The invention discloses a high-precision synchronization method for predictive random
clock source compensation of an industrial
wireless network, and belongs to the technical field of industrial
wireless communication. The invention aims to solve the core problems of high cost of a high-precision
clock source, large drifting of a low-cost
clock, weak anti-interference capability and short endurance in the existing WIA-PA
network clock synchronization scheme. According to the technical scheme, an architecture of'random clock source + parameter acquisition + predictive compensation + dynamic execution +
collaborative management and control 'is constructed, an HC-49S
ceramic crystal oscillator is adopted as the random clock source,
clock drift is predicted in combination with an LSTM-Kalman filtering fusion model, compensation is achieved through dual mechanisms of'FPGA hardware
fine tuning + MCU
software calibration', and the WIA-PA
superframe time sequence is deeply adapted. According to the invention, the synchronization precision of 100ns-1mu s in the industrial temperature range of-40 DEG C to 85 DEG C is realized, the single-node hardware cost is reduced by 89.4%, the node endurance is prolonged to 1.8 years, the anti-interference intensity reaches-60
dBm, and the method can be widely applied to WIA-PA scenes such as intelligent manufacturing
robot collaboration, process industrial
sensor networking, intelligent
power grid monitoring and the like.