Event pre-warning and classifying method by external safety pre-warning and positioning system of photoelectric composite cables
An optoelectronic composite cable, safety warning technology, applied in electromagnetic wave transmission systems, electrical components, transmission systems, etc., can solve the problems of lowering the accuracy of breakpoint positioning, destroying the transmission characteristics of optical cables, and being unable to be applied online, to improve real-time performance, improve Efficiency, real-time training and self-learning effects
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[0030] The method for event early warning and classification of the external safety early warning and positioning system of the photoelectric composite cable provided in this embodiment includes the use of the external safety early warning and positioning system of the photoelectric composite cable to continuously collect and obtain event signals within the range monitored by the system through the high-speed data acquisition card , for the collected event signals, the early warning and classification of intrusion events are carried out through the loosely coupled wavelet radial basis neural network algorithm described below:
[0031] The specific steps of the algorithm are as follows:
[0032] (1) Down-sampling the collected signal to obtain a new signal vector in order to reduce the workload of signal processing and improve the real-time performance of the system;
[0033] (2) The signal vector is firstly decomposed into multi-scale through the wavelet processing layer. Thi...
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