Title :
An Algorithm of Mobile Traffic Distribution Forecasting
Author :
Juan-Juan, Sun ; Zong-Pan, Zhuang ; Zhen, Huang
Author_Institution :
Beijing Univ. of Posts & Telecommun., Beijing
Abstract :
In order to forecast mobile traffic distribution accurately, the cluster analysis characters of traffic distribution are extracted, which are based on digital map and traffic statistical data. After cluster analysis of base station, the simulated annealing is taken into account to solve the over-determined set of base stations to get traffic density. The results of real statistical traffic show that the algorithm can forecast the mobile traffic distribution effectively.
Keywords :
mobile radio; pattern clustering; simulated annealing; statistical analysis; telecommunication traffic; cluster analysis; mobile traffic distribution forecasting; simulated annealing; statistical analysis; Algorithm design and analysis; Analytical models; Base stations; Clustering algorithms; Land mobile radio; Mobile communication; Simulated annealing; Sun; Telecommunication traffic; Traffic control;
Conference_Titel :
Personal, Indoor and Mobile Radio Communications, 2007. PIMRC 2007. IEEE 18th International Symposium on
Conference_Location :
Athens
Print_ISBN :
978-1-4244-1144-3
Electronic_ISBN :
978-1-4244-1144-3
DOI :
10.1109/PIMRC.2007.4394804
