Abstract:

This paper deals with the scale feature calculation and the scale threshold optimization of multi-scale interpolation decoupling. A new approach to the decoupling of multi-dimension sensing information based on multiscale approximation is proposed. The multi-scale approximation of functions is used to rapidly acquire scale features without constructing any sensor eigenfunction, and the scale threshold and the corresponding interpolation methods are determined according to the scale order of sensing information, thus implementing a precise and rapid decoupling. Simulated results show that the proposed calculation method of scale features is simple and direct, and that, when the decoupling precision is set as 0. 5% , the calculated scale threshold reaches 2^-4, and the shortest deeoupling time for the threshold is 80ms, with a decoupling error of approximately 0. 4575%.

Key words: sensor, interpolation, decoupling, multi-scale approximation, scale threshold