Deep reinforcement learning-based mobility-aware robust proactive resource allocation in heterogeneous networks

J Li, X Zhang, J Zhang, J Wu, Q Sun… - … and Networking, 2019 - ieeexplore.ieee.org
… the probabilistic distribution of achievable rate is derived. To flexibly coordinate resource
allocation among multiple mobile … the value of users’ future moving traces, and we only needed …

Fundamentals of mobility-aware performance characterization of cellular networks: A tutorial

H Tabassum, M Salehi… - … Communications Surveys & …, 2019 - ieeexplore.ieee.org
… interference and network-wide resource management and … handoff probability and the
mobility-aware coverage probability. … mobile nodes in column mobility model form a line and move

Mobility management in emerging ultra-dense cellular networks: A survey, outlook, and future research directions

SMA Zaidi, M Manalastas, H Farooq, A Imran - IEEE Access, 2020 - ieeexplore.ieee.org
… • In existing mobile networks, UE context has to move from … ber of HOs and the call drop
probability during the HO by 70%… Each beam in the group contains similar resource allocation to …

Drone-cell trajectory planning and resource allocation for highly mobile networks: A hierarchical DRL approach

W Shi, J Li, H Wu, C Zhou, N Cheng… - IEEE Internet of Things …, 2020 - ieeexplore.ieee.org
… to the high idle probability of small cells deployed for peak … seamlessly integrating UAV into
future cellular networks [10]. In … -mobility users can only move within sufficiently small ranges …

Vertical handover analysis for randomly deployed small cells in heterogeneous networks

TM Duong, S Kwon - IEEE Transactions on Wireless …, 2020 - ieeexplore.ieee.org
cellular network, composed of macrocells and small cells, as … probability that the UE
transverses exactly n small cells given … resource allocation exploiting mobility prediction in mobile

Deep learning for radio resource allocation in multi-cell networks

KI Ahmed, H Tabassum, E Hossain - IEEE Network, 2019 - ieeexplore.ieee.org
… for a good move or a penalty for a bad move. The primary job of … Step 2.5: With a very low
mutation probability, we randomly … of wireless, mobile, cognitive, and green communication …

NOMA-based resource allocation and mobility enhancement framework for IoT in next generation cellular networks

R Abozariba, MK Naeem, M Patwary… - IEEE …, 2019 - ieeexplore.ieee.org
… -52600 MHz) are considered in 5G cellular networks [7]. In respect to … This in turn increases
error probability, undesirable in NOMA… bandwidth shifting and redistribution in mobile cloud …

Resource allocation for device-to-device communications in multi-cell multi-band heterogeneous cellular networks

Y Chen, B Ai, Y Niu, R He, Z Zhong… - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
… frequency resources, many mobile network operators have … of the small cells can increase
line-of-sight (LOS) probability … wave set, we can move a part of the D2D into the cellular set, …

Distributed resource allocation for D2D-assisted small cell networks with heterogeneous spectrum

Y Liu, Y Wang, R Sun, Z Miao - IEEE Access, 2019 - ieeexplore.ieee.org
small cells, the co-channel interference between small cell … large-scale mobile traffic in the
future network. To enhance the … pk,i is defined as the channel availability probability of ck,i. …

Dynamic resource allocation in co-located and cell-free massive MIMO

Z Chen, E Björnson, EG Larsson - … and Networking, 2019 - ieeexplore.ieee.org
Cell-Free (CF) Massive MIMO has emerged as an alternative implementation of the Massive
MIMO concept, with the potential to provide better coverage probability… model the mobility of …