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Conference Paper: A framework for balancing information collection and data transmission

TitleA framework for balancing information collection and data transmission
Authors
Issue Date2013
PublisherIEEE. The Journal's web site is located at http://www.ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000550
Citation
The IEEE 24th Annual International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC): Mobile and Wireless Networks, London, UK., 8-11 September 2013. In Conference Proceedings, 2013, p. 2208-2212 How to Cite?
AbstractNetwork protocol performance is closely related to knowledge about the network state. However, acquiring such knowledge expends network bandwidth resource. Thus a trade off exists between the amount of bandwidth resource expended in acquiring knowledge about network state, and the improved protocol performance due to such knowledge. Previous work used rate distortion theory to calculate the minimum information required for certain network performance. However, this limit is asymptotic and might not be achievable due to the introduced infinite delay. This work develops a non-asymptotic framework to find a practical bound of the required information for certain network performance, and the strategies for implementing network information collection. The framework is illustrated by a wireless scheduling problem to show the quantitative relationship between collected traffic information and network throughput. Furthermore, we calculate the effective data rate by considering the overhead of network information collection, and determine the optimal resource allocation between information collection and data transmission.
Persistent Identifierhttp://hdl.handle.net/10722/191606
ISBN

 

DC FieldValueLanguage
dc.contributor.authorChuai, Jen_US
dc.contributor.authorLi, VOKen_US
dc.date.accessioned2013-10-15T07:14:36Z-
dc.date.available2013-10-15T07:14:36Z-
dc.date.issued2013en_US
dc.identifier.citationThe IEEE 24th Annual International Symposium on Personal Indoor and Mobile Radio Communications (PIMRC): Mobile and Wireless Networks, London, UK., 8-11 September 2013. In Conference Proceedings, 2013, p. 2208-2212en_US
dc.identifier.isbn978-1-4577-1348-4-
dc.identifier.urihttp://hdl.handle.net/10722/191606-
dc.description.abstractNetwork protocol performance is closely related to knowledge about the network state. However, acquiring such knowledge expends network bandwidth resource. Thus a trade off exists between the amount of bandwidth resource expended in acquiring knowledge about network state, and the improved protocol performance due to such knowledge. Previous work used rate distortion theory to calculate the minimum information required for certain network performance. However, this limit is asymptotic and might not be achievable due to the introduced infinite delay. This work develops a non-asymptotic framework to find a practical bound of the required information for certain network performance, and the strategies for implementing network information collection. The framework is illustrated by a wireless scheduling problem to show the quantitative relationship between collected traffic information and network throughput. Furthermore, we calculate the effective data rate by considering the overhead of network information collection, and determine the optimal resource allocation between information collection and data transmission.-
dc.languageengen_US
dc.publisherIEEE. The Journal's web site is located at http://www.ieeexplore.ieee.org/xpl/conhome.jsp?punumber=1000550-
dc.relation.ispartofIEEE International Symposium on Personal, Indoor and Mobile Radio Communications Proceedingsen_US
dc.rightsIEEE International Symposium on Personal, Indoor and Mobile Radio Communications Proceedings. Copyright © I E E E.-
dc.rights©2013 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.-
dc.rightsCreative Commons: Attribution 3.0 Hong Kong License-
dc.titleA framework for balancing information collection and data transmissionen_US
dc.typeConference_Paperen_US
dc.identifier.emailChuai, J: jchuai@eee.hku.hken_US
dc.identifier.emailLi, VOK: vli@eee.hku.hk-
dc.identifier.authorityLi, VOK=rp00150en_US
dc.description.naturepublished_or_final_version-
dc.identifier.hkuros225540en_US
dc.identifier.spage2208-
dc.identifier.epage2212-
dc.publisher.placeUnited States-
dc.customcontrol.immutablesml 131209-

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