An algorithm of RBF neural network soft measurement based on SoC is proposed.The entire training and prediction algorithms are implemented successfully on the hardware platform of dual-core SoC processor.In order to apply algorithm effectively on the platform whose compute speed and memory are limited

specific solutions about the structure of the network

weight update pattern and step and data preprocessing mode is proposed.The data set test results prove that the algorithm transplantation method satisfies the requirements of industrial application

which has a variety of advantages such as portable

low-cost and extensible.