Long term multi-scale analysis of the daily peak load based on the Empirical Mode Decomposition

2009 ◽  
Author(s):  
M. Ould Mohamed Mahmoud ◽  
F. Mhamdi ◽  
M Jaidane-Saidane
Keyword(s):  
Empirical Mode Decomposition ◽  
Peak Load ◽  
Scale Analysis ◽  
Multi Scale ◽  
Mode Decomposition ◽  
Multi Scale Analysis

Traffic Forecast Based on Empirical Mode Decomposition and RBF Neural Network

2013 ◽  
Vol 846-847 ◽  
pp. 1270-1273
Author(s):  
Shi Bao Jiang ◽  
Chuan Feng Bai ◽  
Cui Feng Du
Keyword(s):  
Neural Network ◽  
Empirical Mode Decomposition ◽  
Mobile Networks ◽  
Rbf Neural Network ◽  
Base Stations ◽  
Scale Analysis ◽  
Network Coverage ◽  
Traffic Jam ◽  
Multi Scale ◽  
Mode Decomposition

Traffic analysis and forecast are the classic topics of telecommunication research, as they provide strategic ground to address the issues such as mobile networks traffic jam, network coverage planning design, marketing management etc. On the basis of the empirical mode decomposition theory and methods, this article first implements multi-scale analysis of the time series of traffic, then it goes on to executes RBF neural network based on the different compositions, and finally reach the forecast expectation of voice traffics of selected base stations.

An Interactive Graph Partition Method Through Combination of Multi-scale Analysis and Level Set

2013 ◽  
Vol 34 (9) ◽  
pp. 2078-2084 ◽  
Author(s):  
Yun-fei Wang ◽  
Du-yan Bi ◽  
De-qin Shi ◽  
Tian-jun Huang ◽  
Di Liu
Keyword(s):  
Level Set ◽  
Graph Partition ◽  
Scale Analysis ◽  
Multi Scale ◽  
Partition Method ◽  
Multi Scale Analysis

scholarly journals Application of wavelet multi-scale analysis in the separation of aeromagnetic data potential field

2021 ◽  
Vol 660 (1) ◽  
pp. 012131
Author(s):  
Hailong Sun ◽  
Yingxin Liu ◽  
Zheng Wei ◽  
Xu shi ◽  
Yahong Wang ◽  
...  
Keyword(s):  
Potential Field ◽  
Scale Analysis ◽  
Aeromagnetic Data ◽  
Multi Scale ◽  
Multi Scale Analysis
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