Fair beam allocation in millimeter-wave multiuser transmission and quality of experience based beam scheduling for svc video multicast to multiple groups in millimeter-wave networks
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Abstract (EN)
A part of this work addresses the problem of proportional fair beam allocation in millimeter wave (mmWave) switched-beam based systems. Working at the mmWave band facilitates using a massive number of antenna elements at the base station (BS). Usage of beamforming in large antenna arrays provides high directivity and increased SINR at the receivers. In this setting intelligent beam allocation over multiple time slots is required for fair rate allocation to users. Activating multiple beams simultaneously requires an algorithm that takes interbeam interference into account. We formulate the proportional fair beam allocation as a mixed integer nonlinear programming with an objective of maximizing logarithmic sum of average received rates. As for received rates at each time slot, Shannon capacity is used, taking the inter-beam interference into account. We also propose a near-MINLP-based solution as our interference-aware fair beam allocation algorithm. Numerical evaluation results reveal that proposed proportional fair beam allocation algorithm performs very close to the MINLP-based solution and performs much better than the considered benchmark algorithms. Scheduling the beams and resources for a Scalable Video Coding (SVC) video multicast to multi-groups network with beamforming is a challenging issue. In the past, there have been studies on similar issue ignoring multi-group consideration and handling different objectives.
Author
Fırat Karababa
Institution
How to Cite
Fırat Karababa (Master Thesis). Fair beam allocation in millimeter-wave multiuser transmission and quality of experience based beam scheduling for svc video multicast to multiple groups in millimeter-wave networks, 2017, TOBB Economics and Technology University.
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