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A history statistical estimation method for hand-off probability in wireless cellular system

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1 Author(s)
Junfeng Lu ; Key Lab. of Cryogenics, Chinese Acad. of Sci., Beijing, China

In wireless cellular system, providing Quality-of-Service (QoS) control during hand-offs is highly desirable. In this paper, a method to estimate hand-off probability using statistically recorded history data of mobile phone's mobility (connection or hand-off) is proposed. By designing a special statistical database structure and casting a three-layer neural network on the history data, the cellular system reserves bandwidth for the hand-off mobile phones according to statistical background data, and then reduces the hand-off dropping probability.

Published in:

Industrial and Information Systems (IIS), 2010 2nd International Conference on  (Volume:2 )

Date of Conference:

10-11 July 2010