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Stochastic Analysis of Variation in Disruption with Changing Traffic Patterns in IEEE 802.11-Based Networks
- Authors
- Hasan, SF[Hasan, Syed Faraz]; Siddique, NH[Siddique, Nazmul H.]; Chakraborty, S[Chakraborty, Shyam]
- Issue Date
- Jul-2014
- Publisher
- INST INFORMATION SCIENCE
- Keywords
- vehicular communication; 802.11 WLANs; Stochastic modeling; disruption; hidden Markov model
- Citation
- JOURNAL OF INFORMATION SCIENCE AND ENGINEERING, v.30, no.4, pp.1261 - 1273
- Indexed
- SCIE
SCOPUS
- Journal Title
- JOURNAL OF INFORMATION SCIENCE AND ENGINEERING
- Volume
- 30
- Number
- 4
- Start Page
- 1261
- End Page
- 1273
- ISSN
- 1016-2364
- Abstract
- The idea of using indoor WLAN Access Points from vehicles has been explored in various previous works. Since WLANs are not inherently designed to support high mobility applications, they introduce frequent disruptions in the network services when used in vehicular environments. The objective of this paper is to investigate whether the vehicular traffic patterns affect this undesired disruption in WLAN-based vehicular communication. Stochastic models are first developed to describe connectivity conditions in normal and dense traffic conditions based on experimental data. Hidden Markov model techniques measure the variations in estimated disruption with changing traffic conditions.
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