A proximity-based Q-learning reward function for femtocell networks

JR Tefft, NJ Kirsch - 2013 IEEE 78th vehicular technology …, 2013 - ieeexplore.ieee.org
Q-learning has become a prominent tool for resource allocation and management in
femtocell networks, as it can decrease the time the network takes to determine an allocation …

Autonomous downlink power control for LTE femtocells based on channel quality indicator

X Xu, G Kutrolli, R Mathar - 2013 IEEE 24th Annual …, 2013 - ieeexplore.ieee.org
In this work, a downlink power control scheme based on channel quality indicator (CQI) is
proposed for LTE femtocells. Unlike the conventional methods, this scheme takes the …

[PDF][PDF] Resource Allocation in OFDMA Femtocell Based LTE and 5G Networks with QoS Guarantees

AA Hafez, YM Jaamour, KI Khorzom… - Journal of Engineering …, 2020 - researchgate.net
Expanding network capacity and guaranteeing the Quality of Service (QoS) are significant
goals in fifth-Generation (5G) for high densities of mobile terminals. Femtocell-based 5G is …

An intelligent optimization algorithm for joint MCS and resource block allocation in LTE femtocell downlink with QoS guarantees

L Li, X Chen, X Xiang - … conference on game theory for networks, 2014 - ieeexplore.ieee.org
In this paper, we address the problem of joint Resource Block (RB) allocation and
Modulation-and-Coding Scheme (MCS) selection for LTE femtocell DownLink (DL). We first …

Cell selection in two-tier femtocell networks using Q-learning algorithm

X Tan, X Luan, Y Cheng, A Liu… - … Conference on Advanced …, 2014 - ieeexplore.ieee.org
Next-generation wireless networks will generate a heterogeneous network with micro base
station (MBS) and femtocells where cell selection becomes crucial for balancing the …

A cooperation framework for LTE femtocells' efficient integration in cellular infrastructures based on femto relay concept

N Nomikos, P Makris, DN Skoutas… - 2012 IEEE 17th …, 2012 - ieeexplore.ieee.org
The fast emerging technology of femtocells, through the utilization of existing IP
infrastructures, promises to improve critical performance indicators in cellular networks, such …

Partitioning resource priority regions for hybrid access mode femtocells

KT Cho, BH Ryu - 2012 IEEE 23rd International Symposium on …, 2012 - ieeexplore.ieee.org
While femtocells provide various advantages for associated users, the occurred interference
on the macrocell layer remains a severe problem. To resolve such problems, various …

A novel cluster based resource sharing model for femtocell networks

R Estrada, H Otrok, Z Dziong - Computer Communications, 2016 - Elsevier
Femtocells have been deployed to enhance indoor coverage, improve the system capacity
of cellular networks, and increase the spectrum efficiency by means of full subcarrier reuse …

Energy-efficient selective activation in femtocell networks

M Lin, S Silvestri, N Bartolini… - 2015 IEEE 12th …, 2015 - ieeexplore.ieee.org
Provisioning the capacity of wireless networks is difficult when peak load is significantly
higher than average load, for example, in public spaces like airports or train stations. Service …

Resource allocation and performance study for LTE networks integrated with femtocells

T Lan, K Sinkar, L Kant, K Kerpez - 2010 IEEE Global …, 2010 - ieeexplore.ieee.org
Long-Term Evolution (LTE) networks comprising conventional cellular macrocells plus user-
installed femtocells offer an economically viable solution to achieving high user capacity and …