| MAMBA: A Multi-armed Bandit Framework for Beam Tracking in Millimeter-wave Systems I Aykin, B Akgun, M Feng, M Krunz IEEE INFOCOM 2020-IEEE Conference on Computer Communications, 2020 | 63 | 2020 |
| Efficient Beam Sweeping Algorithms and Initial Access Protocols for Millimeter-Wave Networks I Aykin, M Krunz IEEE Transactions on Wireless Communications, 2020 | 49 | 2020 |
| Multi-beam Transmissions for Blockage Resilience and Reliability in Millimeter-wave Systems I Aykin, B Akgun, M Krunz IEEE Journal on Selected Areas in Communications, 2019 | 21 | 2019 |
| Smartlink: Exploiting channel clustering effects for reliable millimeter wave communications I Aykin, B Akgun, M Krunz IEEE INFOCOM 2019-IEEE Conference on Computer Communications, 1117-1125, 2019 | 16 | 2019 |
| Method for fast beam sweeping and device discovery in 5G millimeter wave and upper centimeter-wave systems M Krunz, I Aykin, B Akgun US Patent 10,972,172, 2021 | 12 | 2021 |
| Fastlink: An efficient initial access protocol for millimeter wave systems I Aykin, M Krunz Proceedings of the 21st ACM International Conference on Modeling, Analysis …, 2018 | 10 | 2018 |
| Activity management algorithm for improving energy efficiency of small cell base stations in 5g heterogeneous networks I Aykın PQDT-Global, 2014 | 10 | 2014 |
| Beamwidth optimization for 5G NR millimeter wave cellular networks: A multi-armed bandit approach M Feng, B Akgun, I Aykin, M Krunz ICC 2021-IEEE International Conference on Communications, 1-6, 2021 | 9 | 2021 |
| Adaptive frequency‐hopping schemes for CR‐based multi‐link satellite networks I Aykin, M Krunz, Y Xiao International Journal of Satellite Communications and Networking 36 (4), 315-331, 2018 | 7 | 2018 |
| Proactive sensing and interference mitigation in multi-link satellite networks I Aykin, M Krunz Global Communications Conference (GLOBECOM), 2016 IEEE, 1-6, 2016 | 7 | 2016 |
| Online Reinforcement Learning for Beam Tracking and Rate Adaptation in Millimeter-wave Systems M Krunz, I Aykin, S Sarkar, B Akgun IEEE Transactions on Mobile Computing, 2023 | 5 | 2023 |
| Machine learning for robust beam tracking in mobile millimeter-wave systems S Sarkar, M Krunz, I Aykin, D Manzi 2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021 | 5 | 2021 |
| EHPBS: Energy harvesting prediction based scheduling in wireless sensor networks B Akgün, I Aykın 2013 4th Annual International Conference on Energy Aware Computing Systems …, 2013 | 5 | 2013 |
| Design and Implementation of Machine-Learning-Based Beam Management Protocols for 5G Millimeter-Wave Networks I Aykin The University of Arizona, 2020 | 1 | 2020 |
| Deep learning based identification of wireless protocols in the PHY layer A Berian, I Aykin, T Bose, M Krunz Proceedings of the IEEE CNC Workshop 2020, 2020 | 1 | 2020 |
| 2019 Index IEEE Journal on Selected Areas in Communications Vol. 37 S Abbasloo, C Abou-Rjeily, M Abu-Lebdeh, ME Ahmed, B Akgun, ... IEEE Journal on Selected Areas in Communications 37 (12), 2019 | | 2019 |
| Formation of dorso-ventral grid cell modules: The role of learning I Aykin, OO Koyluoglu, JM Fellous Computational and Systems Neuroscience (Cosyne) 2015 - http://cosyne.org …, 2015 | | 2015 |
Marwan KrunzRegents Professor of Electrical and Computer Engineering, University of Arizona在 arizona.edu 的电子邮件经过验证
Marwan KrunzRegents Professor of Electrical and Computer Engineering, University of Arizona在 arizona.edu 的电子邮件经过验证
Berk AkgunQualcomm Technologies, Inc.在 qti.qualcomm.com 的电子邮件经过验证