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Ozge Kaya

Ozge Kaya

Distinguished Member of Technical Staff (DMTS) - Senior Research Scientist

Murray Hill, NJ, USA

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Biography

Aliye Özge Kaya received the B.Sc. and Dipl-Ing. degrees in electrical and information technology engineering from the Technical University of Munich, Germany, the M.Sc. and Ph.D. degrees in electrical and computer engineering from the Wireless Information Networks Laboratory (WINLAB), Rutgers University, NJ, New Brunswick, USA and the M.B.A. degree from the Columbia Business School. She has been a Research Scientist with Nokia Bell Labs, since 2010. Her current research interests include applying artificial intelligence and machine learning techniques to wireless communications systems. She holds eight granted patents.

Education
  • MBA, Columbia Business School
  • Ph.D. and M.Sc. in Electrical and Computer Engineering, WINLAB, Rutgers University
  • Dipl.-Ing. (Univ.) and B.Sc.  in Electrical and Information Technology, Munich University of Technology (TUM)
  • Bilkent University
  • Istanbul Lisesi
Selected Articles and Publications
  • F. B. Mismar and A. Ö. Kaya, “Uncoordinated interference avoidance between terrestrial and non-terrestrial communications,” IEEE ICC 2024 (to appear), June 2023.
  • F. B. Mismar, A. Gundogan, A. Ö . Kaya, and O. Chistyakov, “Deep learning for multi-user proactive beam handoff: A 6G application,” IEEE Access, 2023.
  • A. Ö . Kaya and H. Viswanathan, “Optimal beam set design during network operation without explicit traffic localization,” in 2022 IEEE Globecom Workshops (GC Wkshps). IEEE, 2022, pp. 771–776.
  • “Deep learning-based predictive beam management for 5G mmwave systems,” in 2021 IEEE Wireless Communicationsand Networking Conference (WCNC). IEEE, 2021, pp. 1–7.
  • “Dense distributed massive MIMO: Precoding and power control,” in IEEE INFOCOM 2020-IEEE Conference onComputer Communications. IEEE, 2020, pp. 756–763.
  • H. Sun, A. Ö . Kaya, M. Macdonald, H. Viswanathan, and M. Hong, “Deep learning based preamble detection and TOA estimation,” in 2019 IEEE Global Communications Conference (GLOBECOM). IEEE, 2019, pp. 1–6.
  • M. N. Kulkarni, A. Ö . Kaya, D. Calin, and J. G. Andrews, “Impact of humans on the design and performance of millimeter wave cellular networks in stadiums,” in 2017 IEEE Wireless Communications and Networking Conference (WCNC). IEEE, 2017, pp. 1–6.
  • A. Ö . Kaya and H. Viswanathan, “Coverage and capacity impact of mobility and human body blocking at millimeter waves,” in GLOBECOM 2017-2017 IEEE Global Communications Conference. IEEE, 2017, pp. 1–7.
  • A. Ö . Kaya, D. Calin, and H. Viswanathan, “Ultra-broadband, hybrid high-low band wireless access,” in 2017 IEEE Wireless Communications and Networking Conference (WCNC). IEEE, 2017, pp. 1–6.
  • S. Borst, A. Ö . Kaya, D. Calin, and H. Viswanathan, “Dynamic path selection in 5G multi-RAT wireless networks,” in IEEE INFOCOM 2017-IEEE Conference on Computer Communications. IEEE, 2017, pp. 1–9.
  • A. Ö . Kaya and D. Calin, “On the wireless channel characteristics of outdoor-to-indoor lte small cells,” IEEE Wireless Communications Letters, vol. 15, no. 8, pp. 5453–5466, 2016.
  • A. Ö . Kaya, D. Calin, and H. Viswanathan, “28 ghz and 3.5 ghz wireless channels: Fading, delay and angular dispersion,” in 2016 IEEE Global Communications Conference (GLOBECOM). IEEE, 2016, pp. 1–7.
  • S. Borst, A. Ö . Kaya, D. Calin, and H. Viswanathan, “Optimal path selection in multi-rat wireless networks,” in 2016 IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS). IEEE, 2016, pp. 592–597.
  • A. Ö . Kaya, D. Calin, and H. Viswanathan, “On the performance of stadium high density carrier WI-FI enabled LTE small cell deployments,” in 2015 IEEE Wireless Communications and Networking Conference (WCNC). IEEE, 2015, pp. 855–860.
  • D. Calin, A. Ö . Kaya, A. Abouliatim, G. Ferrada, and I. Petrut, “The art of deploying small cells: field trial experiments, system design, performance prediction, and deployment feasibility.” 2015.
  • D. Calin, A. Ö . Kaya, and I. Petrut, “On the in-building performance and feasibility of lte small cells with beamforming capabilities,” in 2014 IEEE Globecom Workshops (GC Wkshps). IEEE, 2014, pp. 1211–1216.
  • D. Calin, A. Ö . Kaya, B. H. Kim, K. Yang, and S. Yiu, “On the high capacity lightradio™ metro cell design for stadiums,” Bell Labs Technical Journal, vol. 18, no. 2, pp. 77–97, 2013.
  • D. Calin, A. Ö . Kaya, A. Abouliatim, G. Ferrada, P. Richard, and A. Segura, “On the feasibility of outdoor-to-indoor LTE small cell deployments: Field trial experiments and performance prediction,” in 2013 IEEE Globecom Workshops (GC Wkshps). IEEE, 2013, pp. 714–719.
  • A. Ö . Kaya and D. Calin, “Modeling three dimensional channel characteristics in outdoor-to-indoor lte small cell environments,” in MILCOM 2013-2013 IEEE Military Communications Conference. IEEE, 2013, pp. 933–938.
  • A. Ö . Kaya, W. Trappe, L. J. Greenstein, and D. Chizhik, “Predicting mimo performance in urban microcells using ray tracing to characterize the channel,” IEEE transactions on wireless communications, vol. 11, no. 7, pp. 2402–2411, 2012.
  • K. Yang, D. Calin, A. Ö. Kaya, and S. Yiu, “Coordinated dual-layer beamforming for public safety network: Architecture and algorithms,” in 2012 IEEE International Conference on Communications (ICC). IEEE, 2012, pp. 4095–4099.
  • S. Yiu, D. Calin, A. Ö. Kaya, and K. Yang, “Distributed stbc-ofdm and distributed sfbc-ofdm for frequency-selective and time-varying channels,” in 2012 IEEE Wireless Communications and Networking Conference (WCNC). IEEE, 2012, pp. 251–255.
  • A. Ö. Kaya and L. J. Greenstein, “A new path loss modeling approach for in-building wireless networks,” in 2012 IEEE Global Communications Conference (GLOBECOM). IEEE, 2012, pp. 5033–5037.
  • A. Ö. Kaya, Channel modeling approaches to wireless system design and analysis. Rutgers The State University of New Jersey, School of Graduate Studies, 2010.
  • A. Ö. Kaya, W. Trappe, and L. J. Greenstein, “Adapting MIMO transmission mode along paths in urban environments,” in 2010 IEEE International Conference on Acoustics, Speech and Signal Processing. IEEE, 2010, pp. 3462–3465.
  • A. Ö. Kaya, M. Chiang, and W. Trappe, “P2p-isp cooperation: Risks and mitigation in multiple-isp networks,” in GLOBECOM 2009-2009 IEEE Global Telecommunications Conference (BEST PAPER AWARD). IEEE, 2009, pp. 1–8.
  • A. Ö. Kaya, L. J. Greenstein, and W. Trappe, “Characterizing indoor wireless channels via ray tracing combined with stochastic modeling,” IEEE Transactions on Wireless Communications, vol. 8, no. 8, pp. 4165–4175, 2009.
  • A. Ö. Kaya, L. Greenstein, and W. Trappe, “Characterizing indoor wireless channels via ray tracing, and validation via measurements,” in IEEE GLOBECOM 2008-2008 IEEE Global Telecommunications Conference. IEEE, 2008, pp. 1–5.
  • “Modeling temporal channel variations in indoor wireless environments,” in MILCOM 2008-2008 IEEE Military Communications Conference. IEEE, 2008, pp. 1–7.
  • A. Ö. Kaya, L. Greenstein, D. Chizhik, R. Valenzuela, and N. Moayeri, “Emitter localization and visualization (ELVIS): A backward ray tracing algorithm for locating emitters,” in 2007 41st Annual Conference on Information Sciences and Systems. IEEE, 2007, pp. 376–381
Memberships
  • IEEE Senior Member
  • National Academy of Engineering - Frontiers of Engineering Alumni
Awards and Recognition
  • Best paper Award Globecom 2009
  • DMTS Award 2024

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Biography

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Selected Articles and Publications

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Awards and Recognition

ozge.kaya@nokia-bell-labs.com Email
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