DocumentCode
3777738
Title
An effective AIS-based model for frequency assignment in mobile communication
Author
Saiful Izwan Suliman;Graham Kendall;Ismail Musirin
Author_Institution
Faculty of Electrical Engineering, Universiti Teknologi MARA Caw, Johor, Malaysia
fYear
2015
Firstpage
253
Lastpage
259
Abstract
Having an effective method for frequency assignment is very important in mobile communications. Artificial Immune Systems, a relatively new methodology for solving optimization-related problems, is investigated in this study to design a cellular frequency assignment model. In this framework, mobile hosts are allowed to continue interacting with the cells that they are currently in, even when the number of frequencies is insufficient. When the number of users increases, it is almost impossible to foresee future frequency demands in a cell. Often cellular networks are faced with insufficient frequencies in cells, whilst other cells have more frequencies available than they need. Our model works by allocating the unused frequencies from the cells with less demand to the overloaded cells. The model demonstrates that it manages to reuse the available free-conflict frequencies efficiently.
Keywords
"Mobile communication","Immune system","Radio spectrum management","Optimization","Heuristic algorithms","Mobile handsets","Wireless communication"
Publisher
ieee
Conference_Titel
Soft Computing and Pattern Recognition (SoCPaR), 2015 7th International Conference of
Type
conf
DOI
10.1109/SOCPAR.2015.7492816
Filename
7492816
Link To Document