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A distributed on-demand bandwidth-constrained multicast routing protocol for wireless ad hoc networks 被引量:1
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作者 余燕平 倪玲玲 郑元琰 《Journal of Southeast University(English Edition)》 EI CAS 2015年第1期5-11,共7页
To meet the bandwidth requirement for the multicasting data flow in ad hoc networks, a distributed on- demand bandwidth-constrained multicast routing (BCMR) protocol for wireless ad hoc networks is proposed. With th... To meet the bandwidth requirement for the multicasting data flow in ad hoc networks, a distributed on- demand bandwidth-constrained multicast routing (BCMR) protocol for wireless ad hoc networks is proposed. With this protocol, the resource reservation table of each node will record the bandwidth requirements of data flows, which access itself, its neighbor nodes and hidden nodes, and every node calculates the remaining available bandwidth by deducting the bandwidth reserved in the resource reservation table from the total available bandwidth of the node. Moreover, the BCMR searches in a distributed manner for the paths with the shortest delay conditioned by the bandwidth constraint. Simulation results demonstrate the good performance of BCMR in terms of packet delivery reliability and the delay. BCMR can meet the requirements of real time communication and can be used in the multicast applications with low mobility in wireless ad hoc networks. 展开更多
关键词 wireless ad hoc networks multicast routing bandwidth satisfaction on-demand multicast routing distributed multicast routing QoS multicast routing
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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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MINIMIZING INTERMEDIATE MULTICAST ROUTING FOR DYNAMIC MULTI-HOP AD HOC NETWORKS
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作者 Yu Quan Wu Kejun +1 位作者 Luo Guoming Jin Yongxin 《Journal of Electronics(China)》 2007年第3期412-416,共5页
A Minimizing Intermediate Multicast Routing protocol (MIMR) is proposed for dynamic multi-hop ad hoc networks. In MIMR,multicast sessions are created and released only by source nodes. In each multicast session proces... A Minimizing Intermediate Multicast Routing protocol (MIMR) is proposed for dynamic multi-hop ad hoc networks. In MIMR,multicast sessions are created and released only by source nodes. In each multicast session process,the source node keeps a list of intermediate nodes and destinations,which is encapsulated into the packet header when the source node sends a multicast packet. Nodes receiving multicast packets decide to accept or forward the packet according to the list. Depending on topology matrix maintained by unicast routing,the shortest virtual hierarchy routing tree is con-structed by improved Dijkstra algorithm. MIMR can achieve the minimum number of intermediate nodes,which are computed through the tree. No control packet is transmitted in the process of mul-ticast session. Load of the network is largely decreased. Experimental result shows that MIMR is flexible and robust for dynamic ad hoc networks. 展开更多
关键词 ad hoc networks multicast routing Unicast routing Topology matrix
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Analysis of reactive routing protocols for mobile ad hoc networks in Markov models
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作者 王汉兴 胡细 +1 位作者 方建超 贾维嘉 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2007年第1期127-139,共13页
Mobile ad hoc networks (MANETs) have become a hot issue in the area of wireless networks for their non-infrastructure and mobile features. In this paper, a MANET is modeled so that the length of each link in the net... Mobile ad hoc networks (MANETs) have become a hot issue in the area of wireless networks for their non-infrastructure and mobile features. In this paper, a MANET is modeled so that the length of each link in the network is considered as a birthdeath process and the space is reused for n times in the flooding process, which is named as an n-spatiai reuse birth-death model (n-SRBDM). We analyze the performance of the network under the dynamic source routing protocol (DSR) which is a famous reactive routing protocol. Some performance parameters of the route discovery are studied such as the probability distribution and the expectation of the flooding distance, the probability that a route is discovered by a query packet with a hop limit, the probability that a request packet finds a τ-time-valid route or a symmetric-valid route, and the average time needed to discover a valid route. For the route maintenance, some parameters are introduced and studied such as the average frequency of route recovery and the average time of a route to be valid. We compare the two models with spatial reuse and without spatial reuse by evaluating these parameters. It is shown that the spatial reuse model is much more effective in routing. 展开更多
关键词 mobile ad hoc network Markov model routing protocol performance analysis
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An Empirical Examination of Routing Protocols in Mobile Ad Hoc Networks
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作者 Kuncha Sahadevaiah Oruganti Bala Venkata Ramanaiah 《International Journal of Communications, Network and System Sciences》 2010年第6期511-522,共12页
A Mobile Ad hoc NETwork (MANET) is a self-organizing, temporary, infrastructure-free, multi-hop, dynamic topology wireless network that contains collection of cooperative autonomous freely roaming mobile nodes. The no... A Mobile Ad hoc NETwork (MANET) is a self-organizing, temporary, infrastructure-free, multi-hop, dynamic topology wireless network that contains collection of cooperative autonomous freely roaming mobile nodes. The nodes communicate with each other by wireless radio links with no human intervention. Each mobile node functions as a specialized router to forward information to other mobile nodes. In order to provide efficient end-to-end communication with the network of nodes, a routing protocol is used to discover the optimal routes between the nodes. The routing protocols meant for wired networks can not be used for mobile ad hoc networks because of the mobility of nodes. Routing in ad hoc networks is nontrivial due to highly dynamic nature of the nodes. Various routing protocols have been proposed and widely evaluated for efficient routing of packets. This research paper presents an overview on classification of wide range of routing protocols for mobile ad hoc wireless networks proposed in the literature and shows the performance evaluation of the routing protocols: DSDV, AODV, FSR, LAR, OLSR, STAR and ZRP using the network simulator QualNet 4.0 to determine which protocols may perform best in large networks. To judge the merit of a routing protocol, one needs performance metrics (throughput, end-to-end delay, jitter, packet delivery ratio, routing overhead) with which to measure its suitability and performance. Our simulation experiments show that the LAR protocol achieve relatively good performance compared to other routing protocols. 展开更多
关键词 mobile ad hoc networks routing protocols LAR QUALNET 4.0 Performance Metrics
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New Ad Hoc QoS Multicast Routing Protocol
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作者 Zhao Li (Department of Information Engineering, Nanjing University of Posts and Telecommunications,Nanjing 210003,China) 《ZTE Communications》 2006年第1期39-42,共4页
The application environments of wireless Ad hoc networks require that it should support Quality of Service (QoS). However, that is very difficult because of the inherent characteristics of the wireless channel and the... The application environments of wireless Ad hoc networks require that it should support Quality of Service (QoS). However, that is very difficult because of the inherent characteristics of the wireless channel and the frequent changes of network topology caused by nodes movement. An Ad hoc QoS Multicasting (AQM) protocol can solve this problem by previously reserving the neighbor nodes for tracking resource availability. By considering QoS restrictions of transport delay, loss ratio, bandwidth requirement, delay jitter, and throughout, and by finding the adaptive routing, the AQM protocol can obviously improve the efficiency of multicastsession. The results of network simulation show that QoS is essentially applicable to Ad hoc networks. 展开更多
关键词 QoS IEEE USA MAODV hoc New ad hoc QoS multicast routing Protocol NODE
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Securing Multicast Route Discovery for Mobile Ad Hoc Networks 被引量:3
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作者 YANG Mingxi LI Layuan FANG Yiwei 《Wuhan University Journal of Natural Sciences》 CAS 2007年第1期189-192,共4页
This paper presents SMRAN, a novel securing multicast route discovery scheme for mobile ad hoc networks. The scheme relies entirely on hash chains based one-time signature mechanism, HORSEI, with very efficient signin... This paper presents SMRAN, a novel securing multicast route discovery scheme for mobile ad hoc networks. The scheme relies entirely on hash chains based one-time signature mechanism, HORSEI, with very efficient signing and verifying, and we do this by improving the HORSE protocol through the introduction of intermediate hash joints. The main purpose of SMRAN is to provide source authentication for multicast routing discovery messages in mobile ad hoc networks. SMRAN will construct multicast tree with authentication constrains in ad hoc networks. The performance measure of SMRAN is evaluated using simulator NS2. The results represent that SMRAN produces less end-to-end packet latency than public key based secure routing scheme, and it is a feasible approach to securing multicast routing for mobile ad hoc networks. 展开更多
关键词 SECURITY multicast ROUTE mobile ad hoc
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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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Multicast routing algorithm of multiple QoS based on widest-bandwidth 被引量:4
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作者 Chen Niansheng Li Layuan Dong Wushi 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第3期642-647,共6页
A multicast routing algorithm of multiple QoS constraints based on widest-bandwidth (MRQW) which takes available bandwidth as the prime metric, considering the constraints of the surplus energy of the node, delay an... A multicast routing algorithm of multiple QoS constraints based on widest-bandwidth (MRQW) which takes available bandwidth as the prime metric, considering the constraints of the surplus energy of the node, delay and delay jitter, is presented. The process of routing based on MRQW is provided for as well. Correctness proof and the complexity analysis of the MRQW are also given in the paper. Simulation results show that the MRQW has a good performance in creating multicast trees. It not only satisfys multiple QoS constraints but also makes multicast links have larger available bandwidth 展开更多
关键词 computer network ad hoc networks QoS multicast routing available bandwidth.
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Survey of Clustering Schemes in Mobile Ad hoc Networks 被引量:2
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作者 Abdelhak Bentaleb Abdelhak Boubetra Saad Harous 《Communications and Network》 2013年第2期8-14,共7页
Mobile ad-hoc networks (MANETs) are a specific kind of wireless networks that can be quickly deployed without pre- existing infrastructures. They are used in different contexts such as collaborative, medical, military... Mobile ad-hoc networks (MANETs) are a specific kind of wireless networks that can be quickly deployed without pre- existing infrastructures. They are used in different contexts such as collaborative, medical, military or embedded applications. However, MANETs raise new challenges when they are used in large scale network that contain a large number of nodes. Subsequently, many clustering algorithms have emerged. In fact, these clustering algorithms allow the structuring of the network into groups of entities called clusters creating a hierarchical structure. Each cluster contains a particular node called cluster head elected as cluster head according to a specific metric or a combination of metrics such as identity, degree, mobility, weight, density, etc. MANETs has drawbacks due to both the characteristics of the transmission medium (transmission medium sharing, low bandwidth, etc.) and the routing protocols (information diffusion, path finding, etc.). Clustering in mobile ad hoc networks plays a vital role in improving resource management and network performance (routing delay, bandwidth consumption and throughput). In this paper, we present a study and analyze of some existing clustering approaches for MANETs that recently appeared in literature, which we classify as: Identifier Neighbor based clustering, Topology based clustering, Mobility based clustering, Energy based clustering, and Weight based clustering. We also include clustering definition, review existing clustering approaches, evaluate their performance and cost, discuss their advantages, disadvantages, features and suggest a best clustering approach. 展开更多
关键词 CLUSTERING mobile ad hoc networks routing PROTOCOL
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DRMR: Dynamic-Ring-Based Multicast Routing Protocol for Ad Hoc Networks 被引量:4
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作者 YuanZhou Guang-ShengLi +2 位作者 Yong-ZhaoZhan Qi-RongMao Yi-BinHou 《Journal of Computer Science & Technology》 SCIE EI CSCD 2004年第6期909-919,共11页
Recently a number of multicast routing protocols for ad hoc networks have been proposed, however, most of them do not provide proper tradeoffs between effectiveness, efficiency and scalability. In this paper, a novel ... Recently a number of multicast routing protocols for ad hoc networks have been proposed, however, most of them do not provide proper tradeoffs between effectiveness, efficiency and scalability. In this paper, a novel multicast routing protocol is presented for ad hoc networks. The protocol, termed as dynamic-ring-based multicast routing protocol (DRMR), uses the concept of dynamic ring whose radius can be adjusted dynamically and DRMR configures this type of ring for all group member nodes. According to the principle of zone routing, two nodes whose rings overlap can create route to each other, thus, when the ring graph composed of all rings is connected, each member node has one or more routes to others. DRMR uses the method of expanding ring search (ERS) to maintain the connected ring graph, and also can decrease the radius of the ring to reduce the overhead. The performances of DRMR were simulated and evaluated with NS2, and results show that DRMR has a high data packet delivery ratio, low control overhead and good scalability. 展开更多
关键词 ad hoc wireless network multicast routing PROTOCOL dynamic ring
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DECLARATIVE HYBRID ROUTING PROTOCOLS IN AD HOC NETWORKS
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作者 Gao Xiang Li Zhongyuan Wang Min 《Journal of Electronics(China)》 2013年第4期341-351,共11页
This paper presents adaptive hybrid protocols based on the declarative network and mainly discusses the principle and realization of the Bayesian-estimation based adaptive hybrid protocol in the declarative network, w... This paper presents adaptive hybrid protocols based on the declarative network and mainly discusses the principle and realization of the Bayesian-estimation based adaptive hybrid protocol in the declarative network, which is well adapted to the Mobile Ad hoc NETwork (MANET). The adaptive hybrid protocol is designed for ad hoc networks which have characteristics like self-organizing, no trusted party, flexibility, etc. The nodes that run the hybrid protocol can automatically select one routing protocol that is suitable for different network environment. The Bayesian-estimation based adaptive strategy, that improves the adaptability and stability of the protocol, succeeds in the Rapidnet, a declarative network engine. The result in the Rapidnet proves that the hybrid protocol and the adaptive strategy are feasible. The experiment on the ns-3 simulator, an emerging discrete-event network simulator, validates that this protocol performs well and reduces communication overheads. 展开更多
关键词 Declarative network Bayesian estimation Hybrid routing protocol adaptive strategy mobile ad hoc NETwork (MANET)
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Genetic Algorithm Routing Protocol for Mobile Ad Hoc Network 被引量:1
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作者 Raed Alsaqour Saif Kamal +1 位作者 Maha Abdelhaq Yazan Al Jeroudi 《Computers, Materials & Continua》 SCIE EI 2021年第7期941-960,共20页
Mobile ad hoc network(MANET)is a dynamically reconfigurable wireless network with time-variable infrastructure.Given that nodes are highly mobile,MANET’s topology often changes.These changes increase the difficulty i... Mobile ad hoc network(MANET)is a dynamically reconfigurable wireless network with time-variable infrastructure.Given that nodes are highly mobile,MANET’s topology often changes.These changes increase the difficulty in finding the routes that the packets use when they are routed.This study proposes an algorithm called genetic algorithm-based location-aided routing(GALAR)to enhance the MANET routing protocol efficiency.The GALAR algorithm maintains an adaptive update of the node location information by adding the transmitting node location information to the routing packet and selecting the transmitting node to carry the packets to their destination.The GALAR was constructed based on a genetic optimization scheme that considers all contributing factors in the delivery behavior using criterion function optimization.Simulation results showed that the GALAR algorithm can make the probability of packet delivery ratio more than 99%with less network overhead.Moreover,GALAR was compared to other algorithms in terms of different network evaluation measures.The GALAR algorithm significantly outperformed the other algorithms that were used in the study. 展开更多
关键词 mobile ad hoc network location-aided routing protocol location information genetic algorithm
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Effects of Denial of Service Attack in Mobile Ad Hoc Networks 被引量:1
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作者 易平 周雍凯 +1 位作者 吴越 柳宁 《Journal of Shanghai Jiaotong university(Science)》 EI 2009年第5期580-583,共4页
Mobile ad hoc networks are often deployed in environments where the nodes of the networks are unattended and have little or no physical protection against tampering. The nodes of mobile ad hoc networks are thus suscep... Mobile ad hoc networks are often deployed in environments where the nodes of the networks are unattended and have little or no physical protection against tampering. The nodes of mobile ad hoc networks are thus susceptible to compromise. The networks are particularly vulnerable to denial of service (DOS) attacks launched through compromised aodes or intruders. In this paper, we investigated the effects of flooding attacks in network simulation 2 (NS-2) and measured the packet delivery ratio and packet delay under different flooding frequencies and different numbers of attack nodes. Simulation results show that with the increase the flooding frequencies and the numbers of attack nodes, network performance drops. But when the frequency of flooding attacks is greater than a value, the performance decrease gets smooth. Meanwhile the packet delay firstly increases and then declines to a value of stability at the end. 展开更多
关键词 mobile ad hoc networks SECURITY routing protocol denial-of-service attack
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A multi-objective multicast routing optimization based on differential evolution in MANET
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作者 Wenhong Wei Yong Qin Zhaoquan Cai 《International Journal of Intelligent Computing and Cybernetics》 EI 2018年第1期121-140,共20页
Purpose–The purpose of this paper is to propose a multi-objective differential evolution algorithm named as MOMR-DE to resolve multicast routing problem.In mobile ad hoc network(MANET),multicast routing is a non-dete... Purpose–The purpose of this paper is to propose a multi-objective differential evolution algorithm named as MOMR-DE to resolve multicast routing problem.In mobile ad hoc network(MANET),multicast routing is a non-deterministic polynomial-complete problem that deals with the various objectives and constraints.Quality of service(QoS)in the multicast routing problem mainly depends on cost,delay,jitter and bandwidth.So the cost,delay,jitter and bandwidth are always considered as multi-objective for designing multicast routing protocols.However,mobile node battery energy is finite and the network lifetime depends on node battery energy.Ifthe batterypowerconsumptionishigh inany one ofthe nodes,the chances ofnetwork’s lifereduction due to path breaks are also more.On the other hand,node’s battery energy had to be consumed to guarantee high-level QoS in multicast routing to transmit correct data anywhere and at any time.Hence,the network lifetime should be considered as one objective of the multi-objective in the multicast routing problem.Design/methodology/approach–Recently,many metaheuristic algorithms formulate the multicast routing problem as a single-objective problem,although it obviously is a multi-objective optimization problem.In the MOMR-DE,the network lifetime,cost,delay,jitter and bandwidth are considered as five objectives.Furthermore,three QoS constraints which are maximum allowed delay,maximum allowed jitter and minimum requested bandwidth are included.In addition,we modify the crossover and mutation operators to build the shortest-path multicast tree to maximize network lifetime and bandwidth,minimize cost,delay and jitter.Findings–Two sets of experiments are conducted and compared with other algorithms for these problems.Thesimulation results showthat our proposedmethod is capableof achieving faster convergence andis more preferable for multicast routing in MANET.Originality/value–In MANET,most metaheuristic algorithms formulate the multicast routing problem as a single-objective problem.However,this paper proposes a multi-objective differential evolution algorithm to resolvemulticast routingproblem,andthe proposed algorithmis capableof achieving faster convergence and more preferable for multicast routing. 展开更多
关键词 Differential evolution Quality of service mobile ad hoc network multicast routing
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QoS multicast routing protocol in hierarchical wireless MANET 被引量:2
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作者 LI LaYuan LI ChunLin 《Science in China(Series F)》 2008年第2期196-212,共17页
A wireless MANET is a self-configurable network in which mobile, battery-powered devices dynamically create and change the network topology without relying on any intrastructure or administrative support. It offers un... A wireless MANET is a self-configurable network in which mobile, battery-powered devices dynamically create and change the network topology without relying on any intrastructure or administrative support. It offers unique benefits for certain environments, but there are still several open issues to be resolved before realizing these benefits, including QoS routing, multicasting, and mobility management. Specifically, an efficient QoS multicast routing protocol is needed, This paper presents a hierarchical QoS multicast routing protocol (QMRP) for mobile ad hoc networks. It can provide QoS-sensitive routes in a scalable and flexible way, in the network environment with mobility. In the proposed QMRP scheme, each local node only needs to maintain local multicast routing information and/or summary information of other clusters (or domains) but does not require any global ad hoc network states to be maintained. The QMRP also allows any ad hoc group member to join/leave the multicast group dynamically and supports multiple QoS constraints. This paper presents formal description and main procedures for realizing routing decision process of the QMRP and the proof of correctness and complexity analysis of the protocol. The performance measures of QMRP are evaluated using simulation. The simulation results verify the efficiency and availability of QMRP. 展开更多
关键词 wireless ad hoc networks QoS routing multicast hierarchical routing mobile wireless networks
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Mobile Ad Hoc Network与Internet互联的技术研究 被引量:3
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作者 胡中功 邹莉 沈斌 《武汉科技学院学报》 2005年第6期65-69,共5页
分析了移动IP和AODV协议的工作机理,对MANET与Internet互联的关键技术,包括协议转换、地址分配、网关发现、路由发现与数据传输等问题进行了详细的讨论,并对今后的研究工作进行了展望。
关键词 mobile ad hoc Network Internet 移动IP AODV路由协议
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Hardware in Loop Simulation for Emergency Communication Mobile Ad Hoc Network
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作者 杨杰 安建平 刘珩 《Journal of Beijing Institute of Technology》 EI CAS 2007年第4期476-480,共5页
For the research of mobile Ad hoc network (MANET), hardware in the loop simulation (HILS) is introduced to improve simulation fidelity. The architectures and frameworks of HILS system are discussed. Based on HILS and ... For the research of mobile Ad hoc network (MANET), hardware in the loop simulation (HILS) is introduced to improve simulation fidelity. The architectures and frameworks of HILS system are discussed. Based on HILS and QualNet network simulator, two kinds of simulation frameworks for MANET multicast emergency communication network are proposed. By running simulation under this configuration and doing experiments with on-demand multicast routing protocol (ODMRP), unicast and multicast functions of this protocol are tested. Research results indicate that HILS method can effectively reduce the difficulty of system modeling and improve precision of simulation, and can further accelerate transition from design to system deployment. 展开更多
关键词 hardware-in-the-loop simulation mobile ad hoc network multicast routing protocol
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A Dynamic Resource-Aware Routing Protocol in Resource-Constrained Opportunistic Networks
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作者 Aref Hassan Kurd Ali Halikul Lenando +2 位作者 Slim Chaoui Mohamad Alrfaay Medhat A.Tawfeek 《Computers, Materials & Continua》 SCIE EI 2022年第2期4147-4167,共21页
Recently,Opportunistic Networks(OppNets)are considered to be one of the most attractive developments of Mobile Ad Hoc Networks that have arisen thanks to the development of intelligent devices.OppNets are characterize... Recently,Opportunistic Networks(OppNets)are considered to be one of the most attractive developments of Mobile Ad Hoc Networks that have arisen thanks to the development of intelligent devices.OppNets are characterized by a rough and dynamic topology as well as unpredictable contacts and contact times.Data is forwarded and stored in intermediate nodes until the next opportunity occurs.Therefore,achieving a high delivery ratio in OppNets is a challenging issue.It is imperative that any routing protocol use network resources,as far as they are available,in order to achieve higher network performance.In this article,we introduce the Resource-Aware Routing(ReAR)protocol which dynamically controls the buffer usage with the aim of balancing the load in resource-constrained,stateless and non-social OppNets.The ReAR protocol invokes our recently introduced mutual informationbased weighting approach to estimate the impact of the buffer size on the network performance and ultimately to regulate the buffer consumption in real time.The proposed routing protocol is proofed conceptually and simulated using the Opportunistic Network Environment simulator.Experiments show that the ReAR protocol outperforms a set of well-known routing protocols such as EBR,Epidemic MaxProp,energy-aware Spray and Wait and energy-aware PRoPHETin terms of message delivery ratio and overhead ratio. 展开更多
关键词 Opportunistic networks mobile ad hoc networks routing protocols resource-constrained networks load balancing buffer management
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