EHPBS: Energy harvesting prediction based scheduling in wireless sensor networks. - Berk Akgun; Irmak Aykin (ICEAC, 2013)

Proactive Sensing and Interference Mitigation in Multi-Link Satellite Networks. - Irmak Aykin; Marwan Krunz (GLOBECOM, 2016)

FastLink: An Efficient Initial Access Protocol for Millimeter Wave Systems. - Irmak Aykin; Marwan Krunz (MSWiM, 2018)

Adaptive frequency-hopping schemes for CR-based multi-link satellite networks. - Irmak Aykin; Marwan Krunz; Yong Xiao 001 (Int. J. Satell. Commun. Netw., 2018)

Smartlink: Exploiting Channel Clustering Effects for Reliable Millimeter Wave Communications. - Irmak Aykin; Berk Akgun; Marwan Krunz (INFOCOM, 2019)

An Activity Management Algorithm for Improving Energy Efficiency of Small Cell Base Stations in 5G Heterogeneous Networks. - Irmak Aykin; Ezhan Karasan (CoRR, 2019)

Multi-beam Transmissions for Blockage Resilience and Reliability in Millimeter-Wave Systems. - Irmak Aykin; Berk Akgun; Marwan Krunz (IEEE J. Sel. Areas Commun., 2019)

Deep Learning Based Identification of Wireless Protocols in the PHY layer. - Alex Berian; Irmak Aykin; Marwan Krunz; Tamal Bose (ICNC, 2020)

MAMBA: A Multi-armed Bandit Framework for Beam Tracking in Millimeter-wave Systems. - Irmak Aykin; Berk Akgun; Mingjie Feng; Marwan Krunz (INFOCOM, 2020)

Efficient Beam Sweeping Algorithms and Initial Access Protocols for Millimeter-Wave Networks. - Irmak Aykin; Marwan Krunz (IEEE Trans. Wirel. Commun., 2020)

Machine Learning for Robust Beam Tracking in Mobile Millimeter-Wave Systems. - Sopan Sarkar; Marwan Krunz; Irmak Aykin; David Manzi (GLOBECOM, 2021)

Beamwidth Optimization for 5G NR Millimeter Wave Cellular Networks: A Multi-armed Bandit Approach. - Mingjie Feng; Berk Akgun; Irmak Aykin; Marwan Krunz (ICC, 2021)

Online Reinforcement Learning for Beam Tracking and Rate Adaptation in Millimeter-Wave Systems. - Marwan Krunz; Irmak Aykin; Sopan Sarkar; Berk Akgun (IEEE Trans. Mob. Comput., 2024)