Show simple item record

dc.contributor.authorComşa, Ioan-Sorinen_GB
dc.contributor.authorAydin, Mehmet Eminen_GB
dc.contributor.authorZhang, Sijingen_GB
dc.contributor.authorKuonen, Pierreen_GB
dc.contributor.authorWagen, Jean–Frédéricen_GB
dc.date.accessioned2012-11-05T10:46:13Zen
dc.date.available2012-11-05T10:46:13Zen
dc.date.issued2012en
dc.identifier.citationComşa, I.S., Aydin, M.E., Zhang, S., Kuonen, P., Wagen, J.F. (2012) 'Multi Objective Resource Scheduling in LTE Networks Using Reinforcement Learning' International Journal of Distributed Systems and Technologies 3 (2):39 - 57en_GB
dc.identifier.issn1947-3532en
dc.identifier.issn1947-3540en
dc.identifier.doi10.4018/jdst.2012040103en
dc.identifier.urihttp://hdl.handle.net/10547/250918en
dc.description.abstractThe use of the intelligent packet scheduling process is absolutely necessary in order to make the radio resources usage more efficient in recent high-bit-rate demanding radio access technologies such as Long Term Evolution (LTE). Packet scheduling procedure works with various dispatching rules with different behaviors. In the literature, the scheduling disciplines are applied for the entire transmission sessions and the scheduler performance strongly depends on the exploited discipline. The method proposed in this paper aims to discuss how a straightforward schedule can be provided within the transmission time interval (TTI) sub-frame using a mixture of dispatching disciplines per TTI instead of a single rule adopted across the whole transmission.
dc.language.isoenen
dc.publisherIGI Globalen_GB
dc.relation.urlhttp://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/jdst.2012040103en_GB
dc.titleMulti objective resource scheduling in LTE networks using reinforcement learningen
dc.typeArticleen
dc.identifier.journalInternational Journal of Distributed Systems and Technologiesen_GB
html.description.abstractThe use of the intelligent packet scheduling process is absolutely necessary in order to make the radio resources usage more efficient in recent high-bit-rate demanding radio access technologies such as Long Term Evolution (LTE). Packet scheduling procedure works with various dispatching rules with different behaviors. In the literature, the scheduling disciplines are applied for the entire transmission sessions and the scheduler performance strongly depends on the exploited discipline. The method proposed in this paper aims to discuss how a straightforward schedule can be provided within the transmission time interval (TTI) sub-frame using a mixture of dispatching disciplines per TTI instead of a single rule adopted across the whole transmission.


This item appears in the following Collection(s)

  • Centre for Wireless Research (CWR)
    The Centre for Wireless Research brings together expertise in the areas of mobile and wireless sensor networks. The breadth and depth of the expertise make the Centre rich with research and innovation potential.

Show simple item record