerische Vogelwarte), Sempach, Switzerland, 18-24 October, 2015

This STSM was carried out by Dr. Sevgi Z\u00fcbeyde G\u00fcrb\u00fcz from the TOBB University of Economics and Technology, Department of Electrical-Electronics Engineering.  It was hosted by Dr. Felix Liechti from the Swiss Ornithological Institute, Sempach, Switzerland.  The goal of this work was to develop novel machine learning algorithms for the automatic classification of bird radar signatures.  Several classifiers were tested as well as some novel features.  Information theory was used to rank features and identify those most significant for classification. <\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n\n\n\n
\n

2013<\/strong><\/h3>\n\n\n\n

Techical Report [in Turkish]<\/em>

Turkiye Afet Yonetimi Karar Destek Sistemi (IZGE) Ar-Ge (A\u015fama 1) Projesi Trend Analiz Raporu <\/strong>
by C. Demirkesen, U. Sakarya, S. Tank\u0131z, H.S. Deveci, F. \u00d6ztoprak, \u00d6. Y\u0131lmaz, S.Z. Gurbuz<\/em>, R. K\u00fcp\u00e7u, M.A. Arabac\u0131, \u0130. At\u0131l, M. Teke, M. Pak, F. Kahraman, Y. Gen\u00e7, S. \u00c7etin

BILGEM Bilisim Teknolojileri Enstitusu, IZGE-TAR-V3.O-15
December 2013
<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n\n\n\n
\n

2002<\/strong><\/h3>\n\n\n\n

Techical Report <\/em>

Denial of Non-Cooperative Bistatic Surveillance  <\/strong>
by D. Weiner, S. Ertan<\/em>*, P. Antonik, M. Wicks, R. Brown
* S. Ertan is the maiden name of S.Z. Gurbuz<\/em>

AFRL In-House Technical Report
Sensors Directorate, Rome, NY<\/p>\n<\/div>\n<\/div>\n\n\n\n

\n
\n
\"\"<\/figure>\n<\/div>\n\n\n\n
\n

2002<\/strong><\/h3>\n\n\n\n

Book Chapter <\/em>

A History of Turks in America<\/strong> [Link to Online Version<\/a>]
by S. Ertan*
* S. Ertan is the maiden name of S.Z. Gurbuz<\/em>

The Turks<\/a>, Vol. 6, Part 78 (The Turkish Word: Turkish Diaspora), pp. 759-767  
Edited by H.C. Guzel, C. C. Oguz, O. Karatay, Yeni Turkiye Publications, 2002


Amerika’daki Turklerin Tarihi<\/strong> [Link to Online Version<\/a>]
by S. Ertan*
* S. Ertan is the maiden name of S.Z. Gurbuz<\/em>

Turkler<\/a>, Vol. 20, Part 104 (Turk Dunyasi: Turk Yerlesimleri), pp. 881-889  
Edited by H.C. Guzel, C. C. Oguz, O. Karatay, Yeni Turkiye Publications, 2002
<\/p>\n\n\n\n


<\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

2020 Book Deep Neural Network Design for Radar Applications Edited by Sevgi Z. Gurbuz, IET, 2020 Book Chapters Prologue: Perspectives on Deep Learning of RF Data by…<\/p>\n","protected":false},"author":149,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-844","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/research.ece.ncsu.edu\/ci4r\/wp-json\/wp\/v2\/pages\/844","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/research.ece.ncsu.edu\/ci4r\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/research.ece.ncsu.edu\/ci4r\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/research.ece.ncsu.edu\/ci4r\/wp-json\/wp\/v2\/users\/149"}],"replies":[{"embeddable":true,"href":"https:\/\/research.ece.ncsu.edu\/ci4r\/wp-json\/wp\/v2\/comments?post=844"}],"version-history":[{"count":36,"href":"https:\/\/research.ece.ncsu.edu\/ci4r\/wp-json\/wp\/v2\/pages\/844\/revisions"}],"predecessor-version":[{"id":1406,"href":"https:\/\/research.ece.ncsu.edu\/ci4r\/wp-json\/wp\/v2\/pages\/844\/revisions\/1406"}],"wp:attachment":[{"href":"https:\/\/research.ece.ncsu.edu\/ci4r\/wp-json\/wp\/v2\/media?parent=844"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}