Volume 3 Number 5 (Oct. 2013)
Home > Archive > 2013 > Volume 3 Number 5 (Oct. 2013) >
IJEEEE 2013 Vol.3(5): 386-390 ISSN: 2010-3654
DOI: 10.7763/IJEEEE.2013.V3.264

Optimal Mobile Data Offloading Policy through Delay Tolerant Networks with Selfish Nodes

Zhen Liu, Yahui Wu, and Su Deng
Abstract— Mobile data access is suffering the curse of the computationally enhanced increase of smart phones, which overloads the traditional cellular network. This paper tries to offload the cellular network traffic through Delay Tolerant Networks (DTN) formed by the short-range communication technologies in these smart phones (e.g., WiFi, Bluetooth). In particular, the content providers deliver L initial replicas of the same data through cellular network to L users. Then those users further propagate the information among all the subscribed users through opportunistic communications. However, phones are carried by different users who may be selfish and not want to help others. If the initial replicas are delivered to these selfish nodes, other users may not get data timely. This paper proposes a method to select the proper number of initial replicas and an optimal policy using the Markov process to distribute the limited initial replicas. Simulation results show the accuracy of the model, and numerical results show that our optimal policy can get better performance.

Index Terms— Cellular traffic offloading, delay tolerant networks, selfish users, markov process, optimal policy.

The authors are with Science and Technology on Information System Engineering Laboratory, College of Information System and Management, National University of Defense Technology, ChangSha, HuNan, China (e-mail: {hero12251976, yahui_wu, sudeng}@ 163.com).

Cite: Zhen Liu, Yahui Wu, and Su Deng, " Optimal Mobile Data Offloading Policy through Delay Tolerant Networks with Selfish Nodes," International Journal of e-Education, e-Business, e-Management and e-Learning vol. 3, no. 5, pp. 386-390, 2013.

General Information

ISSN: 2010-3654 (Online)
Abbreviated Title: Int. J. e-Educ. e-Bus. e-Manag. e-Learn.
Frequency: Quarterly
Editor-in-Chief: Prof. Kuan-Chou Chen
Executive Editor: Ms. Nancy Lau
Abstracting/ Indexing: EBSCO, Google Scholar, Electronic Journals Library, QUALIS, ProQuest, EI (INSPEC, IET)
E-mail: ijeeee@iap.org
  • May 14, 2019 News!

    Vol.7, No.4-Vol.8, No.2 have been indexed by EI (Inspec).   [Click]

  • Jan 12, 2021 News!

    IJEEEE Vol 11, No 1 is available online!    [Click]

  • Oct 29, 2020 News!

    The papers published in Vol 10, No 2 have all received dois from Crossref

  • Sep 28, 2020 News!

    IJEEEE Vol 10, No 4 is available online!   [Click]

  • Jul 01, 2020 News!

     IJEEEE Vol 10, No 3 is available online!   [Click]

  • Read more>>