Title :
Neighbour cell list optimization based on cooperative q-learning and reinforced back-propagation technique
Author :
Sanyat Hoque;Fahim Salauddin;Atiqur Rahman
Author_Institution :
ECE department, North South University, Dhaka, Bangladesh
fDate :
7/1/2015 12:00:00 AM
Abstract :
Heterogeneous Networks (HetNets) involve a mixture of radio technologies and cell types such as femtocells and macrocells working in cohesion to provide a better capacity, coverage and speed, leading to better user experience. Femtocell-to-femtocell handover is one of main concern when it comes to dense network deployment. For these handover cases, minimalistic as well as appropriate neighbor cell list (NCL) is the key element for successful handover. One of the main features of Self Organizing Network is the use of intelligent algorithms for self-optimization of NCL that enables them to adjust themselves to key radio frequency (RF) parameters (e.g. FAP RSS and hidden FAP) periodically and automatically making them adjustable to changes in traffic and radio environment.
Conference_Titel :
Radio Science Meeting (Joint with AP-S Symposium), 2015 USNC-URSI
DOI :
10.1109/USNC-URSI.2015.7303499