Combining Self-Organizing Map and Lipschitz Condition for Estimation in Direction of Arrival

There are many DOA estimation methods based on different signal features, and these methods are often evaluated by experimental results, but lack the necessary theoretical basis. Therefore, a direction of arrival (DOA) estimation system based on self-organizing map (SOM) and designed for arbitrarily distributed sensor array is proposed. The essential principle of this method is that the map from distance difference of arrival (DDOA) to DOA is Lipschitz continuity, it indicates the similar topology between them, and thus Kohonen SOM is a suitable network to classify DOA through DDOA. The simulation results show that the DOA estimation errors are less than 1° for most signals between 0° to 180°. Compared to MUSIC, Root-MUSIC, ESPRIT, and RBF, the errors of signals under signal-to-noise ratios (SNR) declines from 20 dB to 2 dB are robust, SOM is better than RBF and almost close to MUSIC. Further, the network can be trained in advance, which makes it possible to be implemented in real-time.

Lipschitz条件下高阶可微函数的Ostrowski型不等式

针对满足Lipschitz条件的高阶可微函数,通过建立积分恒等式,利用引入参数求最值的方法,建立了一类高阶可微函数的Ostrowski型不等式,加强了已有的Ostrowski型不等式。

Existence and Uniqueness of the Nonlinear BSDEs with a Small Parameter under Locally Lipschitz Condition

In this paper we study the following nonlinear BSDE：y（t） ＋ ∫1 t f（s,y（s）,z（s））ds ＋ ∫1 t [z（s） ＋ g 1 （s,y（s）） ＋ εg 2 （s,y（s）,z（s））]dW s=ξ,t ∈ [0,1],where ε is a small parameter.The coefficient f is locally Lipschitz in y and z,the coefficient g 1 is locally Lipschitz in y,and the coefficient g 2 is uniformly Lipschitz in y and z.Let L N be the locally Lipschitz constant of the coefficients on the ball B（0,N） of R d × R d×r.We prove the existence and uniqueness of the solution when L N ～ √ log N and the parameter ε is small.

LOCAL CONVERGENCE OF INEXACT NEWTON-LIKE METHOD UNDER WEAK LIPSCHITZ CONDITIONS

The paper develops the local convergence of Inexact Newton-Like Method(INLM)for approximating solutions of nonlinear equations in Banach space setting.We employ weak Lipschitz and center-weak Lipschitz conditions to perform the error analysis.The obtained results compare favorably with earlier ones such as[7,13,14,18,19].A numerical example is also provided.

Variation Inequalities for the Commutators of One-Sided Calderón-Zygmund Singular Integrals with Lipschitz Functions

In this paper, we establish the weighted Lp (1 < p < ∞) boundedness of variation operator for the commutators generated by one-sided Calderón-Zygmund singular integrals with Lipschitz functions.

Common Fixed Points for Mappings with Quasi-Lipschitz Conditions on TVS-valued Cone Metric Spaces

A new unique common fixed point result for a pair of mappings satisfying certain quasi-Lipschitz type conditions on a topological vector space-valued cone metric space is obtained, and its particular forms and a more general form are given. Our main results generalize and improve some well-known recent results in the literature.

New Approach to Observer-Based Finite-Time H_(∞)Control of Discrete-Time One-Sided Lipschitz Systems with Uncertainties

This paper investigates the finite-time H_(∞)control problem for a class of nonlinear discrete-time one-sided Lipschitz systems with uncertainties.Using the one-sided Lipschitz and quadratically inner-bounded conditions,the authors derive less conservative criterion for the controller design and observer design.A new criterion is proposed to ensure the closed-loop system is finite-time bounded(FTB).The sufficient conditions are established to ensure the closed-loop system is H_(∞)finite-time bounded(H_(∞)FTB)in terms of matrix inequalities.The controller gains and observer gains are given.A numerical example is provided to demonstrate the effectiveness of the proposed results.

THE CONVERGENCE OF TRUNCATED EULER-MARUYAMA METHOD FOR STOCHASTIC DIFFERENTIAL EQUATIONS WITH PIECEWISE CONTINUOUS ARGUMENTS UNDER GENERALIZED ONE-SIDED LIPSCHITZ CONDITION

In this paper,we consider the stochastic differential equations with piecewise continuous arguments(SDEPCAs)in which the drift coefficient satisfies the generalized one-sided Lipschitz condition and the diffusion coefficient satisfies the linear growth condition.Since the delay term t-[t]of SDEPCAs is not continuous and differentiable,the variable substitution method is not suitable.To overcome this dificulty,we adopt new techniques to prove the boundedness of the exact solution and the numerical solution.It is proved that the truncated Euler-Maruyama method is strongly convergent to SDEPCAs in the sense of L'(q≥2).We obtain the convergence order with some additional conditions.An example is presented to illustrate the analytical theory.

系数满足单边Lipschitz条件的随机微分方程随机周期解的存在唯一性及数值逼近(英文)

本文研究了一类系数满足单边Lipschitz条件的随机微分方程随机周期解的存在唯一性,利用驯化Euler-Maruyama(EM)方法给出了随机周期解的数值逼近,并证明了数值逼近在均方意义下以α∈(0,1/2)阶收敛到精确解.数值算例验证了理论结果.

RELATIONS BETWEEN TWO SETS OF FUNCTIONS DEFINEDBY THE TWO INTERRELATED ONE-SIDE LIPSCHITZCONDITIONS

In the theoretical study of numerical solution of stiff ODEs, it usually assumes that the righthand function f(y) satisfy one-side Lipschitz condition < f(y) - f(z),y - z >less than or equal to v(1)parallel to y - z parallel to(2),f : Omega subset of or equal to C-m --> C-m, or another related one-side Lipschitz condition [F(Y) - F(Z), Y - Z](D) less than or equal to v'parallel to Y - Z parallel to(D)(2), F : Omega(s) subset of or equal to C-ms --> C-ms, this paper demonstrates that the difference of the two sets of all functions satisfying the above two conditions respectively is at most that v' - v' only is constant independent of stiffness of function f.

基于小增益和Lipschitz条件的闭环EIV系统稳定性分析

研究了带有输入扰动和输出扰动的闭环变量带误差系统的稳定性分析。针对一个闭环变量带误差系统,无论是线性还是非线性,可以将其模型看成反馈互联系统,闭环变量带误差系统的扰动项视为反馈互联系统的输入,然后利用小增益定理判断反馈互联系统的有限增益L稳定,从而判断闭环变量带误差系统的稳定性。同时,也给出了使用Lipschitz条件的方法推导并判断系统的稳定性。最后,使用数值仿真验证理论结果。

由Hermite-Hadamard不等式的一个推广形式所生成的不等式

考虑由一个推广的Hermite-Hadamard不等式的右边部分的连续加细所生成的两个差函数.引入参数求最值的方法,在Lipschitz条件下给出了关于这两个差函数的不等式.

一类LipSchitz B-(p,r)-不变凸函数与非光滑规划(英文)

设本文给出了一类新的Lipschitz B-(p,r)-不变凸函数,它是B-不变凸函数和(p,r)-不变凸函数的推广.在这类Lipschitz B-(p,r)-不变凸性下,建立了非光滑规划的必要和充分最优性条件,讨论了Mond-Weir型对偶和Wolfe型对偶,证明了弱对偶、强对偶和逆对偶定理.所得结果推广了涉及凸函数、B-不变凸函数和(p,r)-不变凸函数的规划问题的相应结果.

非Lipschitz条件下C_h空间中随机泛函微分方程解的存在唯一及其稳定性

研究了Ch空间中无穷时滞随机泛函微分方程,利用Picard迭代法给出了非Lipschitz条件下Ch空间中其解的存在唯一性,借助Bihari不等式的一个推论给出了其解关于初值的连续依赖性.

Lipschitz非线性系统状态观测器设计新方法

针对Lipschitz非线性系统状态观测器,提出了一种以极小化条件数为目标准则的新的设计方法。运用梯度下降法和Slyvester方程,计算极小化条件数,优化增益矩阵和最大允许Lipschitz常数,完成观测器设计。通过同其它文献的算例比较,结果发现按文中方法设计的观测器具有迭代次数少、优化结果好的特点。

一类时滞Lipschitz广义系统的全阶和降阶观测器设计(英文)

考虑一类时滞Lipschitz广义系统的指数观测器设计问题。基于Lyapunov稳定性理论,通过构造适当的Lyapunov泛函,通过统一的线性矩阵不等式给出系统全阶观测器和降阶观测器存在的充分条件,同时给出观测器增益矩阵的设计方法,能使得相应的误差系统指数收敛。数值例子表明所提出方法的有效性。

非Lipschitz条件下半鞅随机微分方程解的唯一性(英文)

本文研究了非Lipschitz条件下半鞅随机微分方程.利用It分析和Gronwall不等式,探讨了随机微分方程无爆炸解,并证明了随机微分方程解的唯一性.

非Lipschitz条件下的倒向重随机微分方程

利用Bihair不等式、Jensen不等式给出非Lipschitz条件下倒向重随机微分方程解的存在唯一性定理,推广Pardoux和Peng 1994年的结论;同时也得到了此类方程在非Lipschitz条件下的比较定理,推广了Shi,Gu和Liu 2005年的结果.从而推广倒向重随机微分方程在随机控制及随机偏微分方程在粘性解方面的应用.

若干与Lipschitz条件有关的Hadamard型不等式

给出满足Lipschitz条件的凸函数的一些Hadamard型不等式,推广了已有文献的结果.

解析函数与Lipschitz条件

研究了解析函数与Lipschitz条件,得到了如下两个结果:(i)设D是一平面区域,f(z)在D中解析,0<k≤1,若f∈Lipk(D),则|f′(z)|≤‖f‖kd(z,D)k-1,z∈D;(ii)设D是拟圆,f(z)在D中解析,0<k≤1,若存在常数m>0,对任意z∈D有|f′(z)|≤md(z,D)k-1,则f∈Lipk(D)且‖f‖k≤cmk,其中c=c(D)是仅与D有关的常数.