Quantifying Link Stability in Ad Hoc Wireless Networks Subject to Ornstein-Uhlenbeck Mobility

Arta Cika, Mihai Alin Badiu, Justin P. Coon

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

Abstract

The performance of mobile ad hoc networks in general and that of the routing algorithm, in particular, can be heavily affected by the intrinsic dynamic nature of the underlying topology. In this paper, we build a new analytical/numerical framework that characterizes nodes' mobility and the evolution of links between them. This formulation is based on a stationary Markov chain representation of link connectivity. The existence of a link between two nodes depends on their distance, which is governed by the mobility model. In our analysis, nodes move randomly according to an Ornstein-Uhlenbeck process using one tuning parameter to obtain different levels of randomness in the mobility pattern. Finally, we propose an entropy-rate-based metric that quantifies link uncertainty and evaluates its stability. Numerical results show that the proposed approach can accurately reflect the random mobility in the network and fully captures the link dynamics. It may thus be considered a valuable performance metric for the evaluation of the link stability and connectivity in these networks.
Original languageEnglish
Title of host publication2019 IEEE International Conference on Communications, ICC 2019 - Proceedings
Number of pages6
PublisherIEEE
Publication date1 May 2019
Article number8761523
ISBN (Print)978-1-5386-8088-9, 978-1-5386-8089-6
ISBN (Electronic)978-1-5386-8088-9
DOIs
Publication statusPublished - 1 May 2019
Event ICC 2019 - 2019 IEEE International Conference on Communications (ICC) - Shanghai, China
Duration: 20 May 201924 May 2019

Conference

Conference ICC 2019 - 2019 IEEE International Conference on Communications (ICC)
CountryChina
CityShanghai
Period20/05/201924/05/2019

Fingerprint

Wireless ad hoc networks
Routing algorithms
Mobile ad hoc networks
Markov processes
Entropy
Tuning
Topology
Uncertainty

Cite this

Cika, A., Badiu, M. A., & Coon, J. P. (2019). Quantifying Link Stability in Ad Hoc Wireless Networks Subject to Ornstein-Uhlenbeck Mobility. In 2019 IEEE International Conference on Communications, ICC 2019 - Proceedings [8761523] IEEE. https://doi.org/10.1109/ICC.2019.8761523
Cika, Arta ; Badiu, Mihai Alin ; Coon, Justin P. / Quantifying Link Stability in Ad Hoc Wireless Networks Subject to Ornstein-Uhlenbeck Mobility. 2019 IEEE International Conference on Communications, ICC 2019 - Proceedings. IEEE, 2019.
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Cika, A, Badiu, MA & Coon, JP 2019, Quantifying Link Stability in Ad Hoc Wireless Networks Subject to Ornstein-Uhlenbeck Mobility. in 2019 IEEE International Conference on Communications, ICC 2019 - Proceedings., 8761523, IEEE, ICC 2019 - 2019 IEEE International Conference on Communications (ICC), Shanghai, China, 20/05/2019. https://doi.org/10.1109/ICC.2019.8761523

Quantifying Link Stability in Ad Hoc Wireless Networks Subject to Ornstein-Uhlenbeck Mobility. / Cika, Arta; Badiu, Mihai Alin; Coon, Justin P.

2019 IEEE International Conference on Communications, ICC 2019 - Proceedings. IEEE, 2019. 8761523.

Research output: Contribution to book/anthology/report/conference proceedingArticle in proceedingResearchpeer-review

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Cika A, Badiu MA, Coon JP. Quantifying Link Stability in Ad Hoc Wireless Networks Subject to Ornstein-Uhlenbeck Mobility. In 2019 IEEE International Conference on Communications, ICC 2019 - Proceedings. IEEE. 2019. 8761523 https://doi.org/10.1109/ICC.2019.8761523