A context-aware matching game for user association in wireless small cell networks

Nima Namvar, Walid Saad, Behrouz Maham, Stefan Valentin

Research output: Chapter in Book/Report/Conference proceedingConference contribution

27 Citations (Scopus)

Abstract

Small cell networks are seen as a promising technology for boosting the performance of future wireless networks. In this paper, we propose a novel context-aware user-cell association approach for small cell networks that exploits the information about the velocity and trajectory of the users while also taking into account their quality of service (QoS) requirements. We formulate the problem in the framework of matching theory with externalities in which the agents, namely users and small cell base stations (SCBSs), have strict interdependent preferences over the members of the opposite set. To solve the problem, we propose a novel algorithm that leads to a stable matching among the users and SCBSs. We show that the proposed approach can better balance the traffic among the cells while also satisfying the QoS of the users. Simulation results show that the proposed matching algorithm yields significant performance advantages relative to traditional context-unaware approaches.

Original languageEnglish
Title of host publicationICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages439-443
Number of pages5
ISBN (Print)9781479928927
DOIs
Publication statusPublished - 2014
Externally publishedYes
Event2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014 - Florence, Italy
Duration: May 4 2014May 9 2014

Other

Other2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014
CountryItaly
CityFlorence
Period5/4/145/9/14

Fingerprint

Base stations
Quality of service
Telecommunication traffic
Wireless networks
Trajectories

Keywords

  • Context information
  • Matching theory
  • Small cell network
  • User-cell association

ASJC Scopus subject areas

  • Signal Processing
  • Software
  • Electrical and Electronic Engineering

Cite this

Namvar, N., Saad, W., Maham, B., & Valentin, S. (2014). A context-aware matching game for user association in wireless small cell networks. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (pp. 439-443). [6853634] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICASSP.2014.6853634

A context-aware matching game for user association in wireless small cell networks. / Namvar, Nima; Saad, Walid; Maham, Behrouz; Valentin, Stefan.

ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2014. p. 439-443 6853634.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Namvar, N, Saad, W, Maham, B & Valentin, S 2014, A context-aware matching game for user association in wireless small cell networks. in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings., 6853634, Institute of Electrical and Electronics Engineers Inc., pp. 439-443, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014, Florence, Italy, 5/4/14. https://doi.org/10.1109/ICASSP.2014.6853634
Namvar N, Saad W, Maham B, Valentin S. A context-aware matching game for user association in wireless small cell networks. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2014. p. 439-443. 6853634 https://doi.org/10.1109/ICASSP.2014.6853634
Namvar, Nima ; Saad, Walid ; Maham, Behrouz ; Valentin, Stefan. / A context-aware matching game for user association in wireless small cell networks. ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2014. pp. 439-443
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