Irmak Aykin

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 12

Top Topics

Multi Armed Bandit

Heterogeneous Networks

Millimeter Wave

Top Venues

IEEE J. Sel. Areas Commun.

Int. J. Satell. Commun. Netw.

Publications

Marwan Krunz, Irmak Aykin, Sopan Sarkar, Berk Akgun
Online Reinforcement Learning for Beam Tracking and Rate Adaptation in Millimeter-Wave Systems. IEEE Trans. Mob. Comput. 23 (2) (2024)
Sopan Sarkar, Marwan Krunz, Irmak Aykin, David Manzi
Machine Learning for Robust Beam Tracking in Mobile Millimeter-Wave Systems. GLOBECOM (2021)
Mingjie Feng, Berk Akgun, Irmak Aykin, Marwan Krunz
Beamwidth Optimization for 5G NR Millimeter Wave Cellular Networks: A Multi-armed Bandit Approach. ICC (2021)
Irmak Aykin, Berk Akgun, Mingjie Feng, Marwan Krunz
MAMBA: A Multi-armed Bandit Framework for Beam Tracking in Millimeter-wave Systems. INFOCOM (2020)
Alex Berian, Irmak Aykin, Marwan Krunz, Tamal Bose
Deep Learning Based Identification of Wireless Protocols in the PHY layer. ICNC (2020)
Irmak Aykin, Marwan Krunz
Efficient Beam Sweeping Algorithms and Initial Access Protocols for Millimeter-Wave Networks. IEEE Trans. Wirel. Commun. 19 (4) (2020)
Irmak Aykin, Ezhan Karasan
An Activity Management Algorithm for Improving Energy Efficiency of Small Cell Base Stations in 5G Heterogeneous Networks. CoRR (2019)
Irmak Aykin, Berk Akgun, Marwan Krunz
Multi-beam Transmissions for Blockage Resilience and Reliability in Millimeter-Wave Systems. IEEE J. Sel. Areas Commun. 37 (12) (2019)
Irmak Aykin, Berk Akgun, Marwan Krunz
Smartlink: Exploiting Channel Clustering Effects for Reliable Millimeter Wave Communications. INFOCOM (2019)
Irmak Aykin, Marwan Krunz
FastLink: An Efficient Initial Access Protocol for Millimeter Wave Systems. MSWiM (2018)
Irmak Aykin, Marwan Krunz, Yong Xiao
Adaptive frequency-hopping schemes for CR-based multi-link satellite networks. Int. J. Satell. Commun. Netw. 36 (4) (2018)
Irmak Aykin, Marwan Krunz
Proactive Sensing and Interference Mitigation in Multi-Link Satellite Networks. GLOBECOM (2016)
Berk Akgun, Irmak Aykin
EHPBS: Energy harvesting prediction based scheduling in wireless sensor networks. ICEAC (2013)