欢迎您！东篱公司
退出
-
申报数据库
-
立项数据库
-
成果数据库
-
项目获奖数据库
中文摘要：
为实现实际应用中的非线性、非高斯系统中的状态估计，结合粒子滤波非线性估计的优势和自适应神经模糊推理系统（ANFIS）的非线性逼近功能，建立了ANFIS一粒子滤波模型。该模型首先通过ANFIS消除测量信号中有色噪声的影响，再运用粒子滤波实现对状态的最优估计，从而进一步提高估计精度。仿真结果表明ANFIS与PF的级联滤波较单一的粒子滤波均值减少了65％，方差减小了74．4％。ANFIS一粒子滤波对于强非线性系统的噪声消除效果显著，使状态估计精度得到了较大提高，证明了该级联滤波模型的有效性。
英文摘要：
F develops th system（AN state signa demo or the practical application of nonlinear, e ANFIS- Particle filter cascaded filteri FIS） nonlinear approximation function estimation. ANFIS is used 1 is processed by the nstrate that with the respectively, systems, and the proposed partm casca ANFIS-particle the state estim model. non-Gaussian noise system s ng model based on the adap and particle filter＇s obvious tate estlmat paper tive neuro-fuzzy inference advantages for non-linear eliminate the bias in the colored noise of the signal, filter to realize the optimal state estimation. The s filter model the mean and variance filter model atlon accuracy has significant noise cancell has been greatly enhanced, then the filtered imulation results are reduced by 65% and 74% ation effect for strongly nonlinear which verifies the effectiveness of
同期刊论文项目
同项目期刊论文
Study on the measurement sensitivity for optical coatings absorption loss of the Photothermal Detuni
Surface modification of polyimide (PI) film using water cathode atmospheric pressure discharge plasm
analysis on absolute measurement of optical coating absorption loss based on photothermal detuning t
Study on the absorption uniformity of optical thin films based on the photothermal detuning techniqu
Study on the Spatial Resolution of Imaging Technique for Absorption Loss Measurement of Optical Coat
Accelerometer North FindingSystem Based on the Wavelet Packet De-noising Algorithm and Filtering Cir
期刊信息
位置：