Title :
Moblist: A signal strength based clustering algorithm for ordered mobile scenarios
Author :
Sucasas, V. ; Radwan, Abdalla ; Marques, H. ; Rodriguez, Jose ; Tafazolli, Rahim
Author_Institution :
4TELL Group, Univ. de Aveiro, Aveiro, Portugal
Abstract :
This paper describes a new mobility-aware signal strength based clustering algorithm. To avoid the high reaffiliation rate produced by nodes moving in opposite directions, the proposed approach uses a threshold for stability estimation of mobile neighbours, resulting in a high accurate division of the scenario for cluster formation. In addition, the proposed algorithm increases the reliability of clusterhead selection in the joining process by using a cooperative approach based in neighbour list comparisons. Although the defined relative mobility metric described by the well-knwon MOBIC algorithm is used to assess mobility, moblist corrects this value by taking into account distance between nodes. Simulation results show that moblist considerably increases the cluster stability w.r.t. MOBIC in terms of residence time of nodes in clusters and reduccion in the number of affiliations.
Keywords :
cooperative communication; mobile radio; pattern clustering; signal processing; telecommunication network reliability; MOBIC algorithm; Moblist; cluster stability; clusterhead selection reliability; cooperative approach; joining process; mobile neighbours; neighbour list comparisons; ordered mobile scenarios; relative mobility metric; residence time; signal strength based clustering algorithm; Clustering algorithms; Entropy; Measurement; Merging; Mobile nodes; Stability analysis;
Conference_Titel :
Globecom Workshops (GC Wkshps), 2012 IEEE
Conference_Location :
Anaheim, CA
Print_ISBN :
978-1-4673-4942-0
Electronic_ISBN :
978-1-4673-4940-6
DOI :
10.1109/GLOCOMW.2012.6477601