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：
本文研究了网络化神经网络的稳定性问题.首先,为了利用网络系统的采样特征,定义了一个新的Lyapunov泛函;通过分析网络诱导时延和执行周期之间的关系,采用一个迭代凸组合技术,得到了一个包含较少保守性的稳定性判据.然后,给出一个基于采样数据的神经网络稳定性判据,减少了计算复杂性.最后,通过一个数例,验证了本文方法的有效性和优越性.
英文摘要：
This paper investigates the problem of stability of network-based neural networks （NNs）. To exploit the sampling characteristic of network systems, we define a new type of Lyapunov functional. By analyzing the relation between the network-induced delay and the executive duration, and employing an iterative convex combination technique, we develop a less conservative stability criterion for network-based NNs. To reduce the computational complexity, we also propose a stability criterion for sampled-data-based NNs. An illustrative example is given to show the effectiveness and the advantages of the proposed method.
同期刊论文项目
同项目期刊论文
Relaxed global asymptotic stability of 2-D state-space digital filters described by Roesser model wi
Further studies on control synthesis of discrete-time T-S fuzzy systems via useful matrix equalities
An efficient approach for reducing the conservatism of LMI-based stability conditions for continuous
Event-Based Reliable H-infinity Control for Networked Control System with Probabilistic Actuator Fau
Delay-Dependent H infinity Filtering for Markovian Jump Time-Delay Systems: A Piecewise Analysis Met
Stabilization of Discrete-Time Networked Control Systems with Partly Known Transmission Delay: A New
Robust control for Markovian jump systems with partially known transition probabilities and nonlinea
Reliable H-infinity non-uniform sampling tracking control for continuous-time non-linear systems wit
H-infinity filtering for systems with time-varying delay satisfying a certain stochastic characteris
ROBUST H-infinity CONTROL FOR NETWORKED SYSTEMS WITH PARAMETER UNCERTAINTIES AND MULTIPLE STOCHASTIC
To Transmit or Not to Transmit: A Discrete Event-Triggered Communication Scheme for Networked Takagi
Robust H-infinity filter for discrete-time linear system with uncertain missing measurements and non
Robust reliable control for systems with random actuator fault and probabilistic nonlinearity with n
Communication-Delay-Distribution-Dependent Decentralized Control for Large-Scale Systems With IP-Bas
Reliable H?8? filter design for T-S fuzzy model-based networked control systems with random sensor f
New results on H∞ filter design for nonlinear systems with time-delay through a T-S fuzzy model appr
Stabilization and Simulation of Linear Networked Systems with Random Delays via Dynamic Output Feedb
The Node Placement of Large-scale Industrial Wireless Sensor Networks Based on Binary Differential E
L2-Gain analysis of event-triggered networked control systems: a discontinuous Lyapunov functional a
Bandwidth Scheduling and Optimization Using Non-cooperative Game Model Based Shuffled Frog Leaping A
Consensus of Multi-Agent Networks With Aperiodic Sampled Communication via Impulsive Algorithms Usin
期刊信息
位置：