Title :
A Recognition Method and Application for One-Dimensional Waveform
Author :
Ye Qing ; Zhu Lianghong ; Du Rongyi
Author_Institution :
Coll. of Electr. & Inf. Eng., Changsha Univ. of Sci. & Technol., Changsha
Abstract :
Real-time pattern recognition of one-dimensional waveform often requires both rapidity and accuracy. This paper presents a one-dimensional wave separation coding method, which simulates the way of human to understand figure, in order to carry through the graphical analysis of the wave crest or trough and their amounts, and to form pattern data-base of the waveform code. The model can make pattern match fast. This method is applied to the electromagnetic induction waveform identification of the road vehicles. The accuracy rate of real-time recognition can reach 92%.
Keywords :
encoding; pattern recognition; source separation; waveform analysis; electromagnetic induction waveform identification; graphical analysis; one-dimensional wave separation coding method; one-dimensional waveform; real-time pattern recognition method; road vehicles; Electromagnetic induction; Electromagnets; Filters; Pattern matching; Pattern recognition; Real time systems; Resonant frequency; Roads; Sampling methods; Vehicles;
Conference_Titel :
Intelligent Computation Technology and Automation (ICICTA), 2008 International Conference on
Conference_Location :
Hunan
Print_ISBN :
978-0-7695-3357-5
DOI :
10.1109/ICICTA.2008.277