Abstract | ||
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This paper proposes a novel approach to clustering the interests of car drivers, increasing the lifetime of interest groups, and increasing the throughput in vehicle-to-vehicle environments. It develops an interest ontology of cellular automata (CA) clustering using the zone of interest (ZOI) for mobicast communications in vehicular ad hoc network (VANET) environments. The key to the proposed method is to integrate CA clustering with the ontology of users' interests. This paper argues for the use of both an interest profile (ontology) of drivers and information about vehicles to form a group of VANET-related interests. The current study evaluates the performance of the approach by conducting computer simulations. Simulation results reveal the strengths of the proposed CA clustering algorithm in terms of increased group lifetime and increased ZOI throughput for VANETs. |
Year | DOI | Venue |
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2011 | 10.1109/TITS.2011.2158211 | IEEE Transactions on Intelligent Transportation Systems |
Keywords | Field | DocType |
zone of interest (zoi),ca clustering,road vehicles,vehicular ad hoc network (vanet),interest ontology,proposed ca clustering algorithm,traffic engineering computing,increased group lifetime,vehicle-to-vehicle environment,user interest ontology,automobiles,interest profile,drivers profile,car driver,cellular automata,vehicular ad hoc networks,cellular automata (ca) clustering,mobicast communication,interest group,vanet-related interest,cellular automata clustering,ontologies (artificial intelligence),vehicle to vehicle (v2v),computer simulation,zoi throughput,vanet environment,form car society,vehicular ad hoc network,novel approach,zone of interest,indexing terms,classification,cluster analysis,ad hoc networks,ontologies,automata,throughput,clustering algorithms,ad hoc network | Ontology (information science),Ontology,Cellular automaton,Simulation,Computer network,MobiCast,Engineering,Wireless ad hoc network,Throughput,Cluster analysis,Vehicular ad hoc network | Journal |
Volume | Issue | ISSN |
12 | 4 | 1524-9050 |
Citations | PageRank | References |
11 | 0.73 | 22 |
Authors | ||
3 |
Name | Order | Citations | PageRank |
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Sheng-Tzong Cheng | 1 | 293 | 44.23 |
Gwo-Jiun Horng | 2 | 99 | 23.82 |
Chih-Lun Chou | 3 | 42 | 5.00 |