DocumentCode
3490800
Title
A Fast Algorithm for Predicting the Exhaustion and Occupation of Cell Bandwidth Based on Integrated Poisson Mode
Author
Shi Haibin ; Zhu Guangxi ; Zhu Peng ; Lin Hongzhi
Author_Institution
Dept. of Electron. & Inf. Eng., Huazhong Univ. of Sci. & Technol., Wuhan
fYear
2007
fDate
21-25 Sept. 2007
Firstpage
1075
Lastpage
1078
Abstract
Bandwidth is an important parameter in communication field and there have been many estimation algorithms on the bandwidth occupation which gave support to some applications such as bandwidth allocation and resource management. Yet, a parameter, bandwidth exhaustion time, which is so important for administrator to make adjustment in advance when the bandwidth occupation is fluctuating too much, is always neglected by those algorithms. In this article, a new prediction model on cell bandwidth occupation is proposed and corresponding theoretic prediction formula is derived, and further more, a fast dynamic prediction algorithm is introduced. Simulation result shows that the prediction result is precise.
Keywords
Poisson distribution; bandwidth allocation; cellular radio; bandwidth allocation; bandwidth exhaustion time; bandwidth prediction; cell bandwidth occupation; integrated Poisson mode; resource management; Analytical models; Bandwidth; Prediction algorithms; Predictive models; Real time systems; State estimation; Streaming media; Telecommunication traffic; Time measurement; Traffic control;
fLanguage
English
Publisher
ieee
Conference_Titel
Wireless Communications, Networking and Mobile Computing, 2007. WiCom 2007. International Conference on
Conference_Location
Shanghai
Print_ISBN
978-1-4244-1311-9
Type
conf
DOI
10.1109/WICOM.2007.275
Filename
4340050
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