The method applies the strategy of dual stochastic sampling: the uniform sampling around predicted value is utilized to produce initial particles, which can ensure particles\' diversity; after weights updated, the Gaussian sampling is adopted to resample the particles to achieve high convergence.

Theoretical foundations of statistical learning theory of birandom samples;

Structural risk minimization principle of birandom samples

Design of Embedded Random Sampling System;

The principle and method for getting the precise values of periodic signal by random sampling and data process of window function, FFT, weighted computation are detailed in this paper.

In order to compensate the nonlinear errors induced by the rectification for high frequency vibrations in the inertial measure unit (IMU), the paper presents a new random sampling method.

Considering the demand of reliability on measuring and controlling system of corrupt fatigue experiments powered by oil-pressure, A kind of methods of FFT weighted computation of random sample is put forward.

Then,it makes the approximate reasoning to the ASG by stochastic sampling.

From analysis of the noise sources which interfere transient electromagnetic method (TEM), the following methods are used to reduce them, programmable receiving antenna and stochastic ambipolar synchronous pulse.