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Optimal two-channel switching false data injection attacks against remote state estimation of the unmanned aerial vehicle cyber-physical system
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作者 Juhong Zheng Dawei Liu +1 位作者 Jinxing Hua Xin Ning 《Defence Technology(防务技术)》 2025年第5期319-332,共14页
A security issue with multi-sensor unmanned aerial vehicle(UAV)cyber physical systems(CPS)from the viewpoint of a false data injection(FDI)attacker is investigated in this paper.The FDI attacker can employ attacks on ... A security issue with multi-sensor unmanned aerial vehicle(UAV)cyber physical systems(CPS)from the viewpoint of a false data injection(FDI)attacker is investigated in this paper.The FDI attacker can employ attacks on feedback and feed-forward channels simultaneously with limited resource.The attacker aims at degrading the UAV CPS's estimation performance to the max while keeping stealthiness characterized by the Kullback-Leibler(K-L)divergence.The attacker is resource limited which can only attack part of sensors,and the attacked sensor as well as specific forms of attack signals at each instant should be considered by the attacker.Also,the sensor selection principle is investigated with respect to time invariant attack covariances.Additionally,the optimal switching attack strategies in regard to time variant attack covariances are modeled as a multi-agent Markov decision process(MDP)with hybrid discrete-continuous action space.Then,the multi-agent MDP is solved by utilizing the deep Multi-agent parameterized Q-networks(MAPQN)method.Ultimately,a quadrotor near hover system is used to validate the effectiveness of the results in the simulation section. 展开更多
关键词 Unmanned aerial vehicle(UAV) Cyber physical systems(CPS) K-L divergence Multi-sensor fusion kalman filter Stealthy switching false data injection(FDI) ATTACKS
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IPSwitching-ATM网络交换技术的发展趋势 被引量:2
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作者 张华强 王新生 乔晓林 《计算机应用研究》 CSCD 1999年第9期37-38,44,共3页
本文基于 A T M 异步传输模式的技术特点,介绍一种高性能的网络交换协议( I P) ,从而提高 A T M 的网络资源效率,改善 A T M 系统的多协议交换, I P Switching 交换技术的引入,推动着 A T M 新技术... 本文基于 A T M 异步传输模式的技术特点,介绍一种高性能的网络交换协议( I P) ,从而提高 A T M 的网络资源效率,改善 A T M 系统的多协议交换, I P Switching 交换技术的引入,推动着 A T M 新技术向广泛的适应性、兼容性和理论上可攀登性的方向发展。 展开更多
关键词 ATM IP switching INTERNET网 网络交换
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Extended state observer based smooth switching control for tilt-rotor aircraft 被引量:2
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作者 ZOU Yiru LIU Chunsheng LU Ke 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2020年第4期815-825,共11页
A tilt-rotor aircraft has three flight modes: helicopter mode, airplane mode and conversion mode. Unlike the traditional aircraft, the tilt-rotor aircraft, which combines the characteristics of helicopters and fixed-w... A tilt-rotor aircraft has three flight modes: helicopter mode, airplane mode and conversion mode. Unlike the traditional aircraft, the tilt-rotor aircraft, which combines the characteristics of helicopters and fixed-wing aircraft, is a complex multi-body system with the violent variation of the aerodynamic parameters. For these characteristics, a new smooth switching control scheme is provided for the tilt-rotor aircraft. First, the reference commands for airspeed and nacelle angles are calculated by analyzing the conversion corridor and the conversion path. Subsequently, based on the finite-time switching theorem, an average dwell time condition is designed to guarantee the stability in the switching process. Besides, considering the state vibrations and bumps may appear in switching points, the fuzzy weighted logic is employed to improve the system transient performance. For disturbance rejection, three extended state observers are designed separately to estimate the disturbances in the switched systems. Compared with the traditional auto disturbance rejection control and proportion integration differentiation control, this method overcomes the conservatism of wasting the whole model information. The control performances of robustness and smoothness are verified with simulation, which shows that the new smooth switching control scheme is more targeted and superior than the traditional design method. 展开更多
关键词 tilt-rotor aircraft switching control extended state observer(ESO) smooth switching
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基于请求包粒度的M:N型TCP switching协议
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作者 陈志刚 金亮 +1 位作者 张松 刘安丰 《计算机工程》 EI CAS CSCD 北大核心 2005年第12期127-130,共4页
为了给一种新型WebCluster系统提出一个优化的实现方案,该文描述了该集群系统的数据流处理过程,分析出其处理实质,即M条TCP连接与N条TCP连接之间动态的交叉衔接问题。为此该文提出了一种基于请求包粒度的M:N型TCPswitching协议。详细描... 为了给一种新型WebCluster系统提出一个优化的实现方案,该文描述了该集群系统的数据流处理过程,分析出其处理实质,即M条TCP连接与N条TCP连接之间动态的交叉衔接问题。为此该文提出了一种基于请求包粒度的M:N型TCPswitching协议。详细描述了该协议的设计原理和实现过程。实验证明运行该协议的集群系统具有良好的可扩展性和服务性能。 展开更多
关键词 WEB集群 TCP switching TCP连接 调度
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Regime switching模型下的幂式期权定价(英文)
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作者 苏小囡 王伟 王文胜 《华东师范大学学报(自然科学版)》 CAS CSCD 北大核心 2013年第6期32-39,共8页
研究了标的资产价格过程服从马尔科夫调节的几何布朗运动时的欧式幂型看涨期权的定价问题.特别是,市场利率,标的风险资产的预期收益率与波动率随着马尔科夫链的状态转移而变化.由于市场不完备,通过采用regime switching Esscher变换得... 研究了标的资产价格过程服从马尔科夫调节的几何布朗运动时的欧式幂型看涨期权的定价问题.特别是,市场利率,标的风险资产的预期收益率与波动率随着马尔科夫链的状态转移而变化.由于市场不完备,通过采用regime switching Esscher变换得到一个等价鞅测度并给出期权的定价公式.最后,考虑了所得结果的数值分析. 展开更多
关键词 REGIME switching 幂式期权 REGIME switching ESSCHER变换 期权定价 数值分析
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Consensus tracking protocol and formation control of multi-agent systems with switching topology 被引量:13
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作者 年晓红 苏赛军 潘欢 《Journal of Central South University》 SCIE EI CAS 2011年第4期1178-1183,共6页
Consensus tracking control problems for single-integrator dynamics of multi-agent systems with switching topology are investigated. In order to design effective consensus tracking protocols for a more general class of... Consensus tracking control problems for single-integrator dynamics of multi-agent systems with switching topology are investigated. In order to design effective consensus tracking protocols for a more general class of networks, which are aimed at ensuring that the concerned states of agents converge to a constant or time-varying reference state, new consensus tracking protocols with a constant and time-varying reference state are proposed, respectively. Particularly, by contrast with spanning tree, an improved condition of switching interaction topology is presented. And then, convergence analysis of two consensus tracking protocols is provided by Lyapunov stability theory. Moreover, consensus tracking protocol with a time-varying reference state is extended to achieve the fbrmation control. By introducing formation structure set, each agent can gain its individual desired trajectory. Finally, several simulations are worked out to illustrate the effectiveness of theoretical results. The test results show that the states of agents can converge to a desired constant or time-varying reference state. In addition, by selecting appropriate structure set, agents can maintain the expected formation under random switching interaction topologies. 展开更多
关键词 multi-agent system consensus protocols formation control switching topology
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Polytopic LPV modeling and gain-scheduled switching control for a flexible air-breathing hypersonic vehicle 被引量:11
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作者 Yiqing Huang Changyin Sun +2 位作者 Chengshan Qian Jingmei Zhang Li Wang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2013年第1期118-127,共10页
A novel gain-scheduled switching control method for the longitudinal motion of a flexible air-breathing hypersonic vehicle (FAHV) is proposed. Firstly, velocity and altitude are selected as scheduling variables, a p... A novel gain-scheduled switching control method for the longitudinal motion of a flexible air-breathing hypersonic vehicle (FAHV) is proposed. Firstly, velocity and altitude are selected as scheduling variables, a polytopic linear parameter varying (LPV) model is developed to represent the complex nonlinear longitudinal dynamics of the FAHV. Secondly, based on the obtained polytopic LPV model, the flight envelope is divided into four smaller subregions, and four gain-scheduled controllers are designed for these parameter subregions. Then, by the defined switching characteristic function, these gain-scheduled controllers are switched in order to guarantee the closed-loop FAHV system to be asymptotically stable and satisfy a given tracking error performance criterion. The condition of gain-scheduled switching controller synthesis is given in terms of linear matrix inequalities (LMIs) which can be easily solved by using standard software packages. Finally, simulation results show the effectiveness of the presented method. 展开更多
关键词 linear parameter varying system gain-scheduled switching control tracking control hypersonic vehicle linear matrix inequality.
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Consensus problem of second-order multi-agent systems with time-varying communication delay and switching topology 被引量:9
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作者 Chenglin Liu Fei Liu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第4期672-678,共7页
Leader-following stationary consensus problem is investigated for the second-order multi-agent systems with timevarying communication delay and switching topology. Based on Lyapunov-Krasovskii functional and Lyapunov-... Leader-following stationary consensus problem is investigated for the second-order multi-agent systems with timevarying communication delay and switching topology. Based on Lyapunov-Krasovskii functional and Lyapunov-Razumikhin functions respectively, consensus criterions in the form of linear matrix inequality (LMI) are obtained for the system with time-varying communication delays under static interconnection topology con- verging to the leader's states. Moreover, the delay-dependent consensus criterion in the form of LMI is also obtained for the system with time-invariant communication delay and switching topologies by constructing Lyapunov-Krasovskii functional. Numerical simulations present the correctness of the results. 展开更多
关键词 second-order multi-agent system time-varyingcommunication delay switching topology Lyapunov-Krasovskii Lyapunov-Razumikhin.
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Markov repairable systems with stochastic regimes switching 被引量:5
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作者 Liying Wang Lirong Cui Mingli Yu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第5期773-779,共7页
Compared with the classical Markov repairable system, the Markov repairable system with stochastic regimes switching introduced in the paper provides a more realistic description of the practical system. The system ca... Compared with the classical Markov repairable system, the Markov repairable system with stochastic regimes switching introduced in the paper provides a more realistic description of the practical system. The system can be used to model the dynamics of a repairable system whose performance regimes switch according to the external conditions. For example, to satisfy the demand variation that is typical for the power and communication systems and reduce the cost, these systems usually adjust their operating regimes. The transition rate matrices under distinct operating regimes are assumed to be different and the sojourn times in distinct regimes are governed by a finite state Markov chain. By using the theory of Markov process, Ion channel theory, and Laplace transforms, the up time of the system are studied. A numerical example is given to illustrate the obtained results. The effect of sojourn times in distinct regimes on the availability and the up time are also discussed in the numerical example. 展开更多
关键词 Markov repairable system up time stochastic regimes switching system Markov process.
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Switching variability index based multiple strategy CFAR detector 被引量:5
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作者 Yang Li Zhenyuan Ji +1 位作者 Bingfei Li Gil Alterovitz 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2014年第4期580-587,共8页
A switching variability index (SVl) constant false alarm rate (CFAR) detector is proposed for improving the detection performance of VI-CFAR detectors in multiple targets backgrounds. When the presence of non-homo... A switching variability index (SVl) constant false alarm rate (CFAR) detector is proposed for improving the detection performance of VI-CFAR detectors in multiple targets backgrounds. When the presence of non-homogeneity in CFAR reference windows is indicated by a VI-CFAR detector, a switching- CFAR detector is introduced to optimize the performance of the VI-CFAR detector in homogeneous, multiple targets and clutter edge backgrounds. The structure and parameters selection method of the SVI-CFAR detector is presented. Comparisons with classic CFAR detectors and recently proposed detectors are also given. Theoretical analysis and simulation results show that SVICFAR detector maintains the good performance of the VI-CFAR detector in homogeneous and clutter edge backgrounds, while greatly improving the capacity of anti-multi targets. 展开更多
关键词 switching variability index constant false alarm rate(SVI-CFAR) adaptive detection complex environment multiple-strategy detection radar target detection.
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Multi-agent consensus with time-varying delays and switching topologies 被引量:3
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作者 Jia Wei Huajing Fang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2014年第3期489-495,共7页
The consensus problems of multi-agents with time-varying delays and switching topologies are studied. First, assume that an agent receives state information from its neighbors with fixed communication delays and proce... The consensus problems of multi-agents with time-varying delays and switching topologies are studied. First, assume that an agent receives state information from its neighbors with fixed communication delays and processes its own state information with time-varying self-delay respectively. The state time-delay feedback is introduced into the existing consensus protocol to begenerate an improved protocol. Then a sufficient condition is derived which can make the system with time-varying self-delays achieve the consensus. On this basis, a specific form of consensus equilibrium influenced by the initial states of agents, time-delays and state feedback intensity is figured out. In addition, the multi-agent consensus is considered with time-varying topologies. Finally, simulations are presented to il ustrate the validity of theoretical results. 展开更多
关键词 CONSENSUS multi-agent system time-varying delay switching topology convergence analysis.
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Consensus algorithm for multiple quadrotor systems under fixed and switching topologies 被引量:3
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作者 Yinqiu Wang Qinghe Wu +1 位作者 Yao Wang Di Yu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2013年第5期818-827,共10页
The distributed leadless consensus problem for multiple quadrotor systems under fixed and switching topologies is investigated. The objective is to design protocols achieving consensus for networked quadrotors' posit... The distributed leadless consensus problem for multiple quadrotor systems under fixed and switching topologies is investigated. The objective is to design protocols achieving consensus for networked quadrotors' positions and attitudes. Because the model of a quadrotor is a strong high-order nonlinear coupling system, the approach of feedback linearization is employed to transform the model into a group of four linear subsystems among which there is no coupling. Then, a consensus algorithm is proposed which consists of a local feedback controller and interactions from the finite neighbors under fixed undirected topologies. Especially, the problem of choosing the parameters in the consensus algo-rithm is also addressed, enlightened by the results of the robust control theory. Furthermore, it is proved that the proposed algo-rithm also guarantees the consensus under undirected switching topologies. Simulation results show the effectiveness of the pro- posed algorithm. 展开更多
关键词 CONSENSUS multiple quadrotor system high-order nonlinear system feedback linearization switching topology.
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Underwater square-root cubature attitude estimator by use of quaternion-vector switching and geomagnetic field tensor 被引量:4
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作者 HUANG Yu WU Lihua YU Qiang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2020年第4期804-814,共11页
This paper presents a kind of attitude estimation algorithm based on quaternion-vector switching and square-root cubature Kalman filter for autonomous underwater vehicle(AUV).The filter formulation is based on geomagn... This paper presents a kind of attitude estimation algorithm based on quaternion-vector switching and square-root cubature Kalman filter for autonomous underwater vehicle(AUV).The filter formulation is based on geomagnetic field tensor measurement dependent on the attitude and a gyro-based model for attitude propagation. In this algorithm, switching between the quaternion and the three-component vector is done by a couple of the mathematical transformations. Quaternion is chosen as the state variable of attitude in the kinematics equation to time update, while the mean value and covariance of the quaternion are computed by the three-component vector to avoid the normalization constraint of quaternion. The square-root forms enjoy a continuous and improved numerical stability because all the resulting covariance matrices are guaranteed to stay positively semidefinite. The entire square-root cubature attitude estimation algorithm with quaternion-vector switching for the nonlinear equality constraint of quaternion is given. The numerical simulation of simultaneous swing motions in the three directions is performed to compare with the three kinds of filters and the results indicate that the proposed filter provides lower attitude estimation errors than the other two kinds of filters and a good convergence rate. 展开更多
关键词 attitude estimator geomagnetic field tensor quaternion-vector switching square-root cubature Kalman filter autonomous underwater vehicle(AUV)
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Stability analysis of linear/nonlinear switching active disturbance rejection control based MIMO continuous systems 被引量:2
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作者 WAN Hui QI Xiaohui LI Jie 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2021年第4期956-970,共15页
In this paper,a linear/nonlinear switching active disturbance rejection control(SADRC)based decoupling control approach is proposed to deal with some difficult control problems in a class of multi-input multi-output(M... In this paper,a linear/nonlinear switching active disturbance rejection control(SADRC)based decoupling control approach is proposed to deal with some difficult control problems in a class of multi-input multi-output(MIMO)systems such as multi-variables,disturbances,and coupling,etc.Firstly,the structure and parameter tuning method of SADRC is introduced into this paper.Followed on this,virtual control variables are adopted into the MIMO systems,making the systems decoupled.Then the SADRC controller is designed for every subsystem.After this,a stability analyzed method via the Lyapunov function is proposed for the whole system.Finally,some simulations are presented to demonstrate the anti-disturbance and robustness of SADRC,and results show SADRC has a potential applications in engineering practice. 展开更多
关键词 linear/nonlinear switching active disturbance rejection control(SADRC) multi-input multi-output(MIMO)continuous system decoupling control stability analysis
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Finite-time stability and stabilization of Markovian switching stochastic systems with impulsive effects 被引量:1
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作者 Ying Yang Junmin Li Guopei Chen 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2010年第2期254-260,共7页
Many practical systems in physics, biology, engineer- ing and information science exhibit impulsive dynamical behaviors due to abrupt changes at certain instants during the dynami- cal processes. The problems of finit... Many practical systems in physics, biology, engineer- ing and information science exhibit impulsive dynamical behaviors due to abrupt changes at certain instants during the dynami- cal processes. The problems of finite-time stab!lity analysis are investigated for a class of Markovian switching stochastic sys- tems, in which exist impulses at the switching instants. Multiple Lyapunov techniques are used to derive sufficient conditions for finite-time stochastic stability of the overall system. Furthermore, a state feedback controller, which stabilizes the closed loop sys- tems in the finite-time sense, is then addressed. Moreover, the controller appears not only in the shift part but also in the diffu- sion part of the underlying stochastic subsystem. The results are reduced to feasibility problems involving linear matrix inequalities (LMIs). A numerical example is presented to illustrate the proposed methodology. 展开更多
关键词 finite-time stability impulsive systems Markovian switching Brownian motion linear matrix inequalities (LMIs) sta- bilization.
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Study of Electromagnetism Compatibility of Single-chip Switching Power Supply and Suppression Technique 被引量:2
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作者 HE Hong JIN Shijiu +3 位作者 ZHANG Dajian MENG Hui ZHU Xianwei TANG Lu 《现代电子技术》 2007年第2期159-161,共3页
As for the Domino effect dv/dt and electromagnetic interference during the rapid switching course of single-chip switching power supply,this article firstly analyzes electromagnetic interference source,and then diagno... As for the Domino effect dv/dt and electromagnetic interference during the rapid switching course of single-chip switching power supply,this article firstly analyzes electromagnetic interference source,and then diagnoses the essential interaction relationship between interference and switching activity based on the timely and area measured waveform,analyzes and studies the production mechanism and coupling path of interference mode,and sets up circuit model according to the features of transverse mode interference and common mode interference.Put forward different suppression methods finally. 展开更多
关键词 switching power electromagnetism compatibility common mode interference transverse mode interference coupling path
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Hybrid Q-learning for data-based optimal control of non-linear switching system 被引量:1
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作者 LI Xiaofeng DONG Lu SUN Changyin 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2022年第5期1186-1194,共9页
In this paper,the optimal control of non-linear switching system is investigated without knowing the system dynamics.First,the Hamilton-Jacobi-Bellman(HJB)equation is derived with the consideration of hybrid action sp... In this paper,the optimal control of non-linear switching system is investigated without knowing the system dynamics.First,the Hamilton-Jacobi-Bellman(HJB)equation is derived with the consideration of hybrid action space.Then,a novel data-based hybrid Q-learning(HQL)algorithm is proposed to find the optimal solution in an iterative manner.In addition,the theoretical analysis is provided to illustrate the convergence and optimality of the proposed algorithm.Finally,the algorithm is implemented with the actor-critic(AC)structure,and two linear-in-parameter neural networks are utilized to approximate the functions.Simulation results validate the effectiveness of the data-driven method. 展开更多
关键词 switching system hybrid action space optimal control reinforcement learning hybrid Q-learning(HQL)
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Performance analysis of optical burst switching node with limited wavelength conversion capabilities 被引量:1
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作者 许毅 史开源 范戈 《Journal of Central South University》 SCIE EI CAS 2009年第5期794-801,共8页
The systematical and scalable frameworks were provided for estimating the blocking probabilities under asynchronous traffic in optical burst switching(OBS) nodes with limited wavelength conversion capability(LWCC) . T... The systematical and scalable frameworks were provided for estimating the blocking probabilities under asynchronous traffic in optical burst switching(OBS) nodes with limited wavelength conversion capability(LWCC) . The relevant system architectures of limited range and limited number of wavelength converters(WCs) deployed by a share-per-fiber(SPF) mode were developed,and the novel theoretical analysis of node blocking probability was derived by combining the calculation of discouraged arrival rate in a birth-death process and two-dimensional Markov chain model of SPF. The simulation results on single node performance verify the accuracy and effectiveness of the analysis models. Under most scenarios,it is difficult to distinguish the plots generated by the analysis and simulation. As the conversion degree increases,the accuracy of the analysis model worsens slightly. However,the utmost error on burst loss probability is far less than one order of magnitude and hence,still allows for an accurate estimate. Some results are of actual significance to the construction of next-generation commercial OBS backbones. 展开更多
关键词 optical burst switching (OBS) limited range wavelength conversion (LRWC) wavelength converter burst contention burst loss probability
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A Switching Method for a Model Reference Robust Control with Unknown High Frequency Gain Sign
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作者 YUAN Li-Na LIN Yan 《自动化学报》 EI CSCD 北大核心 2006年第4期618-623,共6页
The problem of controlling a single-input-single-output plant without prior knowledge of high frequency gain sign is addressed by using the model reference robust control approach.A switching method is proposed based ... The problem of controlling a single-input-single-output plant without prior knowledge of high frequency gain sign is addressed by using the model reference robust control approach.A switching method is proposed based on a monitoring function so that after a finite number of swi- tchings the tracking error converges to zero exponentially.Furthermore,it is shown that if some initial states of the closed-loop system are zero,only one switching is needed. 展开更多
关键词 Model following high-frequency gain robust control switching control
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A coarse-grained differentiated routing algorithm in multi-protocol label switching traffic engineering
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作者 杜荔 于军相 王晓静 《Journal of Central South University》 SCIE EI CAS 2010年第6期1258-1263,共6页
A new coarse-grained differentiated least interference routing algorithm(CDLI) with DiffServ-Aware was presented.This algorithm is composed of off-line and on-line stages,taking into account both real-time traffic and... A new coarse-grained differentiated least interference routing algorithm(CDLI) with DiffServ-Aware was presented.This algorithm is composed of off-line and on-line stages,taking into account both real-time traffic and best-effort traffic.Off-line stage is to determine the shortest path set disjointed path(DP) database for real-time traffic,and to identify link critical value by traffic profile information of real-time traffic and DP database.On-line stage is at first to select route in the DP database for real-time traffic,if there is no path to meet the needs,the dynamic routing will be operated.On-line routing algorithm chooses the relatively short path for real-time traffic to meet their bandwidth requirements,and for best-effort traffic it chooses a lighter load path.The simulation results show that compared with the dynamic online routing algorithm(DORA) and constrained shortest path first(CSPF) algorithm,the new algorithm can significantly improve network throughput and reduce the average path length of real-time traffic.This guarantees quality of service(QoS) of real-time traffic while improving the utilization of network resources. 展开更多
关键词 multi-protocol label switching (MPLS) traffic engineering constraint-based routing explicit routing
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