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Robustness analysis and enhancement of MANETs using human mobility traces

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Robustness analysis and enhancement of MANETs using human mobility traces. / Zhang, Dongsheng; Sterbenz, James P. G.
In: Journal of Network and Systems Management, Vol. 24, No. 3, 07.2016, p. 653-680.

Research output: Contribution to Journal/Magazine › Journal article › peer-review

Harvard

Zhang, D & Sterbenz, JPG 2016, 'Robustness analysis and enhancement of MANETs using human mobility traces', Journal of Network and Systems Management, vol. 24, no. 3, pp. 653-680. https://doi.org/10.1007/s10922-016-9381-0

APA

Zhang, D., & Sterbenz, J. P. G. (2016). Robustness analysis and enhancement of MANETs using human mobility traces. Journal of Network and Systems Management, 24(3), 653-680. https://doi.org/10.1007/s10922-016-9381-0

Vancouver

Zhang D, Sterbenz JPG. Robustness analysis and enhancement of MANETs using human mobility traces. Journal of Network and Systems Management. 2016 Jul;24(3):653-680. Epub 2016 Apr 28. doi: 10.1007/s10922-016-9381-0

Author

Zhang, Dongsheng ; Sterbenz, James P. G. / Robustness analysis and enhancement of MANETs using human mobility traces. In: Journal of Network and Systems Management. 2016 ; Vol. 24, No. 3. pp. 653-680.

Bibtex

@article{39648d5b4333401fbaf5b8f1130e104f,
title = "Robustness analysis and enhancement of MANETs using human mobility traces",
abstract = "Understanding network behavior that undergoes challenges is essential toconstructing a resilient and survivable network. Due to the mobility and wirelesschannel properties, it is more difficult to model and analyze mobile ad hoc networksunder various challenges. In this paper, we provide a model to assess the vulnerabilityof mobile ad hoc networks in face of malicious attacks. We analyze comprehensivegraph-theoretical properties and network performance of the dynamicnetworks under attacks against the critical nodes using real-world mobility traces.Motivated by minimum spanning tree and small-world networks, we propose anetwork enhancement strategy by adding long-range links. We compare the performanceof different enhancement strategies by evaluating a list of robustnessmeasures. Our study provides insights into the design and construction of resilientand survivable mobile ad hoc networks.",
keywords = "MANET , Resilience, Malicious attacks , Centrality, Graph theory, Time-varying graph, Small-world networks, Network enhancement",
author = "Dongsheng Zhang and Sterbenz, {James P. G.}",
year = "2016",
month = jul,
doi = "10.1007/s10922-016-9381-0",
language = "English",
volume = "24",
pages = "653--680",
journal = "Journal of Network and Systems Management",
issn = "1064-7570",
publisher = "Springer New York",
number = "3",

}

RIS

TY - JOUR

T1 - Robustness analysis and enhancement of MANETs using human mobility traces

AU - Zhang, Dongsheng

AU - Sterbenz, James P. G.

PY - 2016/7

Y1 - 2016/7

N2 - Understanding network behavior that undergoes challenges is essential toconstructing a resilient and survivable network. Due to the mobility and wirelesschannel properties, it is more difficult to model and analyze mobile ad hoc networksunder various challenges. In this paper, we provide a model to assess the vulnerabilityof mobile ad hoc networks in face of malicious attacks. We analyze comprehensivegraph-theoretical properties and network performance of the dynamicnetworks under attacks against the critical nodes using real-world mobility traces.Motivated by minimum spanning tree and small-world networks, we propose anetwork enhancement strategy by adding long-range links. We compare the performanceof different enhancement strategies by evaluating a list of robustnessmeasures. Our study provides insights into the design and construction of resilientand survivable mobile ad hoc networks.

AB - Understanding network behavior that undergoes challenges is essential toconstructing a resilient and survivable network. Due to the mobility and wirelesschannel properties, it is more difficult to model and analyze mobile ad hoc networksunder various challenges. In this paper, we provide a model to assess the vulnerabilityof mobile ad hoc networks in face of malicious attacks. We analyze comprehensivegraph-theoretical properties and network performance of the dynamicnetworks under attacks against the critical nodes using real-world mobility traces.Motivated by minimum spanning tree and small-world networks, we propose anetwork enhancement strategy by adding long-range links. We compare the performanceof different enhancement strategies by evaluating a list of robustnessmeasures. Our study provides insights into the design and construction of resilientand survivable mobile ad hoc networks.

KW - MANET

KW - Resilience

KW - Malicious attacks

KW - Centrality

KW - Graph theory

KW - Time-varying graph

KW - Small-world networks

KW - Network enhancement

U2 - 10.1007/s10922-016-9381-0

DO - 10.1007/s10922-016-9381-0

M3 - Journal article

VL - 24

SP - 653

EP - 680

JO - Journal of Network and Systems Management

JF - Journal of Network and Systems Management

SN - 1064-7570

IS - 3

ER -