A Q-learning-based downlink resource scheduling method for capacity optimization in LTE femtocells

B Wen, Z Gao, L Huang, Y Tang… - 2014 9th international …, 2014 - ieeexplore.ieee.org
The deployment of femtocells is beneficial for both users and operators. On the one hand, it
can be used to improve the indoor coverage, but on the other hand it will inevitably produce …

Power optimization technique in interference-limited femtocells in LTE and LTE advanced based femtocell networks

S Khan, SA Mahmud - 2015 IEEE International Conference on …, 2015 - ieeexplore.ieee.org
Network operators are constantly trying to increase their capacity and coverage at minimal
cost. Femtocells are low cost base stations that are deployed indoors either by home users …

Radio resource management in LTE femtocell networks

S Alotaibi, R Akl - 2017 IEEE 16th International Symposium on …, 2017 - ieeexplore.ieee.org
In wireless network system the resources are limited. Therefore, managing resources is
considered as a challenging task. The resource are distributed among attached UEs, so …

Enhanced distributed resource allocation and interference management in LTE femtocell networks

V Sathya, HV Gudivada, H Narayanam… - 2013 IEEE 9th …, 2013 - ieeexplore.ieee.org
Femto cells have been integrated into 4G Long Term Evolution (LTE) cellular network
architecture to efficiently address the coverage and capacity issues faced in indoors and at …

Comparative analysis of downlink scheduling algorithms for LTE femtocells networks

Y Benchaabene, N Boujnah… - 2017 13th International …, 2017 - ieeexplore.ieee.org
3G networks evolve to Long Term Evolution (LTE) in order to satisfy the increasing demands
of data rates in both downlink and uplink, OPEX/CAPEX operators' requirements and needs …

Efficient femtocell deployment under macrocell coverage in LTE-Advanced system

I Shgluof, M Ismail, R Nordin - 2013 International Conference …, 2013 - ieeexplore.ieee.org
Due to the increasing demand for higher data rates by mobile users, the deployment of
femtocells under macro coverage has been adopted by 3GPP LTE-Advanced systems as …

Geo-location database based TV white space for interference mitigation in LTE femtocell networks

F Peng, N Wang, Y Gao, L Cuthbert… - 2013 IEEE 14th …, 2013 - ieeexplore.ieee.org
Interference mitigation between femtocells and the surrounding macrocells is one of the
major challenges in femtocell deployment. This paper proposes a system architecture of …

Performance comparison of network layouts with mobile users under different resource scheduling techniques in downlink LTE

AB Shams, SR Abied… - 2016 5th international …, 2016 - ieeexplore.ieee.org
LTE-A addresses the challenges of coverage block holes and increase in user density with
new features, such as small cell and femto cell. Small cell can be an inexpensive substitute …

Resource allocation in macrocell-femtocell network using genetic algorithm

H Marshoud, H Otrok, H Barada… - 2012 IEEE 8th …, 2012 - ieeexplore.ieee.org
In this paper, we consider the problem of resource allocation in two-tier networks taking into
consideration nondense femtocell deployments. The following limitations can be remarked …

Improved decentralized Q-learning algorithm for interference reduction in LTE-femtocells

M Simsek, A Czylwik, A Galindo-Serrano… - 2011 Wireless …, 2011 - ieeexplore.ieee.org
Femtocells are receiving considerable interest in mobile communications as a strategy to
overcome the indoor coverage problems as well as to improve the efficiency of current …