With the structure of neuron perceptron and adaptive algorithm combined, an adaptive modeling perceptron based on exponential neuron is designed, for measurement of such measurands as temperature, moisture, humidity, conductivity, viscosity, etc. Simultaneously, in some sense, it can realize fusion of space-time signal. The effect of learning parameters upon adaptive performance is discussed. Simulation curves with adaptive algorithm are given, and the modeling perceptron proved to be effective and availabl...
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