Brillouin Optical Time Domain Analyzer Fiber Sensor Based on FPGA Accelerated Support Vector Regression.
Huan WuHongda WangChester ShuChiu-Sing ChoyChao LuPublished in: OFC (2019)
Keyphrases
- support vector regression
- fiber optic
- optical fiber
- data acquisition
- regression model
- power distribution
- support vector
- frequency domain
- support vector machine svm
- low cost
- hardware implementation
- support vector classification
- field programmable gate array
- kernel function
- response surface methodology
- high speed
- hybrid genetic
- extreme learning machine
- hybrid model
- wavelength division multiplexing
- nonlinear regression
- neural network
- forecasting accuracy
- back propagation neural network
- support vector machine
- data sets
- singular spectrum analysis
- wavelet frame
- electronic equipment
- sequential minimal optimization
- forecasting model
- signal processing