Cluster based packet loss prediction using packet lost segment in wireless network

Author

Balaji, V. ; Duraisamy, V. ; Umapathi, N.

Author_Institution

Hindustan Coll. of Eng. & Technol., Coimbatore, India

fYear

2010

fDate

28-29 Dec. 2010

Firstpage

1

Lastpage

4

Abstract

Congestion in wireless network is primarily due to the lower bandwidth in the wireless portion of the network compared to the wired portion of the network. Extensive planning has to be made on the wireless network side as it is difficult to predict the number of nodes connecting to the network at a given period of time. In this paper we study the correlation of the packet lost segment flag with respect to network congestion. We design an clustering methodology to determine the status of access point for a given channel. This will help to plan the network better. We use the traces collected from wireless monitoring at the 62nd Internet Engineering Task Force (IETF) meeting held in Minneapolis, MN, March, 2005.

Keywords

monitoring; pattern clustering; radio networks; telecommunication network planning; 62nd Internet Engineering Task Force meeting; IETF; Minneapolis; access point; cluster-based packet loss prediction; clustering methodology; network congestion; packet lost segment flag correlation; wireless monitoring; wireless network planning; Access point; Clustering; Congestion; Tcp flags; Wireless monitoring;

fLanguage

English

Publisher

ieee

Conference_Titel

Computational Intelligence and Computing Research (ICCIC), 2010 IEEE International Conference on

Conference_Location

Coimbatore

Print_ISBN

978-1-4244-5965-0

Electronic_ISBN

978-1-4244-5967-4

Type

conf

DOI

10.1109/ICCIC.2010.5705737

Filename

5705737