Wavelet improvement in turning point detection using a hidden Markov model: from the aspects of cyclical identification and outlier correction

2014 ◽  
Vol 29 (6) ◽  
pp. 1481-1496 ◽  
Author(s):  
Yushu Li ◽  
Simon Reese
2020 ◽  
Vol 64 (1-4) ◽  
pp. 701-709
Author(s):  
Shuxia Tian ◽  
Penghui Zhang ◽  
Liping Huang ◽  
Xueqian Song ◽  
Zhenmao Chen ◽  
...  

Hard-point detection is an important content of catenary detection. In this paper, the pantograph-catenary coupling model was established firstly. Then the vertical acceleration of pantograph during operation was calculated by using three-dimensional modeling software and finite element analysis software. The acceleration signal mixed with white noise was filtered by global default threshold, and the hard-point detection feature signal was obtained. Finally, the Hidden Markov Model corresponding to each state of the hard-point was obtained by using the characteristic signal, which verified the feasibility of the Hidden Markov Model for hard-point detection.


2012 ◽  
Vol 132 (10) ◽  
pp. 1589-1594 ◽  
Author(s):  
Hayato Waki ◽  
Yutaka Suzuki ◽  
Osamu Sakata ◽  
Mizuya Fukasawa ◽  
Hatsuhiro Kato

MIS Quarterly ◽  
2018 ◽  
Vol 42 (1) ◽  
pp. 83-100 ◽  
Author(s):  
Wei Chen ◽  
◽  
Xiahua Wei ◽  
Kevin Xiaoguo Zhu ◽  
◽  
...  

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