Title :
Poster: A combined prediction handover algorithm with mobility history in Heterogeneous networks
Author :
Zhang Jin ; Niu Kai ; He Zhiqiang ; Tian Baoyu
Author_Institution :
Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
Prediction handover based on user mobility is one of the most efficient strategies to reduce the handover error ratio and future implement the fast and seamless handover in Heterogeneous networks (HetNet). In this method, UE´s history movement measurements were decomposed into trend part and non-trend part, the two parts were predicted by AR model and fuzzy neural network (FNN) respectively to improve the prediction accuracy.
Keywords :
fuzzy neural nets; mobility management (mobile radio); telecommunication computing; HetNet; combined prediction handover algorithm; fuzzy neural network; handover error ratio; heterogeneous networks; history movement measurements; mobility history; seamless handover; user mobility; Filtering; Fuzzy neural networks; Handover; Market research; Prediction algorithms; Predictive models; HetNet; Prediction handover; combined algorithm;
Conference_Titel :
Communications and Networking in China (CHINACOM), 2014 9th International Conference on
DOI :
10.1109/CHINACOM.2014.7054373
