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Cross-Domain Time Synchronization in Software-Defined Time-Sensitive Networking 被引量:1
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作者 Zhang Xiaodong Shou Guochu +2 位作者 Li Hongxing Liu Yaqiong Hu Yihong 《China Communications》 2025年第9期289-306,共18页
The rise of time-sensitive applications with broad geographical scope drives the development of time-sensitive networking(TSN)from intra-domain to inter-domain to ensure overall end-to-end connectivity requirements in... The rise of time-sensitive applications with broad geographical scope drives the development of time-sensitive networking(TSN)from intra-domain to inter-domain to ensure overall end-to-end connectivity requirements in heterogeneous deployments.When multiple TSN networks interconnect over non-TSN networks,all devices in the network need to be syn-chronized by sharing a uniform time reference.How-ever,most non-TSN networks are best-effort.Path delay asymmetry and random noise accumulation can introduce unpredictable time errors during end-to-end time synchronization.These factors can degrade syn-chronization performance.Therefore,cross-domain time synchronization becomes a challenging issue for multiple TSN networks interconnected by non-TSN networks.This paper presents a cross-domain time synchronization scheme that follows the software-defined TSN(SD-TSN)paradigm.It utilizes a com-bined control plane constructed by a coordinate con-troller and a domain controller for centralized control and management of cross-domain time synchroniza-tion.The general operation flow of the cross-domain time synchronization process is designed.The mecha-nism of cross-domain time synchronization is revealed by introducing a synchronization model and an error compensation method.A TSN cross-domain proto-type testbed is constructed for verification.Results show that the scheme can achieve end-to-end high-precision time synchronization with accuracy and sta-bility. 展开更多
关键词 cross-domain time synchronization de-terministic communications error compensation software-defined networking(SDN) time-sensitive networking(TSN)
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Synchronization of a fractional-order chaotic memristive system and its application to secure image transmission
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作者 Lamia Chouchane Hamid Hamiche +2 位作者 Karim Kemih Ouerdia Megherbi Karim Labadi 《Chinese Physics B》 2025年第12期174-191,共18页
The dynamics of chaotic memristor-based systems offer promising potential for secure communication.However,existing solutions frequently suffer from drawbacks such as slow synchronization,low key diversity,and poor no... The dynamics of chaotic memristor-based systems offer promising potential for secure communication.However,existing solutions frequently suffer from drawbacks such as slow synchronization,low key diversity,and poor noise resistance.To overcome these issues,a novel fractional-order chaotic system incorporating a memristor emulator derived from the Shinriki oscillator is proposed.The main contribution lies in the enhanced dynamic complexity and flexibility of the proposed architecture,making it suitable for cryptographic applications.Furthermore,the feasibility of synchronization to ensure secure data transmission is demonstrated through the validation of two strategies:an active control method ensuring asymptotic convergence,and a finite-time control method enabling faster stabilization.The robustness of the scheme is confirmed by simulation results on a color image:χ^(2)=253/237/267(R/G/B);entropy≈7.993;correlations between adjacent pixels in all directions are close to zero(e.g.,-0.0318 vertically);and high number of pixel change rate and unified average changing intensity(e.g.,33.40%and 99.61%,respectively).Peak signal-to-noise ratio analysis shows that resilience to noise and external disturbances is maintained.It is shown that multiple fractional orders further enrich the chaotic behavior,increasing the systems suitability for secure communication in embedded environments.These findings highlight the relevance of fractional-order chaotic memristive systems for lightweight secure transmission applications. 展开更多
关键词 MEMRISTOR fractional-order chaotic system synchronization finite-time control active control CRYPTOGRAPHY secure communications
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Adaptive Time Synchronization in Time Sensitive-Wireless Sensor Networks Based on Stochastic Gradient Algorithms Framework
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作者 Ramadan Abdul-Rashid Mohd Amiruddin Abd Rahman +1 位作者 Kar Tim Chan Arun Kumar Sangaiah 《Computer Modeling in Engineering & Sciences》 2025年第3期2585-2616,共32页
This study proposes a novel time-synchronization protocol inspired by stochastic gradient algorithms.The clock model of each network node in this synchronizer is configured as a generic adaptive filter where different... This study proposes a novel time-synchronization protocol inspired by stochastic gradient algorithms.The clock model of each network node in this synchronizer is configured as a generic adaptive filter where different stochastic gradient algorithms can be adopted for adaptive clock frequency adjustments.The study analyzes the pairwise synchronization behavior of the protocol and proves the generalized convergence of the synchronization error and clock frequency.A novel closed-form expression is also derived for a generalized asymptotic error variance steady state.Steady and convergence analyses are then presented for the synchronization,with frequency adaptations done using least mean square(LMS),the Newton search,the gradient descent(GraDes),the normalized LMS(N-LMS),and the Sign-Data LMS algorithms.Results obtained from real-time experiments showed a better performance of our protocols as compared to the Average Proportional-Integral Synchronization Protocol(AvgPISync)regarding the impact of quantization error on synchronization accuracy,precision,and convergence time.This generalized approach to time synchronization allows flexibility in selecting a suitable protocol for different wireless sensor network applications. 展开更多
关键词 Wireless sensor network time synchronization stochastic gradient algorithm MULTI-HOP
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Exploring a novel approach to assessing surgical team collaboration:Evidence of brain activity synchronization
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作者 Shuyi(Kiana)Wang Ghazal Hashemi +1 位作者 Yao Zhang Bin Zheng 《Laparoscopic, Endoscopic and Robotic Surgery》 2025年第1期6-12,共7页
Objective:Interpersonal brain synchronization(IBS)has emerged as a significant concept in understanding collaborative team dynamics,with functional near-infrared spectroscopy(fNIRS)proving to be a vital tool in its as... Objective:Interpersonal brain synchronization(IBS)has emerged as a significant concept in understanding collaborative team dynamics,with functional near-infrared spectroscopy(fNIRS)proving to be a vital tool in its assessment.This review aims to collate and analyze the literature on the application of fNIRS in various team settings,emphasizing its potential utility in surgical environments.Methods:A thorough search and screening process across multiple databases resulted in 17 studies being reviewed,with a focus on the utilization of fNIRS to measure IBS in different collaborative tasks.This review examined the tasks employed,participant demographics,organizational structures of teams,methodologies for IBS measurement,and correlations between brain synchronization and behavioral measurements.Results:fNIRS emerged as a non-invasive,cost-effective,and portable tool,predominantly used to assess IBS in pair-based tasks with a variety of participant demographics.Wavelet transform coherence was the primary method used for measuring synchronization,particularly in the prefrontal brain region.A consistent correlation was found between increased brain synchronization and enhanced team performance,underscoring the potential of fNIRS in understanding and optimizing team dynamics.Conclusion:This review establishes fNIRS as a promising tool for investigating the neural mechanisms underlying team cooperation,providing invaluable insights for potential applications in surgical settings.While acknowledging the limitations in the current literature,the review highlights the need for further research with larger sample sizes and varied task complexities to solidify the understanding of IBS and its impact on team performance.The ultimate goal is to leverage fNIRS in assessing and improving surgical team dynamics,contributing to improved patient outcomes and safety. 展开更多
关键词 Functional near-infrared spectroscopy Interpersonal brain synchronization Team cognition Team performance Surgical team training
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老年患者血流感染肺炎克雷伯菌T6SS与耐药、毒力及临床危险因素相关性分析
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作者 陶沫沁 杜利君 +1 位作者 李红彦 邢晏 《西部医学》 2026年第1期99-104,共6页
目的探讨老年患者血流感染肺炎克雷伯菌T6SS的分布特征及其与菌株耐药性、毒力基因和临床危险因素的相关性,为临床诊疗与防控策略提供依据。方法收集本院2023年1月-12月老年患者血液标本来源的70株非重复肺炎克雷伯菌和相关临床数据,采... 目的探讨老年患者血流感染肺炎克雷伯菌T6SS的分布特征及其与菌株耐药性、毒力基因和临床危险因素的相关性,为临床诊疗与防控策略提供依据。方法收集本院2023年1月-12月老年患者血液标本来源的70株非重复肺炎克雷伯菌和相关临床数据,采用VITEK MS、VITEKR2Compact进行微生物鉴定及药敏实验,拉丝实验检测黏液表型,PCR方法检测T6SS基因(hcp、icmF、vgrG)和毒力基因(rmpA、rmpA2、iroB、iucA、peg344),多因素Logistic回归分析老年患者T6SS阳性肺炎克雷伯菌发生血流感染的独立危险因素。结果在70株老年患者血流感染肺炎克雷伯菌中,T6SS阳性菌株占22.86%(16/70)。与T6SS阴性菌株相比,T6SS阳性菌株对常用抗菌药物更敏感。T6SS阳性菌株的高黏液表型81.25%(13/16)和高毒力菌株56.25%(9/16)高于T6SS阴性菌株,差异具有统计学意义(P<0.05)。T6SS阳性菌株的5个毒力基因(rmpA、rmpA2、iroB、iucA、peg344)检出率均高于T6SS阴性菌株,差异具有统计学意义(均P<0.05)。多因素Logistic回归分析提示,社区获得性感染(OR=8.30)、糖尿病(OR=3.50)、肝胆疾病(OR=5.03)、入住ICU(OR=10.29)和炎症指标增高(白细胞计数OR=1.05、中性粒细胞百分数OR=1.03、C反应蛋白OR=1.02)是老年患者T6SS阳性肺炎克雷伯菌发生血流感染的独立危险因素。结论T6SS阳性肺炎克雷伯菌在老年患者血流感染患者中较为常见。T6SS阳性菌株具有“低耐药-高毒力”特点,社区获得性感染、糖尿病、肝胆疾病、入住ICU和炎症指标增高是老年患者T6SS阳性肺炎克雷伯菌发生血流感染的独立危险因素。 展开更多
关键词 肺炎克雷伯菌 老年患者 血流感染 T6ss 危险因素
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基于Gossip协议的高效集群数据同步方案 被引量:2
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作者 张宏海 崔斌豪 +3 位作者 李一鸣 田丰 贾永强 肖傲三 《北京航空航天大学学报》 北大核心 2025年第5期1629-1636,共8页
随着民航客票运价搜索系统业务的快速发展,系统集群内部网络流量规模不断增长。为了在高负载网络流量场景下,实现集群内部数据同步,提出基于Gossip协议的集群数据同步方案。所提方案从网络协议的传输层和应用层着手设计,在传输层使用用... 随着民航客票运价搜索系统业务的快速发展,系统集群内部网络流量规模不断增长。为了在高负载网络流量场景下,实现集群内部数据同步,提出基于Gossip协议的集群数据同步方案。所提方案从网络协议的传输层和应用层着手设计,在传输层使用用户数据报协议(UDP)来减少集群中节点间的连接数量和交互次数,从而实现数据在网络传输过程中的低流量、低耗时。在应用层使用Gossip传播协议来实现数据的最终一致性,保证数据传输的可靠性。通过传输层UDP传输协议和应用层Gossip传播协议相结合,保证了集群监控过程中数据同步的高效性和可靠性。 展开更多
关键词 GOssIP协议 数据同步 一致性算法 高性能集群 去中心化
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Projective synchronization in coupled fractional order chaotic Rossler system and its control 被引量:6
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作者 邵仕泉 高心 刘兴文 《Chinese Physics B》 SCIE EI CAS CSCD 2007年第9期2612-2615,共4页
This paper proposes a method to achieve projective synchronization of the fractional order chaotic Rossler system. First, construct the fractional order Rossler system's corresponding approximate integer order system... This paper proposes a method to achieve projective synchronization of the fractional order chaotic Rossler system. First, construct the fractional order Rossler system's corresponding approximate integer order system, then a control method based on a partially linear decomposition and negative feedback of state errors is utilized on the new integer order system. Mathematic analyses prove the feasibility and the numerical simulations show the effectiveness of the proposed method. 展开更多
关键词 fractional order chaos synchronization projective synchronization Rossler system
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ENGINEERING CHARACTERISTICS AND ITS MECHANISM EXPLANATION OF VIBRATORY SYNCHRONIZATION TRANSMISSION 被引量:11
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作者 XiongWanli WenBangchun DuanZhishan 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2004年第2期185-188,共4页
Vibratory synchronization transmission (VST) is a kind of special physicalphenomenon in inertia vibration mechanical systems. For an inertia vibration mechanical systemdriven by one pair of motors runs in step, even t... Vibratory synchronization transmission (VST) is a kind of special physicalphenomenon in inertia vibration mechanical systems. For an inertia vibration mechanical systemdriven by one pair of motors runs in step, even the power supply of one motor is cut off, the motorcan continue to keep rotating state under the vibration exciting of the machine body driven by onlyone other motor. And its rotating frequency will be the same as that of the other one. The transientprocess of this wonderful physical phenomenon has not been described quantitatively according tocurrent-existing mechanical models. On the basis of investigation of the engineering characteristicsof VST, a mechanical and electrical coupling mathematical model of a two-shaft inertia vibrationmachine is established. With this model, the transient process of VST is recurred quantitatively andsuccessfully, and a reasonable explanation is given. 展开更多
关键词 SELF-synchronization Vibratory synchronization transmission Mechanical andelectrical coupling
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Chaotic synchronization for a class of fractional-order chaotic systems 被引量:15
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作者 周平 《Chinese Physics B》 SCIE EI CAS CSCD 2007年第5期1263-1266,共4页
In this paper, a very simple synchronization method is presented for a class of fractional-order chaotic systems only via feedback control. The synchronization technique, based on the stability theory of fractional-or... In this paper, a very simple synchronization method is presented for a class of fractional-order chaotic systems only via feedback control. The synchronization technique, based on the stability theory of fractional-order systems, is simple and theoretically rigorous. 展开更多
关键词 synchronization fractional-order chaotic systems stability theory
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Generalized projective synchronization of a class of chaotic (hyperchaotic) systems with uncertain parameters 被引量:8
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作者 贾贞 陆君安 +1 位作者 邓光明 张群娇 《Chinese Physics B》 SCIE EI CAS CSCD 2007年第5期1246-1251,共6页
In this paper is investigated the generalized projective synchronization of a class of chaotic (or hyperchaotic) systems, in which certain parameters can be separated from uncertain parameters. Based on the adaptive... In this paper is investigated the generalized projective synchronization of a class of chaotic (or hyperchaotic) systems, in which certain parameters can be separated from uncertain parameters. Based on the adaptive technique, the globally generalized projective synchronization of two identical chaotic (hyperchaotic) systems is achieved by designing a novel nonlinear controller. Furthermore, the parameter identification is realized simultaneously. A sufficient condition for the globally projective synchronization is obtained. Finally, by taking the hyperchaotic L system as example, some numerical simulations are provided to demonstrate the effectiveness and feasibility of the proposed technique. 展开更多
关键词 Chaotic system hyperchaotic system generalized projective synchronization parameter identification
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Impulsive control for synchronization of nonlinear Rossler chaotic systems 被引量:7
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作者 李阳 廖晓峰 +1 位作者 李传东 陈果 《Chinese Physics B》 SCIE EI CAS CSCD 2006年第12期2890-2893,共4页
This paper reports that an impulsive control theory for synchronization of nonlinear Rossler chaotic systems is developed. A new framework for impulsive synchronization between such chaotic systems is presented, which... This paper reports that an impulsive control theory for synchronization of nonlinear Rossler chaotic systems is developed. A new framework for impulsive synchronization between such chaotic systems is presented, which makes the synchronization error system a linear impulsive control system. Therefore, it is easy to derive the impulsive synchronizution law. The proposed impulsive control scheme is illustrated by nonlinear Rossler chaotic systems and the simulation results demonstrate the effectiveness of the method. 展开更多
关键词 CHAOS impulsive synchronization Rossler's system
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Adaptive synchronization of chaos in permanent magnet synchronous motors based on passivity theory 被引量:3
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作者 韦笃取 张波 罗晓曙 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第3期121-125,共5页
An adaptive synchronization control method is proposed for chaotic permanent magnet synchronous motors based on the property of a passive system. We prove that the controller makes the synchronization error system bet... An adaptive synchronization control method is proposed for chaotic permanent magnet synchronous motors based on the property of a passive system. We prove that the controller makes the synchronization error system between the driving and the response systems not only passive but also asymptotically stable. The simulation results show that the proposed method is effective and robust against uncertainties in the systemic parameters. 展开更多
关键词 passivity theory synchronization control adaptive law permanent magnet synchronous motor
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A new output feedback synchronization theorem for a class of chaotic systems with a scalar transmitted signal 被引量:3
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作者 卢俊国 《Chinese Physics B》 SCIE EI CAS CSCD 2006年第1期83-88,共6页
This paper proposes a new, simple and yet applicable output feedback synchronization theorem for a large class of chaotic systems. We take a linear combination of drive system state variables as a scale-driving signal... This paper proposes a new, simple and yet applicable output feedback synchronization theorem for a large class of chaotic systems. We take a linear combination of drive system state variables as a scale-driving signal. It is proved that synchronization between the drive and the response systems can be obtained via a simple linear output error feedback control. The linear feedback gain is a function of a free parameter. The approach is illustrated using the RSssler hyperchaotic systems and Chua's chaotic oscillators. 展开更多
关键词 chaos HYPERCHAOS synchronization
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PPP-ss-O@Rg3胶束冷冻干燥保护剂的选择
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作者 贾莉 张卫敏 马兰 《广州化工》 2025年第10期108-110,114,共4页
通过考察冷冻干燥保护剂种类及比例,筛选出了PPP-ss-O@Rg3胶束的冷冻干燥保护剂。实验测定胶束溶液冷冻干燥后的外观、再分散速度、粒径和包封率,考察了多种糖类单独及联合使用作对胶束冻干过程保护作用。结果表明,在外观和再分散速度方... 通过考察冷冻干燥保护剂种类及比例,筛选出了PPP-ss-O@Rg3胶束的冷冻干燥保护剂。实验测定胶束溶液冷冻干燥后的外观、再分散速度、粒径和包封率,考察了多种糖类单独及联合使用作对胶束冻干过程保护作用。结果表明,在外观和再分散速度方面,甘露醇在略显优势;在粒径和包封率方面,海藻糖效果较为理想。进一步研究确定甘露醇-海藻糖(3%+7%)二元体系可显著优化PPP-ss-O@Rg3冻干制剂的理化特性。本研究为开发稳定完整的PPP-ss-O@Rg3胶束递送系统提供了理论依据。 展开更多
关键词 冷冻干燥保护剂 甘露醇 海藻糖 PPP-ss-O@Rg3胶束
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Adaptive lag synchronization of uncertain dynamical systems with time delays via simple transmission lag feedback 被引量:4
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作者 顾卫东 孙志勇 +1 位作者 吴晓明 于长斌 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第8期346-355,共10页
In this paper we present an adaptive scheme to achieve lag synchronization for uncertain dynamical systems with time delays and unknown parameters. In contrast to the nonlinear feedback scheme reported in the previous... In this paper we present an adaptive scheme to achieve lag synchronization for uncertain dynamical systems with time delays and unknown parameters. In contrast to the nonlinear feedback scheme reported in the previous literature, the proposed controller is a linear one which only involves simple feedback information from the drive system with signal popagation lags. Besides, the unknown parameters can also be identified via the proposed updating laws in spite of the existence of model delays and transmission lags, as long as the linear independence condition between the related function elements is satisfied. Two examples, i.e., the Mackey-Glass model with single delay and the Lorenz system with multiple delays, are employed to show the effectiveness of this approach. Some robustness issues are also discussed, which shows that the proposed scheme is quite robust in switching and noisy environment. 展开更多
关键词 adaptive feedback time delay lag synchronization parameter identification noise perturbation
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Successive lag synchronization on dynamical networks with communication delay 被引量:3
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作者 张新建 韦爱举 李科赞 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第3期466-472,共7页
In this paper, successive lag synchronization (SLS) on a dynamical network with communication delay is investigated. In order to achieve SLS on the dynamical network with communication delay, we design linear feedba... In this paper, successive lag synchronization (SLS) on a dynamical network with communication delay is investigated. In order to achieve SLS on the dynamical network with communication delay, we design linear feedback control and adaptive control, respectively. By using the Lyapunov function method, we obtain some sufficient conditions for global stability of SLS. To verify these results, some numerical examples are further presented. This work may find potential applications in consensus of multi-agent systems. 展开更多
关键词 successive lag synchronization dynamical network communication delay feedback control
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Passive control and synchronization of hyperchaotic Chen system 被引量:2
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作者 张群娇 陆君安 《Chinese Physics B》 SCIE EI CAS CSCD 2008年第2期492-497,共6页
This paper investigates the control and synchronization of hyperchaotic Chen system based on the passive theory. By using two outputs, novel passive controllers are respectively designed to realize the globally asympt... This paper investigates the control and synchronization of hyperchaotic Chen system based on the passive theory. By using two outputs, novel passive controllers are respectively designed to realize the globally asymptotical stability of the hyperchaotic Chen system and the error dynamical system, which avoids mistakes in Ref.[11], where function W(z) cannot guarantee that fo(z) is globally asymptotically stable via only one output and W(z) is the Lyapunov function of f0(z). Furthermore, numerical simulations are given to show the effectiveness of our method. 展开更多
关键词 hyperchaotic Chen system passive control STABILITY synchronization
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Synchronization and parameter identification of one class of realistic chaotic circuit 被引量:2
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作者 王春妮 马军 +1 位作者 褚润通 李世荣 《Chinese Physics B》 SCIE EI CAS CSCD 2009年第9期3766-3771,共6页
In this paper, the synchronization and the parameter identification of the chaotic Pikovsky-Rabinovich (PR) circuits are investigated. The linear error of the second corresponding variables is used to change the dri... In this paper, the synchronization and the parameter identification of the chaotic Pikovsky-Rabinovich (PR) circuits are investigated. The linear error of the second corresponding variables is used to change the driven chaotic PR circuit, and the complete synchronization of the two identical chaotic PR circuits is realized with feedback intensity k increasing to a certain threshold. The Lyapunov exponents of the chaotic PR circuits are calculated by using different feedback intensities and our results are confirmed. The case where the two chaotic PR circuits are not identical is also investigated. A general positive Lyapunov function V, which consists of all the errors of the corresponding variables and parameters and changeable gain coefficient, is constructed by using the Lyapunov stability theory to study the parameter identification and complete synchronization of two nomidentical chaotic circuits. The controllers and the parameter observers could be obtained analytically only by simplifying the criterion dV/dt 〈 0 (differential coefficient of Lyapunov function V with respect to time is negative). It is confirmed that the two non-identical chaotic PR circuits could still reach complete synchronization and all the unknown parameters in the drive system are estimated exactly within a short transient period. 展开更多
关键词 Pikovsky Rabinovich parameter identification CHAOS adaptive synchronization
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Fiber-based multiple access timing signal synchronization technique 被引量:2
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作者 袁一博 王波 +1 位作者 高超 王力军 《Chinese Physics B》 SCIE EI CAS CSCD 2017年第4期132-137,共6页
A fiber-based,multiple access timing signal synchronization scheme is demonstrated.By coupling out the bidirectional transmission signals,a highly stable timing signal can be recovered at arbitrary points along the fi... A fiber-based,multiple access timing signal synchronization scheme is demonstrated.By coupling out the bidirectional transmission signals,a highly stable timing signal can be recovered at arbitrary points along the fiber with the help of the loop delay message broadcasted via ethernet from the local module.The experiment is carried out on a 30-km fiber placed in a temperature-controlled box.In one-day period,when the round trip fiber transfer delay fluctuation is60 ns,the fluctuations of the stabilized timing signal from the download and the remote modules were only ±125 ps and±100 ps,respectively.Also,the system error caused by transmission path asymmetry and thermal drift is calibrated,and a100-ps magnitude synchronization accuracy is realized.This method could provide new insights into the construction of a fiber-based time transfer network. 展开更多
关键词 time synchronization multiple access time transfer
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The signal synchronization transmission of a spatiotemporal chaos network constituted by a laser phase-conjugate wave 被引量:2
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作者 李文琳 李淑凤 李钢 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第6期288-292,共5页
The signal synchronization transmission of a spatiotemporal chaos network is investigated. The structure of the coupling function between connected nodes of the complex network and the value range of the linear term c... The signal synchronization transmission of a spatiotemporal chaos network is investigated. The structure of the coupling function between connected nodes of the complex network and the value range of the linear term coefficient of the separated configuration in state equation of the node are obtained through constructing an appropriate Lyapunov function. Each node of the complex network is a laser spatiotemporal chaos model in which the phase-conjugate wave and the unilateral coupled map lattice are taken as a local function and a spatially extended system, respectively. The simulation results show the effectiveness of the signal synchronization transmission principle of the network. 展开更多
关键词 synchronization complex network spatiotemporal chaos phase-conjugate wave
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