A survey of self organisation in future cellular networks
This article surveys the literature over the period of the last decade on the emerging field of
self organisation as applied to wireless cellular communication networks. Self organisation …
self organisation as applied to wireless cellular communication networks. Self organisation …
Mobility management for femtocells in LTE-advanced: Key aspects and survey of handover decision algorithms
Support of femtocells is an integral part of the Long Term Evolution-Advanced (LTE-A)
system and a key enabler for its wide adoption in a broad scale. Femtocells are short-range …
system and a key enabler for its wide adoption in a broad scale. Femtocells are short-range …
A learning theoretic approach to energy harvesting communication system optimization
A point-to-point wireless communication system in which the transmitter is equipped with an
energy harvesting device and a rechargeable battery, is studied. Both the energy and the …
energy harvesting device and a rechargeable battery, is studied. Both the energy and the …
Self-organization in small cell networks: A reinforcement learning approach
In this paper, a decentralized and self-organizing mechanism for small cell networks (such
as micro-, femto-and picocells) is proposed. In particular, an application to the case in which …
as micro-, femto-and picocells) is proposed. In particular, an application to the case in which …
Opportunistic cooperation in cognitive femtocell networks
R Urgaonkar, MJ Neely - IEEE Journal on Selected Areas in …, 2012 - ieeexplore.ieee.org
We investigate opportunistic cooperation between secondary (femtocell) users and primary
(macrocell) users in cognitive femtocell networks. We consider two models for such …
(macrocell) users in cognitive femtocell networks. We consider two models for such …
A survey on applications of model-free strategy learning in cognitive wireless networks
The framework of cognitive wireless networks is expected to endow the wireless devices
with the cognition-intelligence ability with which they can efficiently learn and respond to the …
with the cognition-intelligence ability with which they can efficiently learn and respond to the …
Q-learning-based adaptive power control in wireless RF energy harvesting heterogeneous networks
This article investigates adaptive power control in wireless radio frequency energy
harvesting (EH) femtocell heterogeneous networks (HetNets), where some EH devices …
harvesting (EH) femtocell heterogeneous networks (HetNets), where some EH devices …
Distributed cooperative Q-learning for power allocation in cognitive femtocell networks
In this paper, we propose a distributed reinforcement learning (RL) technique called
distributed power control using Q-learning (DPC-Q) to manage the interference caused by …
distributed power control using Q-learning (DPC-Q) to manage the interference caused by …
On medium grain scalable video streaming over femtocell cognitive radio networks
D Hu, S Mao - IEEE journal on selected areas in …, 2012 - ieeexplore.ieee.org
Femtocells are shown highly effective on improving network coverage and capacity by
bringing base stations closer to mobile users. In this paper, we investigate the problem of …
bringing base stations closer to mobile users. In this paper, we investigate the problem of …
Autonomous component carrier selection for 4G femtocells—A fresh look at an old problem
LGU Garcia, IZ Kovács, KI Pedersen… - IEEE Journal on …, 2012 - ieeexplore.ieee.org
This paper addresses the interference management problem in the context of LTE-
Advanced femtocells. Due to the expected large number of user-deployed cells, centralized …
Advanced femtocells. Due to the expected large number of user-deployed cells, centralized …