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991.
A modeling method of the support vector machine combined with matrix optics is considered; a complete new measurement model for double-four quadrant photoelectric detector is built. According to the analysis of the received light spot size and its motion with the changes of the defocusing amount of detector photosensitive surface and the detector position attitude in the optical path, a mathematic expression of photoelectrical conversion is given, which can be applicable to random setting position of the detector at any time. Based on least square support vector machine (LS SVM), the mapping relationship among the output signal linear characteristic parameters (zero neighborhood gradient and intercept), the defocusing amount of the detector and the installation position attitude angle is established. Thus, the multiple dimensional high accuracy measuring and adjusting control system can be left out, and adaptive measurement of the detector parameters can be realized. Compared with existed measurement model and method, the presented model has the advantages of more clear physical meaning, closer to work mechanism of detector, acquiring more complete sample data and wiping out the dead spots or bad spots in measurement. And the accuracy of displacement measurement is increased to 3μm. At the same time, this measurement mode provides a technical shortcut for three-dimensional small angle measurement. 相似文献
992.
本文提出了适用于时变信道的自适应递推最小二乘灰色均衡的新思想,以收敛性比较。最小二乘灰色均衡器优于传统的最小二乘均衡器,而以时变信道上的误码率来看,其性能是盲均衡器盲均衡所不能比拟的,而且也优于传统的均衡器,理论分析及计算机模拟表明,自适应最小二乘灰色均衡器是时变信道上性能优良的均衡。 相似文献
993.
研制出国内第一台微机控制自动调谐的LD泵浦NYAB自倍频激光器。利用计算机控制激光器输出镜作二维扫描,精度达10~(-2)度的量级。激光器产生0.531μm的线偏振绿色激光,基横模运转,阈值泵浦功率为14mW,输出功率达3.6mW,斜效率达3%,偏振度大于99.8%。 相似文献
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997.
Shengping Li 《Systems & Control Letters》2002,47(1)
This paper investigates continuity properties of the two-block ℓ1 optimization resulting from the optimal design of BIBO stability robustness for discrete time systems in the presence of coprime factor perturbations. In general, the two-block ℓ1 optimal design might lack continuity properties, since it might have no finite dimensional solution. However, this paper shows that for a suitable given truncated order, the two-block ℓ1 suboptimal design is continuous as a map from the plant to the suboptimal closed loop solution, if the plant has no zeros on the unit circle and has a unique suboptimal solution. Furthermore, if the set of plants is compactness, we show that there exists a uniform bound on the degree of suboptimal solution for all plants in the set such that their deviation of suboptimal value from the optimal one have the same bound, and the two-block ℓ1 suboptimal design is uniformly continuous. In particular, in the case in which the plant has nonunique solution, a procedure is also developed on how to choose a solution that preserves continuity. The results enable the stability of robust ℓ1 adaptive scheme to hold in the presence of coprime factor perturbations. 相似文献
998.
The paper is concerned with introducing novel algorithms, such as adaptive approximation and deterministic radial basis function (RBF) method, for calculating the average loss (AL). Different approximators are trained to approximate the loss function and, after a short learning period, AL can be evaluated analytically with fast calculations. An improvement of the Li–Silvester (LS) method is also presented which yields a sharper lower bound on AL. The efficiency of the new methods are proven by theoretical analysis as well as demonstrated by excessive simulations. 相似文献
999.
G. Roux B. Dahhou K. Najim I. Queinnec 《Journal of chemical technology and biotechnology (Oxford, Oxfordshire : 1986)》1992,53(2):133-141
The paper deals with the modelling and adaptive control of a continuous-flow fermentation process for the production of alcohol. The fermenter model has been developed from mass balance and leads to nonlinear differential equations. In practice, control strategies are difficult to derive using this non-linear model. The dilution rate and the substrate concentration have been considered as control and controlled variables, respectively. The adaptive control algorithm implemented is based on the linear quadratic control approach, where the associated Riccati equation is iterated until the system closed-loop poles belong to a restricted stability domain which is included in the unit circle. A single input/output model is used for control purposes. The model parameters are estimated on-line using a robust identification algorithm which includes: data normalization, time-varying forgetting factor, covariance matrix factorization, etc. Experimental results show the performance of this adaptive scheme and its ability to control biotechnological processes. 相似文献
1000.
基于倒谱的非最小相位FIR系统自适应辨识 总被引:1,自引:0,他引:1
本文介绍了一种在高阶谱一维切片的基础上利用倒谱进行非最小相位FIR系统自适应辨识的算法。这一算法具有计算量小,不需要预先假定系统阶次的特点,而且能够自适应地分别辨识出非最小相位FIR系统的最小相位部分和最大相位部分的冲激响应,同时,系统阶次可以在自适应过程中确定。另外由于本算法利用观测信号的高阶级计量进行系统辨识,所以很好地抑制了高斯有色噪声对辨识结果的影响。数值仿真结果证明了本算法的有效性。 相似文献