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
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;
Conference_Titel :
Wireless Communications, Networking and Mobile Computing, 2007. WiCom 2007. International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-1311-9
DOI :
10.1109/WICOM.2007.275