该算法通过增加很少的计算量不仅提高了收敛速度而且获得更小的剩余误差。
This algorithm improves convergence speed and reduces residual error by increasing small the quantity of computation.
在此基础上设计的模糊自适应控制器能够保证整个闭环系统稳定且跟踪误差收敛到零的一个邻域内。
The fuzzy adaptive controller designed based on this method can guarantees that the closed-loop system is globally stable and the tracking error converges to a neighborhood of zero.
在建立回波抵消器模型的基础上，按最小均方误差准则，导出了自适应滤波器抽头的统计梯度算法和抽头调节的收敛公式。
Based on building up a model of echo canceller, the convergence of gradient-type stochastic adjustment algorithm of an adaptive filter under the mean-squared error criterion is discussed.
通过理论证明这种同步误差是收敛到零的。
与传统的LMS算法相比，WO - LMS算法既提高了收敛速度又可以得到较低的稳态均方误差。
In comparison with traditional LMS algorithm, WO-LMS algorithm can achieve both lower steady mean square error and faster convergence speed.
模拟结果同时证实，除非水均衡误差也相当小，否则水头变化收敛指标较小时收敛的计算也不能保证计算结果有可靠的精度。
Verified by simulation results reliable accuracy of calculated results can not be guaranteed for small head change convergence index unless the error of water balance is small too.
经计算机仿真表明，新算法与原算法相比，收敛性能有所改善，收敛速度加快，稳态剩余误差减小。
Computer simulation shows that the improved algorithm has better convergence performance than the conventional algorithm. It can speed up convergence rate and decrease state residual error.
该模型有自组织和自学习的功能，可以根据每次学习误差的不同，不断调整学习速率，加速收敛过程，充分排除数据样本的随机性影响。
The network model can organize and study itself, according to different study error, continuously adjust the study rate, and accelerate refrain process, expel influence of the data sample.
仿真实例表明，该控制律能保证误差的快速收敛性及对参数不确定性和外部扰动的鲁棒性。
The simulation example shows that control law can guarantee fast convergence of error as well as robustness of parameter uncertainties and external disturbances.
通过理论分析，证明了跟踪误差收敛到零。
By Lyapunov method, the tracking error asymptotically converges to zero.
理论分析证明了跟踪误差收敛到零。
Theoretical analysis verifies that tracking error converges to zero.
在一定条件下，给出了解的收敛性和误差估计。
Under certain conditions the convergence property and error estimations are obtained.
借助于全局误差界的分析，证明了所提方法具有R -线性收敛速度。
By means of analysing the global error bound, we prove that the method has a R-linear convergence rate.
利用李亚普诺夫函数分析了误差系统的稳定性，说明误差是指数收敛的。
The stability of the error system is analyzed by a Lyapunov function, which shows that the errors are exponential convergent.
剩余均方误差(MSE)和收敛速度是衡量均衡算法性能的两个常用标准。
Usually, excess mean square error (MSE) and convergence speed are two criterions used to evaluate performance.
计算机仿真表明，该算法实现简单，收敛效果好，稳态剩余误差小，其性能优于已有的一些同类算法。
Simulation results show that the proposed algorithm has better performances with low complexity, fast convergence and small steady residual error than the same algorithm.
地球表面曲率产生的误差是收敛的，显然，在自由空间没有类似的情况。
The convergence of error brought about by the curvature of earth's surface obviously has no counterpart in free space.
所设计的控制器能保证输出跟踪误差收敛到零的任意小邻域内，且所有信号全局有界。
The proposed controller can assure that not only the output tracking error converges to an any small neighborhood of zero but all the signals are global bounded.
结果表明：用L -M规则进行神经网络学习训练可使网络收敛快，误差小。
The network lessens quicker and the error less trained with the L-M rule .
在给定条件下，证明了该迭代法的收敛性，并给出了误差估计式。
The convergence of the iterative method is proved under some conditions, and an error estimate formula is presented.
经计算机仿真与理论分析表明，该算法与传统恒模算法相比，收敛速度加快，稳态剩余误差减小。
Computer simulations and theory analyses show that the proposed algorithm can speed up convergence rate and decrease state residual error compared with conventional CMA blind equalization algorithm.
通过理论分析，证明了闭环控制系统半全局一致终结有界，跟踪误差收敛到零的一个邻域内。
By theoretical analysis, the closed-loop control system is proved to be semi-global uniformly ultimately bounded (UUB), and the output tracking error converges to a neighborhood of zero.
文中证明了此方法可使跟踪误差收敛到原点的一个小邻域内。
It is proved that the proposed method can make the tracking error converges to a small neighborhood of the origin.
采用了收敛速度较快的递推预报误差算法训练神经网络。
A recursive prediction error algorithm which converges fast is applied to tra.
通过理论分析，证明了闭环系统是半全局一致终结有界的，跟踪误差收敛到一个小的残差集内。
By theoretical(analysis, ) the closed-loop control system is proven to be semiglobally uniformly ultimately bounded, (with) tracking error converging to a residual set.
固定步长因子无法解决收敛速度和稳态误差之间的矛盾。
Fixed step size can not result in fast convergence speed and low residual error simultaneously.
证明了该方法不但可以保证输入信号有界，而且可使跟踪误差收敛到原点的小邻域内。
It is proved that the proposed method can not only guarantee the bounded of the input signal, but also make the tracking error converge to a small neighborhood of the origin.
证明了该方法不但可以保证输入信号有界，而且可使跟踪误差收敛到原点的小邻域内。
It is proved that the proposed method can not only guarantee the bounded of the input signal, but also make the tracking error converge to a small neighborhood of the origin.
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