DocumentCode :
252599
Title :
New graph colouring algorithm for resource allocation in large-scale wireless networks
Author :
Abdullah, Lili Marziana ; Baba, Mohd Dani ; Ali, Sinan Ghassan Abid ; Lim, Azman Osman ; Yasuo Tan
Author_Institution :
Centre for Comput. Eng. Studies, Univ. Teknol. MARA, Shah Alam, Malaysia
fYear :
2014
fDate :
11-12 Aug. 2014
Firstpage :
233
Lastpage :
238
Abstract :
The vertex-colouring problem is a well-known classical problem in graph theory in which a colour is assigned to each vertex of the graph such that no two adjacent vertices have the same colour. The minimum vertex-colouring problem is known as NP-hard problem in an arbitrary graph. In this paper a graph colouring algorithm based on modified incidence matrix is proposed for resolving Physical Cell ID (PCI) allocation for large-scale femtocell deployment in LTE Telecommunication Networks. The proposed algorithm is not specified for neighbours only, but additionally can deal with neighbours of neighbours´ objects due to telecommunication requirements. Our results show that by applying proper searching and assigning methods it is possible to achieve satisfactory results for resource allocation in large and complex networks such as resolving PCI allocation and conflict for large femtocells deployment in LTE Networks.
Keywords :
Long Term Evolution; computational complexity; femtocellular radio; graph colouring; matrix algebra; optimisation; resource allocation; LTE telecommunication network; NP-hard problem; PCI allocation; arbitrary graph; assigning method; complex network; graph colouring algorithm; graph theory; large-scale femtocell deployment; large-scale wireless network; modified incidence matrix; physical cell ID allocation; proper searching method; resource allocation; vertex-colouring problem; Algorithm design and analysis; Color; Communications technology; Control systems; Graph theory; Radiation detectors; Resource management; Graph colouring; LTE; PCI; collision; confusion;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control and System Graduate Research Colloquium (ICSGRC), 2014 IEEE 5th
Conference_Location :
Shah Alam
Print_ISBN :
978-1-4799-5691-3
Type :
conf
DOI :
10.1109/ICSGRC.2014.6908728
Filename :
6908728
Link To Document :
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