Distributed simplicial homology based load balancing algorithm for cellular networks

Ngoc Khuyen Le; Anäis Vergne; Philippe Martins; Laurent Decreusefond

doi:10.1109/VTCFall.2017.8288197

Distributed simplicial homology based load balancing algorithm for cellular networks

Université Paris-Saclay

Résultats de recherche: Le chapitre dans un livre, un rapport, une anthologie ou une collection › Contribution à une conférence › Revue par des pairs

Résumé

In this paper, we introduce a distributed load balancing algorithm for cellular networks. Traffic load in cellular networks is sometimes unbalanced. Some cells are overloaded, while others remain free. Simplicial homology is a tool from algebraic topology that allows to compute the coverage of a network by using only simple matrix computations. Our algorithm, which is based on simplicial homology, controls the transmission power of each cell in the network, not only to satisfy the coverage constraint, but also to redirect users from the overloaded cells to the underloaded ones. As a result, the traffic load of the cellular network is more balanced. The simulation results show that this algorithm improves the capacity of the whole network by 2.3% when the user demand is fast varying.

langue originale	Anglais
titre	2017 IEEE 86th Vehicular Technology Conference, VTC Fall 2017 - Proceedings
Editeur	Institute of Electrical and Electronics Engineers Inc.
Pages	1-7
Nombre de pages	7
ISBN (Electronique)	9781509059355
Les DOIs	https://doi.org/10.1109/VTCFall.2017.8288197
état	Publié - 2 juil. 2017
Modification externe	Oui
Evénement	86th IEEE Vehicular Technology Conference, VTC Fall 2017 - Toronto, Canada Durée: 24 sept. 2017 → 27 sept. 2017

Série de publications

Nom	IEEE Vehicular Technology Conference
Volume	2017-September
ISSN (imprimé)	1550-2252

Une conférence

Une conférence	86th IEEE Vehicular Technology Conference, VTC Fall 2017
Pays/Territoire	Canada
La ville	Toronto
période	24/09/17 → 27/09/17

Accès au document

10.1109/VTCFall.2017.8288197

Contient cette citation

Le, N. K., Vergne, A., Martins, P., & Decreusefond, L. (2017). Distributed simplicial homology based load balancing algorithm for cellular networks. Dans 2017 IEEE 86th Vehicular Technology Conference, VTC Fall 2017 - Proceedings (p. 1-7). (IEEE Vehicular Technology Conference; Vol 2017-September). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/VTCFall.2017.8288197

@inproceedings{64bde1db0aec40918bcb21557c9192f6,

title = "Distributed simplicial homology based load balancing algorithm for cellular networks",

abstract = "In this paper, we introduce a distributed load balancing algorithm for cellular networks. Traffic load in cellular networks is sometimes unbalanced. Some cells are overloaded, while others remain free. Simplicial homology is a tool from algebraic topology that allows to compute the coverage of a network by using only simple matrix computations. Our algorithm, which is based on simplicial homology, controls the transmission power of each cell in the network, not only to satisfy the coverage constraint, but also to redirect users from the overloaded cells to the underloaded ones. As a result, the traffic load of the cellular network is more balanced. The simulation results show that this algorithm improves the capacity of the whole network by 2.3\% when the user demand is fast varying.",

author = "Le, \{Ngoc Khuyen\} and An{\"a}is Vergne and Philippe Martins and Laurent Decreusefond",

note = "Publisher Copyright: {\textcopyright} 2017 IEEE.; 86th IEEE Vehicular Technology Conference, VTC Fall 2017 ; Conference date: 24-09-2017 Through 27-09-2017",

year = "2017",

month = jul,

day = "2",

doi = "10.1109/VTCFall.2017.8288197",

language = "English",

series = "IEEE Vehicular Technology Conference",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

pages = "1--7",

booktitle = "2017 IEEE 86th Vehicular Technology Conference, VTC Fall 2017 - Proceedings",

}

Le, NK, Vergne, A , Martins, P & Decreusefond, L 2017, Distributed simplicial homology based load balancing algorithm for cellular networks. Dans 2017 IEEE 86th Vehicular Technology Conference, VTC Fall 2017 - Proceedings. IEEE Vehicular Technology Conference, VOL. 2017-September, Institute of Electrical and Electronics Engineers Inc., p. 1-7, 86th IEEE Vehicular Technology Conference, VTC Fall 2017, Toronto, Canada, 24/09/17. https://doi.org/10.1109/VTCFall.2017.8288197

Distributed simplicial homology based load balancing algorithm for cellular networks. / Le, Ngoc Khuyen; Vergne, Anäis ; Martins, Philippe et al.
2017 IEEE 86th Vehicular Technology Conference, VTC Fall 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2017. p. 1-7 (IEEE Vehicular Technology Conference; Vol 2017-September).

Résultats de recherche: Le chapitre dans un livre, un rapport, une anthologie ou une collection › Contribution à une conférence › Revue par des pairs

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T1 - Distributed simplicial homology based load balancing algorithm for cellular networks

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AU - Martins, Philippe

AU - Decreusefond, Laurent

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Y1 - 2017/7/2

N2 - In this paper, we introduce a distributed load balancing algorithm for cellular networks. Traffic load in cellular networks is sometimes unbalanced. Some cells are overloaded, while others remain free. Simplicial homology is a tool from algebraic topology that allows to compute the coverage of a network by using only simple matrix computations. Our algorithm, which is based on simplicial homology, controls the transmission power of each cell in the network, not only to satisfy the coverage constraint, but also to redirect users from the overloaded cells to the underloaded ones. As a result, the traffic load of the cellular network is more balanced. The simulation results show that this algorithm improves the capacity of the whole network by 2.3% when the user demand is fast varying.

AB - In this paper, we introduce a distributed load balancing algorithm for cellular networks. Traffic load in cellular networks is sometimes unbalanced. Some cells are overloaded, while others remain free. Simplicial homology is a tool from algebraic topology that allows to compute the coverage of a network by using only simple matrix computations. Our algorithm, which is based on simplicial homology, controls the transmission power of each cell in the network, not only to satisfy the coverage constraint, but also to redirect users from the overloaded cells to the underloaded ones. As a result, the traffic load of the cellular network is more balanced. The simulation results show that this algorithm improves the capacity of the whole network by 2.3% when the user demand is fast varying.

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DO - 10.1109/VTCFall.2017.8288197

M3 - Conference contribution

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PB - Institute of Electrical and Electronics Engineers Inc.

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ER -

Distributed simplicial homology based load balancing algorithm for cellular networks

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Série de publications

Une conférence

Accès au document

Empreinte digitale

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