A compensation method with wavelet neural network is applied for blind area of ships track by the GPS/GPRS navigation system. This method employs parallel process with neural network and combines exponent analysis of wavelet to predict ships track on line precisely. The simulation and test results indicate that the system possesses a continuous target track, could precisely precise predict the blind spot on line, and is accurate in real-time detection.
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