Robust partially mode‐dependent H∞ filtering for discrete‐time nonhomogeneous Markovian jump neural networks with additive gain perturbations

This paper studies the robust partially mode‐dependent H_∞ filtering for nonhomogeneous Markovian jump neural networks with additive gain perturbations. The discrete time‐varying jump transition probability matrix is considered to be a polytope set. A partially mode‐dependent filter with additive gain perturbations is constructed to increase the robustness of the filter, which is subjects to H_∞ performance index. Based on the Lyapunov function approach, sufficient conditions are established such that the filtering error system is robustly stochastically stable. The efficiency of the new technique is illustrated by an illustrative example and a biological network example.     

过滤窗最小二乘支持向量机的混沌时间序列预测

传统的滑动窗策略只是简单且机械地将最远的数据移出窗口, 而将最近的数据移进窗口. 针对这种遗忘策略存在的缺陷, 提出了过滤窗策略. 过滤窗采用"优胜劣汰"的选择机制, 将对模型贡献比较大的数据留在窗口当中. 将过滤窗和最小二乘支持向量回归机相结合, 提出了过滤窗最小二乘支持向量回归机. 与滑动窗最小二乘支持向量回归机相比较, 过滤窗最小二乘支持向量回归机具有较小的计算量, 需要较短的窗口长度就能达到和滑动窗最小二乘支持向量回归机几乎相同的预测精度, 而较短的窗口长度又预示着较少的计算量和较好的实时性. 混沌时间序列在线建模和预测的实例表明了过滤窗最小二乘支持向量回归机的有效性和可行性. 关键词： 混沌时间序列 支持向量机 滑动窗 过滤窗     

整形滤波在远程核四极共振探测中的应用

讨论了数字信号处理中的整形滤波在远程核四极共振里的应用.在个人计算机上用Turbo-Pascal编程语言实现了整形滤波,并用数值模拟谱和实验数据研究了整形滤波技术在提高测量信噪比方面所起的作用.     

离焦散斑错位干涉术的逐点滤波分析与应用

通过相关计算,分析了离焦散斑错位干涉术的逐步滤波方法,得到了杨氏条纹的形成及分布特性。讨论了逐点滤波法的实用意义并给出了在缺陷检测中的应用实例。     

空间有源消声实验研究

本文分别在半声室和普通房间进行有源消声实验，证明了作者以前提出的算法是收敛的，稳定的，以此算法构成的多通道有源消声系统对直达声和混响声都能进行了有效的控制。     

求0-1型整数规划的一种新方法

本文给出求 0 -1型整数规划的一种新方法 ,该方法利用对所有目标函数值排序的方法 ,求出最优解 .该方法简单易行且计算量较小     

Extension of the Kalman–Bucy Filter to Elementary Linear Systems with Fractional Brownian Noises

We investigate the optimal filtering problem in the simplest Gaussian linear system driven by fractional Brownian motions. At first we extend to this setting the Kalman–Bucy filtering equations which are well-known in the specific case of usual Brownian motions. Closed form Volterra type integral equations are derived both for the mean of the optimal filter and the variance of the filtering error. Then the asymptotic stability of the filter is analyzed. It is shown that the variance of the filtering error converges to a finite limit as the observation time tends to infinity. This revised version was published online in August 2006 with corrections to the Cover Date.     

强背景下混响时间的非线性滤波M序列相关测量

本文提出采用非线性滤波抑制在强背景噪声环境中用Ｍ－序列相关法得到的房间脉冲响应中的残余噪声影响，以扩大混响衰减曲线的动态范围，从而达到能够在强背景噪声环境下准确测量混响时间的目的。首先讨论了影响Ｍ序列相关法测量混响时间的几个因素。其次，采用非线性滤波进一步抑制背景噪声的影响。结果表明，非线性滤波的效果相当显著。本文还在非白噪声背景条件下用该法进行强背景下的混响时间测量，结果与传统测量结果符合得很好     

Kalman滤波法消除光谱连续背景的研究

本文研究了Ｋａｌｍａｎ滤波法消除光谱连续背景，以电感耦合等离子体原子发射光谱法测量氧化铽中Ｌａ，Ｅｒ，Ｇｄ，Ｄｙ，Ｄｕ和Ｔｍ为例研究了不同背景情况下的结果。用新息序列的平均平方和正交自相关系数超过出信度极限以外数为评价函数，可评价所估计的背景形状，是一种不用测背景，用计算方法消除光谱连续背景的好方法，本方法不仅适用于电感耦合等离子体原子发射光谱，对分光光度，原子等原则上都可适用。     

On timing Jitter in wavelength-division multiplexed soliton systems

Collision-induced timing shifts in a wavelength-division multiplexed soliton system are computed when damping, amplification, filtering and positive dispersion management following the loss profile are included. A statistical analysis is presented which takes into account the resulting effect of the large number of collisions occurring in the fiber. Analytic expressions are derived for the root mean square timing jitter and the maximum length of error-free transmission with an arbitrary number of channels. An extensive analysis of system performance corresponding to situations with and without filters and/or dispersion management is carried out.