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A Routing Algorithm for Distributed Optimal Double Loop Computer Networks
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作者 Li Layuan(Department of Electrical Engineering and Computer Science.Wuhan University of Water Transportation, Wuhan 430063, P. R. China) 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 1994年第1期37-43,共7页
A routing algorithm for distributed optimal double loop computer networks is proposed and analyzed. In this paper, the routing algorithm rule is described, and the procedures realizing the algorithm are given. The pr... A routing algorithm for distributed optimal double loop computer networks is proposed and analyzed. In this paper, the routing algorithm rule is described, and the procedures realizing the algorithm are given. The proposed algorithm is shown to be optimal and robust for optimal double loop. In the absence of failures,the algorithm can send a packet along the shortest path to destination; when there are failures,the packet can bypasss failed nodes and links. 展开更多
关键词 computer networks Double loop routing algorithm
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Multi-QoS routing algorithm based on reinforcement learning for LEO satellite networks 被引量:1
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作者 ZHANG Yifan DONG Tao +1 位作者 LIU Zhihui JIN Shichao 《Journal of Systems Engineering and Electronics》 2025年第1期37-47,共11页
Low Earth orbit(LEO)satellite networks exhibit distinct characteristics,e.g.,limited resources of individual satellite nodes and dynamic network topology,which have brought many challenges for routing algorithms.To sa... Low Earth orbit(LEO)satellite networks exhibit distinct characteristics,e.g.,limited resources of individual satellite nodes and dynamic network topology,which have brought many challenges for routing algorithms.To satisfy quality of service(QoS)requirements of various users,it is critical to research efficient routing strategies to fully utilize satellite resources.This paper proposes a multi-QoS information optimized routing algorithm based on reinforcement learning for LEO satellite networks,which guarantees high level assurance demand services to be prioritized under limited satellite resources while considering the load balancing performance of the satellite networks for low level assurance demand services to ensure the full and effective utilization of satellite resources.An auxiliary path search algorithm is proposed to accelerate the convergence of satellite routing algorithm.Simulation results show that the generated routing strategy can timely process and fully meet the QoS demands of high assurance services while effectively improving the load balancing performance of the link. 展开更多
关键词 low Earth orbit(LEO)satellite network reinforcement learning multi-quality of service(QoS) routing algorithm
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Congestion aware routing algorithm for delay-disruption tolerance networks 被引量:4
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作者 陶勇 龚正虎 +1 位作者 林亚平 周四望 《Journal of Central South University》 SCIE EI CAS 2011年第1期133-139,共7页
There were many contradictory evaluation criteria to select next-hop in the delay-disruption tolerance networks(DTN).To solve this problem,an attribute hierarchical model was proposed,in which the predefined criteria ... There were many contradictory evaluation criteria to select next-hop in the delay-disruption tolerance networks(DTN).To solve this problem,an attribute hierarchical model was proposed,in which the predefined criteria were summarized as static identity attributes,forwarding desire attributes and delivery capability attributes(IDC).Based on this model,a novel multi-attributes congestion aware routing(MACAR) scheme with uncertain information for next-hop selection was presented,by adopting an decision theory to aggregate attributes with belief structure and computing partial ordering relations.The simulation results show that MACAR presents higher successful delivery rate,lower average delay and effectively alleviate congestion. 展开更多
关键词 delay-disruption tolerant network congestion control routing algorithm custody transfer
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A reliable routing algorithm based on fuzzy Petri net in mobile ad hoc networks 被引量:2
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作者 胡志刚 马好 +1 位作者 王国军 廖麟 《Journal of Central South University of Technology》 EI 2005年第6期714-719,共6页
A novel reliable routing algorithm in mobile ad hoc networks using fuzzy Petri net with its reasoning mechanism was proposed to increase the reliability during the routing selection. The algorithm allows the structure... A novel reliable routing algorithm in mobile ad hoc networks using fuzzy Petri net with its reasoning mechanism was proposed to increase the reliability during the routing selection. The algorithm allows the structured representation of network topology, which has a fuzzy reasoning mechanism for finding the routing sprouting tree from the source node to the destination node in the mobile ad boc environment. Finally, by comparing the degree of reliability in the routing sprouting tree, the most reliable route can be computed. The algorithm not only offers the local reliability between each neighboring node, but also provides global reliability for the whole selected route. The algorithm can be applied to most existing on-demand routing protocols, and the simulation results show that the routing reliability is increased by more than 80% when applying the proposed algorithm to the ad hoc on demand distance vector routing protocol. 展开更多
关键词 mobile ad hoe network fuzzy Petri net certainty factor ad hoc on demand distance vector routing algorithm
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QoS multicast routing algorithm based on GA 被引量:10
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作者 李腊元 李春林 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2004年第1期90-97,共8页
The multicast routing problem with multiple QoS constraints in networks with uncertain parameters is discussed, and a network model that is suitable to research such QoS multicast routing problem is described. The QMR... The multicast routing problem with multiple QoS constraints in networks with uncertain parameters is discussed, and a network model that is suitable to research such QoS multicast routing problem is described. The QMRGA, a multicast routing policy for Internet, mobile network or other highperformance networks is mainly presented, which is based on the genetic algorithm(GA), and can provide QoSsensitive paths in a scalable and flexible way in the network environment with uncertain parameters. The QMRGA can also optimize the network resources such as bandwidth and delay, and can converge to the optimal or nearoptimal solution within few iterations, even for the network environment with uncertain parameters. The incremental rate of computational cost can be close to a polynomial and is less than exponential rate. The performance measures of the QMRGA are evaluated by using simulations. The results show that QMRGA provides an available approach to QoS multicast routing in network environment with uncertain parameters. 展开更多
关键词 multicast routing QOS genetic algorithm network with uncertain parameters
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Anycast service model and its QoS routing algorithm 被引量:11
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作者 WANG Jian xin, CHEN Song qiao, CHEN Jian er (College of Information Science and Engineering, Central South University, Changsha 410083, China) 《Journal of Central South University of Technology》 2001年第2期135-139,共5页
In the Internet, a group of replicated servers is commonly used in order to improve the scalability of network service. Anycast service is a new network service that can improve network load distribution and simplify ... In the Internet, a group of replicated servers is commonly used in order to improve the scalability of network service. Anycast service is a new network service that can improve network load distribution and simplify certain applications. In this paper, the authors described a simple anycast service model in the Internet without significant affecting the routing and protocol processing infrastructure that was already in place, and proposed an anycast QoS routing algorithm for this model. The algorithm used randomized method to balance network load and improve its performance. Several new techniques are proposed in the algorithm, first, theminimum hops for each node are used in the algorithm, which are used as metric for computing the probability of possible out links. The metric is pre computed for each node in the network, which can simplify the network complexity and provide the routing process with useful information. Second, randomness is used at the link level and depends dynamically on the routing configuration. This provides great flexibility for the routing process, prevents the routing process from overusing certain fixed routing paths, and adequately balances the delay of the routing path. the authors assess the quality of QoS algorithm in terms of the acceptance ratio on anycast QoS requests, and the simulation results on a variety of network topologies and on various parameters show that the algorithm has good performances and can balance network load effectively. 展开更多
关键词 QOS anycast service network routing randomized algorithm
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Joint channel assignment and cross-layer routing protocol for multi-radio multi-channel Ad Hoc networks 被引量:2
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作者 Yang Lu Junming Guan +1 位作者 Zhen Wei Qilin Wu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2010年第6期1095-1102,共8页
To study multi-radio multi-channel (MR-MC) Ad Hoc networks based on 802.11, an efficient cross-layer routing protocol with the function of joint channel assignment, called joint channel assignment and cross-layer ro... To study multi-radio multi-channel (MR-MC) Ad Hoc networks based on 802.11, an efficient cross-layer routing protocol with the function of joint channel assignment, called joint channel assignment and cross-layer routing (JCACR), is presented. Firstly, this paper introduces a new concept called channel utilization percentage (CUP), which is for measuring the contention level of different channels in a node’s neighborhood, and deduces its optimal value for determining whether a channel is overloaded or not. Then, a metric parameter named channel selection metric (CSM) is designed, which actually reffects not only the channel status but also corresponding node’s capacity to seize it. JCACR evaluates channel assignment by CSM, performs a local optimization by assigning each node a channel with the smaller CSM value, and changes the working channel dynamically when the channel is overloaded. Therefore, the network load balancing can be achieved. In addition, simulation shows that, when compared with the protocol of weighted cumulative expected transfer time (WCETT), the new protocol can improve the network throughput and reduce the end-to-end average delay with fewer overheads. 展开更多
关键词 Ad Hoc network multi-radio multi-channel channel assignment routing protocol channel utilization percentage.
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Distributed QoS multicast routing protocol in ad hoc networks 被引量:1
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作者 Sun Baolin Li Layuan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第3期692-698,共7页
Quality of service (QoS) routing and multicasting protocols in ad hoc networks are face with the challenge of delivering data to destinations through multihop routes in the presence of node movements and topology ch... Quality of service (QoS) routing and multicasting protocols in ad hoc networks are face with the challenge of delivering data to destinations through multihop routes in the presence of node movements and topology changes. The multicast routing problem with multiple QoS constraints is discussed, which may deal with the delay, bandwidth and cost metrics, and describes a network model for researching the ad hoc networks QoS multicast routing problem. It presents a distributed QoS multicast routing protocol (DQMRP). The proof of correctness and complenty analysis of the DQMRP are also given. Simulation results show that the multicast tree optimized by DQMRP is better than other protocols and is fitter for the network situations with frequently changed status and the realtime multimedia application. It is an available approach to multicast routing decision with multiple QoS constraints. 展开更多
关键词 ad hoc network multicast routing routing protocol QoS.
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Component based ant routing protocols analysis over mobile ad hoc networks 被引量:1
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作者 曲大鹏 王兴伟 黄敏 《Journal of Central South University》 SCIE EI CAS 2013年第9期2378-2387,共10页
To deeply exploit the mechanisms of ant colony optimization (ACO) applied to develop routing in mobile ad hoe networks (MANETS),some existing representative ant colony routing protocols were analyzed and compared.... To deeply exploit the mechanisms of ant colony optimization (ACO) applied to develop routing in mobile ad hoe networks (MANETS),some existing representative ant colony routing protocols were analyzed and compared.The analysis results show that every routing protocol has its own characteristics and competitive environment.No routing protocol is better than others in all aspects.Therefore,based on no free lunch theory,ant routing protocols were decomposed into three key components:route discovery,route maintenance (including route refreshing and route failure handling) and data forwarding.Moreover,component based ant routing protocol (CBAR) was proposed.For purpose of analysis,it only maintained basic ant routing process,and it was simple and efficient with a low overhead.Subsequently,different mechanisms used in every component and their effect on performance were analyzed and tested by simulations.Finally,future research strategies and trends were also summarized. 展开更多
关键词 routing protocol mobile ad hoc networks ant colony optimization route discovery route maintenance data forwarding
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A Genetic Algorithm for Routing in Packet-Switched Communication Networks 被引量:1
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作者 He Cuihong Ou Yishan Li Xianji (Guangdong Institute of Technology,Guangzhou 510090) 《通信学报》 EI CSCD 北大核心 1997年第3期44-53,共10页
AGeneticAlgorithmforRoutinginPacket┐SwitchedCommunicationNetworksHeCuihongOuYishanLiXianji(GuangdongInstitut... AGeneticAlgorithmforRoutinginPacket┐SwitchedCommunicationNetworksHeCuihongOuYishanLiXianji(GuangdongInstituteofTechnology,Gua... 展开更多
关键词 包交换 通信网络 路由算法 遗传算法
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Study on Optimal Topology for Computer Local Double Loop Networks
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作者 Li LayuanWuhan University of Water Transportation Engineering, Wuhan 430063, P.R.China 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 1992年第4期37-52,共16页
A dist ributed optimal local double loop (DOLDL) network is presented. Emphasis is laid on the topology and distributed routing algorithms for the DOLDL. On the basis of building an abstract model, a set of definition... A dist ributed optimal local double loop (DOLDL) network is presented. Emphasis is laid on the topology and distributed routing algorithms for the DOLDL. On the basis of building an abstract model, a set of definitions and theorems are described and proved. An algorithm which can optimize the double loop networks is presented. The optimal values of the topologic parameters for the DOLDL have been obtained by the algorithm, and these numerical results are analyzed. The study shows that the bounds of the optimal diameter d and average hop distance a for this class of networks are [3N- 2]≤d≤[3N ] and (5N/9 (N-1))-(3N -1.8)<a<(5N/9(N-1)) (3N -0.9),respectively (N is the number of nodes in the network ). A class of the distributed routing algorithms for the DOLDL and the implementation procedure of an adaptive fault-tolerant algorithm are proposed and analyzed. The correctness of the algorithm has also been verified by simulating. 展开更多
关键词 Local networks Loop networks Optimal topology Distributed routing algorithm.
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Prediction-based protocol for mobile target tracking in wireless sensor networks 被引量:3
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作者 Liang Xue Zhixin Liu Xinping Guan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第2期347-352,共6页
Remote tracking for mobile targets is one of the most important applications in wireless sensor networks (WSNs). A target tracking protoco–exponential distributed predictive tracking (EDPT) is proposed. To reduce... Remote tracking for mobile targets is one of the most important applications in wireless sensor networks (WSNs). A target tracking protoco–exponential distributed predictive tracking (EDPT) is proposed. To reduce energy waste and response time, an improved predictive algorithm–exponential smoothing predictive algorithm (ESPA) is presented. With the aid of an additive proportion and differential (PD) controller, ESPA decreases the system predictive delay effectively. As a recovery mechanism, an optimal searching radius (OSR) algorithm is applied to calculate the optimal radius of the recovery zone. The simulation results validate that the proposed EDPT protocol performes better in terms of track failed ratio, energy waste ratio and enlarged sensing nodes ratio, respectively. 展开更多
关键词 wireless sensor network target tracking protocol predictive algorithm recovery mechanism.
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Algorithmof communication network reliability combining links,nodes and capacity 被引量:1
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作者 戴伏生 宋立众 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2005年第3期550-556,共7页
The conception of the normalized reliability index weighted by capacity is introduced, which combing the communication capacity, the reliability probability of exchange nodes and the reliability probability of the tra... The conception of the normalized reliability index weighted by capacity is introduced, which combing the communication capacity, the reliability probability of exchange nodes and the reliability probability of the transmission links, in order to estimate the reliability performance of communication network comprehensively and objectively. To realize the full algebraic calculation, the key problem should be resolved, which is to find an algorithm to calculate all the routes between nodes of a network. A kind of logic algebraic algorithm of network routes is studied and based on this algorithm, the full algebraic algorithm of normalized reliability index weighted by capacity is studied. For this algorithm, it is easy to design program and the calculation of reliability index is finished, which is the foundation of the comprehensive and objective estimation of communication networks. The calculation procedure of the algorithm is introduced through typical examples and the results verify the algorithm. 展开更多
关键词 communication network route algorithm RELIABILITY communication capacity.
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Flooding attack and defence in Ad hoc networks 被引量:5
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作者 Yi Ping Hou Yafei +2 位作者 Zhong Yiping Zhang Shiyong Dai Zhoulin 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第2期410-416,共7页
Mobile ad hoc networks are particularly vulnerable to denial of service (DOS) attacks launched through compromised nodes or intruders. In this paper, we present a new DOS attack and its defense in ad hoc networks. T... Mobile ad hoc networks are particularly vulnerable to denial of service (DOS) attacks launched through compromised nodes or intruders. In this paper, we present a new DOS attack and its defense in ad hoc networks. The new DOS attack, called AA hoc Flooding Attack(AHFA), is that intruder broadcasts mass Route Request packets to exhaust the communication bandwidth and node resource so that the valid communication can not be kept. After analyzed AM hoc Flooding Attack, we develop Flooding Attack Prevention (FAP), a genetic defense against the AM hoc Flooding Attack. When the intruder broadcasts exceeding packets of Route Request, the immediate neighbors of the intruder record the rate of Route Request. Once the threshold is exceeded, nodes deny any future request packets from the intruder. The results of our implementation show FAP can prevent the AM hoe Flooding attack efficiently. 展开更多
关键词 computer networks SECURITY mobile Ad hoe networks routing protocol denial of service Ad hoc flooding attack.
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A Recovery Algorithm for Self-Stabilizing Communication Protocols 被引量:1
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作者 Li Layuan & Li Chunlin (Department of Computer Science & Technology, Wuhan nansportation University, 430063, P. R. China) 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2000年第1期38-46,共9页
This paper presents a recovery algorithm for self-stabilizing communication protocols. It first describes some concepts and a formal description method for the algorithm. Then it proposes the algorithm procedures, pro... This paper presents a recovery algorithm for self-stabilizing communication protocols. It first describes some concepts and a formal description method for the algorithm. Then it proposes the algorithm procedures, proves its correctness and analyses its complexity. Finally, it also verifies the availability and efficiency of the algorithm by illustrating an example protocol with multi-processes. 展开更多
关键词 computer networks Communication protocols Recovery algorithm SELF-STABILIZATION Multimedia communication networks.
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The Algorithms for Achieving Global States and Self-Stabilization for Communication Protocols
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作者 Li Layuan & Li Chunlin(Department of Computer Science & Engineering. Wuhan Transportation University,430063,P . R. China) 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 1999年第4期34-41,共8页
This paper discusses the algorithms for achieving global states and self-stabilizationfor communication protocols. It first describes a primary algorithm including its suitability forachieving global states and limita... This paper discusses the algorithms for achieving global states and self-stabilizationfor communication protocols. It first describes a primary algorithm including its suitability forachieving global states and limitation of self-stabilization for communication protocols, and thenpresents an improved algorithm that can be suitable to achieve global states and can be also usedto self-stabilizing communication protocols. Filially, it gives the proof of correctness and analysis ofcomplexity of the improved algorithm, and verifies its availability and efficiency by illustrating anexample protocol. 展开更多
关键词 Communication protocols algorithm for achieving global states Self-stabilization computer networks Multimedia communication networks.
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Distributed intrusion detection for mobile ad hoc networks 被引量:7
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作者 Yi Ping Jiang Xinghao +1 位作者 Wu Yue Liu Ning 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第4期851-859,共9页
Mobile ad hoc networking (MANET) has become an exciting and important technology in recent years, because of the rapid proliferation of wireless devices. Mobile ad hoc networks is highly vulnerable to attacks due to... Mobile ad hoc networking (MANET) has become an exciting and important technology in recent years, because of the rapid proliferation of wireless devices. Mobile ad hoc networks is highly vulnerable to attacks due to the open medium, dynamically changing network topology, cooperative algorithms, and lack of centralized monitoring and management point. The traditional way of protecting networks with firewalls and encryption software is no longer sufficient and effective for those features. A distributed intrusion detection approach based on timed automata is given. A cluster-based detection scheme is presented, where periodically a node is elected as the monitor node for a cluster. These monitor nodes can not only make local intrusion detection decisions, but also cooperatively take part in global intrusion detection. And then the timed automata is constructed by the way of manually abstracting the correct behaviours of the node according to the routing protocol of dynamic source routing (DSR). The monitor nodes can verify the behaviour of every nodes by timed automata, and validly detect real-time attacks without signatures of intrusion or trained data. Compared with the architecture where each node is its own IDS agent, the approach is much more efficient while maintaining the same level of effectiveness. Finally, the intrusion detection method is evaluated through simulation experiments. 展开更多
关键词 mobile ad hoc networks routing protocol SECURITY intrusion detection timed automata.
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Quantitative and qualitative correlation analysis of optimal route discovery for vehicular ad-hoc networks
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作者 MUKUND B.Wagh GOMATHI N. 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第7期1732-1745,共14页
Vehicular ad-hoc networks (VANETs) are a significant field in the intelligent transportation system (ITS) for improving road security. The interaction among the vehicles is enclosed under VANETs. Many experiments ... Vehicular ad-hoc networks (VANETs) are a significant field in the intelligent transportation system (ITS) for improving road security. The interaction among the vehicles is enclosed under VANETs. Many experiments have been performed in the region of VANET improvement. A familiar challenge that occurs is obtaining various constrained quality of service (QoS) metrics. For resolving this issue, this study obtains a cost design for the vehicle routing issue by focusing on the QoS metrics such as collision, travel cost, awareness, and congestion. The awareness of QoS is fuzzified into a price design that comprises the entire cost of routing. As the genetic algorithm (GA) endures from the most significant challenges such as complexity, unassisted issues in mutation, detecting slow convergence, global maxima, multifaceted features under genetic coding, and better fitting, the currently established lion algorithm (LA) is employed. The computation is analyzed by deploying three well-known studies such as cost analysis, convergence analysis, and complexity investigations. A numerical analysis with quantitative outcome has also been studied based on the obtained correlation analysis among various cost functions. It is found that LA performs better than GA with a reduction in complexity and routing cost. 展开更多
关键词 vehicular ad-hoc network lion algorithm fuzzy quality of service routing
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基于多Agent模型的网络协同探测系统
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作者 刘妍蕾 李勇 +2 位作者 韩俊飞 王鹏 王蓓 《沈阳工业大学学报》 北大核心 2025年第2期265-272,共8页
【目的】在网络技术迅猛发展的背景下,传统网络探测技术因效率和准确性不高,难以适应复杂的网络管理需求。尤其在电力通信网中,网络流量、结构和负载的统计与管理变得复杂,导致网络安全事件发生时,网络管理技术人员难以迅速提出有效的... 【目的】在网络技术迅猛发展的背景下,传统网络探测技术因效率和准确性不高,难以适应复杂的网络管理需求。尤其在电力通信网中,网络流量、结构和负载的统计与管理变得复杂,导致网络安全事件发生时,网络管理技术人员难以迅速提出有效的补救方案,影响互联网服务质量和社会秩序。因此,提出了基于多Agent模型的网络协同探测系统,旨在提高网络探测的效率和准确性。【方法】通过综合使用主动和被动探测的网络拓扑算法,并集成多种Agent和动态决策机制,显著提升了网络探测的效率和准确性。主动式探测技术利用Traceroute算法发现网络中的活动设备和开放端口,而被动式探测技术根据SNMP等协议收集网络流量中的详细信息,两者结合获得更完整的网络资产视图。设计了融合主动式与被动式网络探测技术的模块部署与技术架构,并建立了分布式探测系统组织结构。【结果】仿真实验与分析结果表明,在相同测试环境和流程下,与单一的被动式和主动式网络探测系统相比,网络协同探测系统在耗时较少的情况下,具有更强的通信性能和更短的探测时间。【结论】网络协同探测系统在仿真实验中展现出优越的通信性能和探测效率,能够在短时间内探知到更多的主机,且数据流量更大,覆盖范围更广,进一步验证了该系统的可行性和有效性。实际测试中,在包含多种操作系统的复杂网络环境下,基于多Agent模型的网络协同探测系统探知到的主机数量最多,且能够明确主机操作系统的组成。该系统不仅提高了网络探测的效率和准确性,而且对实时性要求较高的应用场景具有重要意义,有助于提升网络管理的响应速度和处理能力,对网络安全和优化具有重要的理论和实践价值。对于能够满足广泛工程需求的网络协同探测系统而言,其理论机理及探测时间仍然存在一定的优化和提升空间,这也是网络探测研究领域的核心问题。 展开更多
关键词 网络探测 多AGENT模型 拓扑信息 决策算法 简单网络管理协议 地址解析协议 通信机制
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车载时间敏感网络路径规划算法研究
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作者 张旭东 温雅 +3 位作者 刘颖群 邹渊 孙文景 吴紫妍 《汽车工程》 北大核心 2025年第3期391-401,411,共12页
随着智能网联汽车电子电气架构的快速发展,对车内通信网络的实时可靠性提出了更高要求。在此背景下,时间敏感网络(TSN)日益成为实现该目标的关键技术。本文针对IEEE 802.1CB协议,实现了其在车载网络中的应用,填补了现有研究在链路冗余... 随着智能网联汽车电子电气架构的快速发展,对车内通信网络的实时可靠性提出了更高要求。在此背景下,时间敏感网络(TSN)日益成为实现该目标的关键技术。本文针对IEEE 802.1CB协议,实现了其在车载网络中的应用,填补了现有研究在链路冗余传输与路由规划方面结合使用的空白。提出了一种创新的多径路由策略,通过主路径和冗余路径的多路传输,兼顾了网络效率和可靠性。研究核心包括:一种基于NSGA2的主路径路由算法,通过智能路径规划实现了负载均衡与低延迟的双目标;一种改进的Dijkstra冗余路径路由算法,满足了不同优先级信息流的高可靠传输要求。最后,提出了一套软硬件结合的试验方案,试验证明本文所提算法在综合负载均衡度和端到端延时效果上优于其他对比算法18.19%~62.29%,并提升网络可靠性19.18%~42.87%。 展开更多
关键词 时间敏感网络 路由规划 链路冗余传输 NSGA2算法 DIJKSTRA算法
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