Performance Modeling for Multipath Mobile Data Offloading in Cellular/Wi-Fi Networks

Sok Ian Sou, Yi Ting Peng

Research output: Contribution to journalArticlepeer-review

17 Citations (Scopus)

Abstract

With the proliferation of mobile devices in recent years, the volume of global mobile data traffic has grown exponentially. As a result, effective approaches for mobile data offloading are urgently required. In the past few years, two main Wi-Fi offloading techniques, namely, opportunistic offloading and delayed offloading, have been widely discussed. A promising L4-approach known as multipath transmission control protocol has recently been standardized, which allows a single transport connection to use multiple paths simultaneously over multiple interfaces, which then calls for a new Wi-Fi offloading model that considers discontinuous Wi-Fi connection periods. This paper presents an analytical model for multipath Wi-Fi offloading in deriving the aggregate offloading time via an alternative path for the use of multipath offloading. Then, the respective offloading volume and ratio are computed. Our theoretical results are supported by extensive simulations. We show how this model further assists the cellular operators to make better decision in resource allocation. Compared with opportunistic offloading, multipath offloading results in a significantly improved performance in the support for a guaranteed minimum bit rate.

Original languageEnglish
Article number7942078
Pages (from-to)3863-3875
Number of pages13
JournalIEEE Transactions on Communications
Volume65
Issue number9
DOIs
Publication statusPublished - 2017 Sep

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering

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