{"id":308,"date":"2025-05-18T15:29:32","date_gmt":"2025-05-18T15:29:32","guid":{"rendered":"https:\/\/research.ece.ncsu.edu\/ci4r\/?page_id=308"},"modified":"2025-07-16T22:27:17","modified_gmt":"2025-07-16T22:27:17","slug":"journal-papers","status":"publish","type":"page","link":"https:\/\/research.ece.ncsu.edu\/ci4r\/journal-papers\/","title":{"rendered":"Journal Papers [33]"},"content":{"rendered":"\n

2025<\/strong><\/h3>\n\n\n\n
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[33]<\/strong>

Human-Centered Fully-Adaptive Radar for Gesture Recognition in Smart Environments<\/strong>
E. Kurtoglu<\/em> and S.Z. Gurbuz<\/em>
IEEE Transactions on Human-Machine Systems (THMS)
In-Production<\/em><\/p>\n\n\n\n

[ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

2024<\/strong><\/h3>\n\n\n\n
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[32]<\/strong><\/p>\n\n\n\n

Validation of a Micro-Doppler Radar for Measuring Gait Modifications During Multidirectional Visual Perturbations<\/strong>
D.M. Martelli, M.M. Rahman<\/em>, and S.Z. Gurbuz<\/em>
<\/strong>Gait and Posture, vol. 113, pp. 504\u2013511, 2024<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ] <\/p>\n<\/div><\/div>\n\n\n\n

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[31]<\/strong><\/p>\n\n\n\n

Overview of Radar-Based Gait Parameter Estimation Techniques for Fall Risk Assessment<\/strong>
S. Z. Gurbuz, M. M. Rahman<\/em>, Z. Bassiri and D. Martelli
IEEE Open Journal of Engineering in Medicine and Biology, vol. 5, pp. 735-749, 2024.<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ] <\/p>\n<\/div><\/div>\n\n\n\n

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[30]<\/strong><\/strong><\/p>\n\n\n\n

Interactive Learning of Natural Sign Language with Radar<\/strong>
E. Kurtoglu<\/em>, K. DeHaan, C. Kobek Pezzarossi, D.J. Griffin, C. Crawford, S.Z. Gurbuz<\/em>
IET Radar Sonar and Navigation, 18(8), pp. 1203\u20131216, 2024.<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

2023<\/strong><\/h3>\n\n\n\n
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[29]<\/strong><\/p>\n\n\n\n

CV-SincNet: Learning Complex Sinc Filters from Raw Radar Data for Computationally Efficient Human Motion Recognition<\/strong>
IEEE Transactions on Radar Systems, vol. 1, pp. 493-504, 2023
S. Biswas, C. O. Ayna, S.Z. Gurbuz<\/em>, and A.C. Gurbuz<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

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[28]<\/strong><\/strong><\/p>\n\n\n\n

Evaluation of Laser Image Enhancement and Restoration for Underwater Object Recognition<\/strong>
IEEE Sensors Journal, vol. 23, no. 21, pp. 26136-26153, Nov. 1, 2023
O. O. Adeoluwa<\/em>, C. D. Moseley, S. M. Kim, P. Kung, S. Z Gurbuz<\/em><\/p>\n\n\n\n

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[27]<\/strong><\/p>\n\n\n\n

Boosting Multi-Target Recognition Performance with MIMO Radar-based Angular Subspace Projection and Multi-View DNN<\/strong>
IET Radar, Sonar and Navigation, vol. 17, no. 7, July 2023
E. Kurtoglu<\/em>, S. Biswas, A.C. Gurbuz, and S.Z. Gurbuz<\/em><\/p>\n\n\n\n

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[26]<\/strong><\/p>\n\n\n\n

Sensing and Machine Learning for Automotive Perception: A Review
<\/strong>IEEE Sensors Journal, vol. 23, iss. 11, June 2023 
A. Pandharipande, C.-H. Cheng, J. Dauwels, S. Z. Gurbuz<\/em>, J. Ibanex-Guzman, G. Li, A. Piazzoni, P. Wang, A. Santra<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

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[25]<\/strong><\/strong><\/p>\n\n\n\n

Physics-Aware Generative Adversarial Network for Human Activity Recognition<\/strong>
IEEE Transactions on Aerospace and Electronic Systems, vol. 59, no. 3, pp. 2994-3008, June 2023.
M.M. Rahman, S.Z. Gurbuz<\/em>, and M.G. Amin<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

2022<\/strong><\/h3>\n\n\n\n
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[24]<\/strong><\/p>\n\n\n\n

Gait Variability Analysis using Continuous RF Data Streams of Human Activity <\/strong>
Elsevier Smart Health Journal, Vol. 26, Oct. 2023 
Special Issue for IEEE\/ACM Int. Conf. on Connected Health: Applications, Systems and Engineering Technologies (CHASE)
S.Z Gurbuz, E. Kurtoglu, M.M. Rahman<\/em>, and D. Martelli<\/p>\n\n\n\n

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[23]<\/strong><\/strong><\/p>\n\n\n\n

Effect of Kinematics and Fluency in Adversarial Synthetic Data Generation for ASL Recognition with RF Sensors<\/strong>
IEEE Transactions on Aerospace and Electronic Systems, Volume: 58, Iss. 4, August 2022 
M.M. Rahman<\/em>, E.A. Malaia, A.C. Gurbuz, D. Griffin, C. Crawford and S.Z. Gurbuz<\/em>
* https:\/\/arxiv.org\/abs\/2201.00055<\/a> (Jan 2022)<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

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[22]<\/strong><\/strong><\/p>\n\n\n\n

ASL Trigger Recognition in Mixed Activity\/Signing Sequences for RF Sensor-Based User Interfaces<\/strong>
IEEE Transactions on Human Machine Systems, Volume: 52, Iss. 4, August 2022
E. Kurtoglu<\/em>, A.C. Gurbuz, E.A. Malaia, D. Griffin, C. Crawford, and <\/strong>S.Z. Gurbuz<\/em>
* https:\/\/arxiv.org\/abs\/2111.05480<\/a> (Dec. 2021)<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

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[21]<\/strong><\/strong><\/p>\n\n\n\n

Complexity in Sign languages: Linguistic and Dimensional Analysis of Information Transfer in Dynamic Visual Communication 
<\/strong>Linguistic Vanguard, vol. 9, no. s1, 2023, pp. 121-131, published online in October 2022.
E.A. Malaia, J.D. Borneman, E. Kurtoglu, S.Z. Gurbuz<\/em>, D. Griffin, C. Crawford, and A.C. Gurbuz<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

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[20]<\/strong><\/p>\n\n\n\n

Multi-Frequency RF Sensor Fusion for Word-Level Fluent ASL Recognition <\/strong>
IEEE Sensors Journal, Volume: 22, Iss. 12, pp. 11373-11381, June 2022
S.Z. Gurbuz, M.M. Rahman, E. Kurtoglu<\/em>, E. Malaia, A.C. Gurbuz, D.J. Griffin, C. Crawford<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

2021<\/strong><\/h3>\n\n\n\n
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[19]<\/strong><\/p>\n\n\n\n

Sequential Human Gait Classification with Distributed Radar Sensor Fusion<\/strong>  
IEEE Sensors Journal, vol. 21, iss. 6, March 2021
H. Li, A. Mehul, J. Le Kernec, S.Z. Gurbuz<\/em>, F. Fioranelli<\/p>\n\n\n\n

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[18]<\/strong><\/p>\n\n\n\n

American Sign Language Recognition Using RF Sensing 
<\/strong>IEEE Sensors Journal, vol. 21, iss. 3, Feb. 2021
* IEEE Early Access, September 7, 2020
S.Z. Gurbuz<\/em>, A.C. Gurbuz, E. Malaia, D. Griffin, C. Crawford, M. Rahman, E. Kurtoglu, R. Aksu, T. Macks<\/em>,<\/strong> R. Mdrafi
* https:\/\/arxiv.org\/abs\/2009.01224<\/a>  (August 2020)<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

2020<\/strong><\/h3>\n\n\n\n
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[17]<\/strong><\/p>\n\n\n\n

Motion classification using kinematically sifted ACGAN-synthesized radar micro-Doppler signatures <\/strong>
IEEE Transactions on Aerospace and Electronic Systems, Vol. 56, Iss. 4, pp. 3197 – 3213, August 2020
B Erol, S.Z. Gurbuz<\/em>, and M.G. Amin
* IEEExplore Early Access: January 27, 2020
* https:\/\/arxiv.org\/abs\/2001.08582<\/a> (January 2020)<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

2019<\/strong><\/h3>\n\n\n\n
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[16]<\/strong><\/p>\n\n\n\n

An overview of cognitive radar: past, present, and future* 
<\/strong>IEEE Aerospace and Electronic Systems Magazine, Vol. 34, Iss. 12, pp. 6 – 18, Dec. 2019
S.Z. Gurbuz<\/strong>, H. Griffiths, A. Charlish, M. Rangaswamy, M.S. Greco, and K. Bell<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ] <\/p>\n\n\n\n

* Paper recognized with 2019 IEEE Harry Rowe Mimno Award [ AESS Link<\/a> ]\n<\/div><\/div>\n\n\n\n

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[15]<\/strong><\/p>\n\n\n\n

Radar-based human motion recognition with deep learning <\/strong>
IEEE Signal Processing Magazine, Vol. 36, Iss. 4, pp. 16 – 28, July 2019
Special Issue on Advances in Radar Systems for Modern Civilian and Commercial Applications
S.Z. Gurbuz,<\/em> <\/strong>M.G. Amin<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

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[14]<\/strong><\/p>\n\n\n\n

DNN transfer learning from diversified micro-Doppler for motion classification<\/strong> 
IEEE Transactions on Aerospace and Electronic Systems, vol. 55, no. 5, pp. 2164 – 2180, Oct. 2019
B. Erol, S.Z. Gurbuz<\/em>, M.G. Amin
* https:\/\/arxiv.org\/abs\/1811.08361v1<\/a> (November 2018)<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

2018<\/strong><\/h3>\n\n\n\n
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[13]<\/strong><\/p>\n\n\n\n

Deep convolutional autoencoder for radar-based classification of similar aided and unaided human activities<\/strong>
IEEE Transactions on Aerospace and Electronic Systems, vol. 54, iss. 4, pp. 1709 – 1723, August 2018
M.S. Seyfioglu<\/em>, A.M. Ozbayoglu, S.Z. Gurbuz<\/em><\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

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[12]<\/strong><\/p>\n\n\n\n

Automatic data-driven frequency-warped cepstral feature design for micro-Doppler classification<\/strong>
IEEE Transactions on Aerospace and Electronic Systems, vol. 54, iss. 4, pp. 1724 – 1738, August 2018
B. Erol, S.Z. Gurbuz<\/em>, and M.G. Amin<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

2017<\/strong><\/h3>\n\n\n\n
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[11]<\/strong><\/p>\n\n\n\n

Deep neural network initialization methods for micro-Doppler classification with low training sample support <\/strong>
IEEE Geoscience and Remote Sensing Letters, Vol. 14, No. 12, pp. 2462-2466, Dec. 2017
M.S. Seyfioglu, S.Z. Gurbuz<\/em><\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

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[10]<\/strong><\/p>\n\n\n\n

Feature Diversity for Optimized Human Micro-Doppler Classification Using Multistatic Radar<\/strong>
IEEE Transactions of Aerospace and Electronic Systems, Vol. 53, No. 2, pp. 640-654, April 2017
F. Fioranelli, M. Ritchie, S.Z. Gurbuz<\/em>, H. Griffiths<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

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[9]<\/strong><\/strong><\/p>\n\n\n\n

Micro-Doppler Based In-Home Aided and Unaided Walking Recognition with Multiple Radar and Sonar Systems<\/strong>
IET Radar, Sonar and Navigation, Vol. 11, No. 1, pp. 107-115, April 2017
S.Z. Gurbuz<\/em>, C. Clemente, A. Balleri, J. Soraghan<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

2016<\/strong><\/h3>\n\n\n\n
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[8]<\/strong><\/strong><\/p>\n\n\n\n

Information Theoretic Feature Selection for Human Micro-Doppler Signature Classification <\/strong>
IEEE Transactions on Geoscience and Remote Sensing, Vol. 55, No. 5, pp. 2749-2762, May 2016 
B. Tekeli, S.Z. Gurbuz<\/em>, M. Yuksel<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

2015<\/strong><\/h3>\n\n\n\n
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[<\/strong>7]<\/strong><\/p>\n\n\n\n

Operational Assessment and Adaptive Selection of Micro-Doppler Features<\/strong>
IET Radar, Sonar, and Navigation, Vol. 9, No. 9, pp. 1196-1204, Dec. 2015
S.Z. Gurbuz<\/em>, B. Erol, B. Cagliyan, B. Tekeli<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

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[6]<\/strong><\/p>\n\n\n\n

Knowledge Exploitation for Human Micro-Doppler Classification <\/strong>
IEEE Geoscience and Remote Sensing Letters, Vol. 12, No. 10, pp. 2125-2129, October 2015
C. Karabacak, S.Z. G\u00fcrb\u00fcz<\/em>, A.C. G\u00fcrb\u00fcz, M.B. Guldogan, G. Hendeby, F. Gustafsson<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

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[5]<\/strong><\/p>\n\n\n\n

Human Activity Classification Using the Wireless, Mote-Scale Bumblebee Radar <\/strong>
IEEE Geoscience and Remote Sensing Letters, Vol. 12, No. 10, pp. 2135-2139, October 2015
B. \u00c7a\u011fl\u0131yan, S.Z. G\u00fcrb\u00fcz<\/em><\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

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[4]<\/strong><\/strong><\/p>\n\n\n\n

Implementation of an Enhanced Target Localization and Identification Algorithm on a Magnetic WSN<\/strong>
IEICE Transactions on Communications, Vol. E98-B, No. 10, pp. 2022-2023, October 2015
S. Baghaee, S.Z. G\u00fcrb\u00fcz<\/em>, E. Uysal-B\u0131y\u0131ko\u011flu<\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

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[3]<\/strong><\/p>\n\n\n\n

A Kinect-Based Human Micro-Doppler Simulator<\/strong>*
IEEE Aerospace and Systems Magazine, Vol. 30, No. 5, May 2015
B.Erol, C. Karabacak, S.Z. G\u00fcrb\u00fcz<\/em><\/p>\n\n\n\n

[ Link to Pub<\/a> ] [ PDF<\/a> ]\n\n\n\n

*Kid on the cover is my son Mustafa Alperen Gurbuz<\/a> \ud83d\ude42<\/p>\n<\/div><\/div>\n\n\n\n

2012<\/strong><\/h3>\n\n\n\n
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[2]<\/strong><\/p>\n\n\n\n

Kinematic Model-Based Human Detectors for Multi-Channel Radar <\/strong>
IEEE Transactions on Aerospace and Electronic Systems, Vol. 48, No. 2, pp. 1306-1318, April 2012
S.Z. G\u00fcrb\u00fcz<\/em>, W.L. Melvin, D.B. Williams.<\/p>\n\n\n\n

[ Link to the Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n\n\n\n

2011<\/strong><\/h3>\n\n\n\n
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[1]<\/strong><\/p>\n\n\n\n

A Non-Linear Phase, Model-Based Human Detector for Radar<\/strong>
IEEE Transactions in Aerospace and Electronic Systems, Vol. 47, No. 4, pp. 1306-1318, October 2011
S.Z. G\u00fcrb\u00fcz<\/em>, W.L. Melvin, and D.B. Williams<\/p>\n\n\n\n

[ Link to the Pub<\/a> ] [ PDF<\/a> ]\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"

2025 [33] Human-Centered Fully-Adaptive Radar for Gesture Recognition in Smart EnvironmentsE. Kurtoglu and S.Z. GurbuzIEEE Transactions on Human-Machine Systems (THMS)In-Production [ PDF ] 2024 [32]…<\/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-308","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/research.ece.ncsu.edu\/ci4r\/wp-json\/wp\/v2\/pages\/308","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=308"}],"version-history":[{"count":66,"href":"https:\/\/research.ece.ncsu.edu\/ci4r\/wp-json\/wp\/v2\/pages\/308\/revisions"}],"predecessor-version":[{"id":1104,"href":"https:\/\/research.ece.ncsu.edu\/ci4r\/wp-json\/wp\/v2\/pages\/308\/revisions\/1104"}],"wp:attachment":[{"href":"https:\/\/research.ece.ncsu.edu\/ci4r\/wp-json\/wp\/v2\/media?parent=308"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}