论文信息 - An optimized BP neural network based on genetic algorithm for static decoupling of a six-axis force/torque sensor

An optimized BP neural network based on genetic algorithm for static decoupling of a six-axis force/torque sensor

In order to improve the measurement precision of 6-axis force/torque sensor for robot, BP decoupling algorithm optimized by GA (GA-BP algorithm) is proposed in this paper. The weights and thresholds of a BP neural network with 6-10-6 topology are optimized by GA to develop decouple a six-axis force/torque sensor. By comparison with other traditional decoupling algorithm, calculating the pseudo-inverse matrix of calibration and classical BP algorithm, the decoupling results validate the good decoupling performance of GA-BP algorithm and the coupling errors are reduced.

Aiguo Song | Liyue Fu | Aiguo Song | Liyue Fu

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