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Critical Nodes Identification: A Non-Cooperative Method for Unknown Topology Information in Ad Hoc Networks
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作者 Wenwei Yue Peiang Zuo +4 位作者 Wengang Li Yao Zhang Yunfeng Zhang Changle Li Jun Huang 《China Communications》 SCIE CSCD 2023年第7期217-232,共16页
The foundation of ad hoc networks lies in the guarantee of continuous connectivity.However,critical nodes,whose failure can easily destroy network connectivity,will influence the ad hoc network connectivity significan... The foundation of ad hoc networks lies in the guarantee of continuous connectivity.However,critical nodes,whose failure can easily destroy network connectivity,will influence the ad hoc network connectivity significantly.To protect the network efficiently,critical nodes should be identified accurately and rapidly.Unlike existing critical node identification methods for unknown topology that identify critical nodes according to historical information,this paper develops a critical node identification method to relax the prior topology information condition about critical nodes.Specifically,we first deduce a theorem about the minimum communication range for a node through the number of nodes and deployment ranges,and prove the universality of the theorem in a realistic two-dimensional scenario.After that,we analyze the relationship between communication range and degree value for each node and prove that the greater number of nodes within the communication range of a node,the greater degree value of nodes with high probability.Moreover,we develop a novel strategy to improve the accuracy of critical node identification without topology information.Finally,simulation results indicate the proposed strategy can achieve high accuracy and low redundancy while ensuring low time consumption in the scenarios with unknown topology information in ad hoc networks. 展开更多
关键词 ad hoc networks node location informa-tion ID generation strategy communication range critical nodes
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An aerial ammunition ad hoc network collaborative localization algorithm based on relative ranging and velocity measurement in a highly-dynamic topographic structure
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作者 Hao Wu Peng-fei Wu +2 位作者 Zhang-song Shi Shi-yan Sun Zhong-hong Wu 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2023年第7期231-248,共18页
In the internet of battlefield things, ammunition is becoming networked and intelligent, which depends on location information. Therefore, this paper focuses on the self-organized network collaborative localization of... In the internet of battlefield things, ammunition is becoming networked and intelligent, which depends on location information. Therefore, this paper focuses on the self-organized network collaborative localization of munitions with an aerial three-dimensional(3D) highly-dynamic topographic structure under a satellite denied environment. As for aerial networked munitions, the measurement of munitions is objectively incomplete due to the degenerated and interrupted link of munitions. For this reason, a cluster-oriented collaborative localization method is put forward in this paper. Multidimensional scaling(MDS) was first integrated with a trilateration localization method(TLM) to construct a relative localization algorithm for determining the relative location of a mobile cluster network. The information related to relative velocity was then combined into a collaborative localization framework to devise a TLM-vMDS algorithm. Finally, an iterative refinement algorithm based on scaling by majorizing a complicated function(SMACOF) was employed to effectively eliminate the influence of incomplete link observation on localization accuracy. Compared with the currently available advanced algorithms, the proposed TLM-vMDS algorithm achieves higher localization accuracy and faster convergence for a cluster of extensively networked munitions, and also offers better numerical stability and robustness for highspeed motion models. 展开更多
关键词 Highly-dynamic topographic structure MDS Relative ranging Aerial ammunition ad hoc network
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Mobility Aware Zone-Based Routing in Vehicle Ad hoc Networks Using Hybrid Metaheuristic Algorithm
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作者 C.Nandagopal P.Siva Kumar +1 位作者 R.Rajalakshmi S.Anandamurugan 《Intelligent Automation & Soft Computing》 SCIE 2023年第4期113-126,共14页
Vehicle Ad hoc Networks(VANETs)have high mobility and a rando-mized connection structure,resulting in extremely dynamic behavior.Several challenges,such as frequent connection failures,sustainability,multi-hop data tr... Vehicle Ad hoc Networks(VANETs)have high mobility and a rando-mized connection structure,resulting in extremely dynamic behavior.Several challenges,such as frequent connection failures,sustainability,multi-hop data transfer,and data loss,affect the effectiveness of Transmission Control Protocols(TCP)on such wireless ad hoc networks.To avoid the problem,in this paper,mobility-aware zone-based routing in VANET is proposed.To achieve this con-cept,in this paper hybrid optimization algorithm is presented.The hybrid algo-rithm is a combination of Ant colony optimization(ACO)and artificial bee colony optimization(ABC).The proposed hybrid algorithm is designed for the routing process which is transmitting the information from one place to another.The optimal routing process is used to avoid traffic and link failure.Thefitness function is designed based on Link stability and Residual energy.The validation of the proposed algorithm takes solution encoding,fitness calculation,and updat-ing functions.To perform simulation experiments,NS2 simulator software is used.The performance of the proposed approach is analyzed based on different metrics namely,delivery ratio,delay time,throughput,and overhead.The effec-tiveness of the proposed method compared with different algorithms.Compared to other existing VANET algorithms,the hybrid algorithm has proven to be very efficient in terms of packet delivery ratio and delay. 展开更多
关键词 Vehicle ad hoc network transmission control protocol multi-hop data transmission ant colony optimization artificial bee colony optimization
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A Secured Message Transmission Protocol for Vehicular Ad Hoc Networks
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作者 A.F.M.Suaib Akhter A.F.M.Shahen Shah +3 位作者 Mohiuddin Ahmed Nour Moustafa UnalÇavu¸soglu Ahmet Zengin 《Computers, Materials & Continua》 SCIE EI 2021年第7期229-246,共18页
Vehicular Ad hoc Networks(VANETs)become a very crucial addition in the Intelligent Transportation System(ITS).It is challenging for a VANET system to provide security services and parallelly maintain high throughput b... Vehicular Ad hoc Networks(VANETs)become a very crucial addition in the Intelligent Transportation System(ITS).It is challenging for a VANET system to provide security services and parallelly maintain high throughput by utilizing limited resources.To overcome these challenges,we propose a blockchain-based Secured Cluster-based MAC(SCB-MAC)protocol.The nearby vehicles heading towards the same direction will form a cluster and each of the clusters has its blockchain to store and distribute the safety messages.The message which contains emergency information and requires Strict Delay Requirement(SDR)for transmission are called safety messages(SM).Cluster Members(CMs)sign SMs with their private keys while sending them to the blockchain to confirm authentication,integrity,and confidentiality of the message.A Certificate Authority(CA)is responsible for physical verification,key generation,and privacy preservation of the vehicles.We implemented a test scenario as proof of concept and tested the safety message transmission(SMT)protocol in a real-world platform.Computational and storage overhead analysis shows that the proposed protocol for SMT implements security,authentication,integrity,robustness,non-repudiation,etc.while maintaining the SDR.Messages that are less important compared to the SMs are called non-safety messages(NSM)and vehicles use RTS/CTS mechanism for NSM transmission.Numerical studies show that the proposed NSM transmission method maintains 6 times more throughput,2 times less delay and 125%less Packet Dropping Rate(PDR)than traditional MAC protocols.These results prove that the proposed protocol outperforms the traditional MAC protocols. 展开更多
关键词 ad hoc networks data security digital signatures distributed storage intelligent vehicles vehicular ad hoc networks wireless communication
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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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Self-Organized Public-Key Management for Mobile Ad Hoc Networks Based on a Bidirectional Trust Model 被引量:5
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作者 FU Cai HONG Fan LI Rui-xian HONG Liang CHEN Jing 《Wuhan University Journal of Natural Sciences》 EI CAS 2006年第1期188-192,共5页
In traditional networks , the authentication is performed by certificate authoritys(CA),which can't be built in distributed mobile Ad Hoc Networks however. In this pa per, we propose a fully self-organized public k... In traditional networks , the authentication is performed by certificate authoritys(CA),which can't be built in distributed mobile Ad Hoc Networks however. In this pa per, we propose a fully self-organized public key management based on bidirectional trust model without any centralized authority that allows users to generate their public-private key pairs, to issue certificates, and the trust relation spreads rationally according to the truly human relations. In contrast with the traditional self-organized public-key management, the average certificates paths get more short, the authentication passing rate gets more high and the most important is that the bidirectional trust based model satisfys the trust re quirement of hosts better. 展开更多
关键词 ad hoc networks self-organize bidirectional trust public key management.
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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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Reliable adaptive multicast protocol in wireless Ad hoc networks 被引量:3
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作者 Sun Baolin Li Layuan 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第1期187-192,共6页
In wireless ad hoe network environments, every link is wireless and every node is mobile. Those features make data lost easily as well as multicasting inefficient and unreliable. Moreover, Efficient and reliable multi... In wireless ad hoe network environments, every link is wireless and every node is mobile. Those features make data lost easily as well as multicasting inefficient and unreliable. Moreover, Efficient and reliable multicast in wireless ad hoe network is a difficult issue. It is a major challenge to transmission delays and packet losses due to link changes of a multicast tree at the provision of high delivery ratio for each packet transmission in wireless ad hoe network environment. In this paler, we propose and evaluate Reliable Adaptive Multicast Protocol (RAMP) based on a relay node concept. Relay nodes are placed along the multieast tree. Data recovery is done between relay nodes. RAMP supports a reliable multicasting suitable for mobile ad hoe network by reducing the number of packet retransmissions. We compare RAMP with SRM (Scalable Reliable Multicast). Simulation results show that the RAMP has high delivery ratio and low end-to-end delay for packet transmsission. 展开更多
关键词 muhicast multicast protocol reliable muhicast wireless ad hoc networks.
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Anonymous multipath routing protocol based on secret sharing in mobile ad hoc networks 被引量:2
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作者 Siguang Chen Meng Wu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第3期519-527,共9页
Because the intrinsic characteristics of mobile ad hoc networks(MANETs) cause several vulnerabilities,anonymous routing protocols attract much more attention in secure mobile ad hoc networks for the purposes of secu... Because the intrinsic characteristics of mobile ad hoc networks(MANETs) cause several vulnerabilities,anonymous routing protocols attract much more attention in secure mobile ad hoc networks for the purposes of security and privacy concerns.Until recently,lots of anonymous routing protocols have been proposed.However,most of them are single path or use one path at a time,and the multipath schemes can not thwart both the passive attacks and active attacks simultaneously.Thus an anonymous multipath routing protocol based on secret sharing is proposed.The protocol provides identity anonymity,location anonymity,data and traffic anonymity by employing cryptograph technology and secret sharing in MANET communication process.Meanwhile,a hash function is introduced to detect active attacks in the data transmission process.The protocol can effectively thwart various passive attacks and reduce the successful probability of active attacks(such as interception and physical destroy attacks).Simulation results show that the proposed scheme provides a reasonably good level of network security and performance. 展开更多
关键词 multipath routing secret sharing CRYPTOGRAPHY ANONYMITY SECURITY mobile ad hoc network(MANET).
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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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Multipath Source Self Repair Routing Algorithm for Mobile Ad Hoc Networks 被引量:2
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作者 吴东亚 侯朝桢 侯紫峰 《Journal of Beijing Institute of Technology》 EI CAS 2005年第2期135-139,共5页
A multipath source self repair routing (MSSRR) algorithm for mobile ad hoc networks is proposed. By using multiple paths which can be repaired by themselves to transmit packets alternately, the network's load is b... A multipath source self repair routing (MSSRR) algorithm for mobile ad hoc networks is proposed. By using multiple paths which can be repaired by themselves to transmit packets alternately, the network's load is balanced, the link state in the network can be checked in time, the number of the times the route discovery mechanism starts is decreased. If only one route which will be broken can be used to transmit the packets, the route discovery mechanism is restarted.The algorithm is implemented on the basis of dynamic source routing (DSR). The effect of MSSRR on lifetime of the access from the source to the destination and the overhead is discussed. Compared with the performance of DSR,it can be seen that the algorithm can improve the performance of the network obviously and the overhead almost does not increase if the average hop count is larger. 展开更多
关键词 mobile ad hoc networks multipath source self repair routing (MSSRR) algorithm DSR routing ptotocol MULTIPATH self repair THRESHOLD
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Link reliability based hybrid routing for tactical mobile ad hoc network 被引量:2
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作者 Xie Xiaochuan Wei Gang +2 位作者 Wu Keping Wang Gang Jia Shilou 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第2期259-267,共9页
Tactical mobile ad hoc network (MANET) is a collection of mobile nodes forming a temporary network, without the aid of pre-established network infrastructure. The routing protocol has a crucial impact on the network... Tactical mobile ad hoc network (MANET) is a collection of mobile nodes forming a temporary network, without the aid of pre-established network infrastructure. The routing protocol has a crucial impact on the network performance in battlefields. Link reliability based hybrid routing (LRHR) is proposed, which is a novel hybrid routing protocol, for tactical MANET. Contrary to the traditional single path routing strategy, multiple paths are established between a pair of source-destination nodes. In the hybrid routing strategy, the rate of topological change provides a natural mechanism for switching dynamically between table-driven and on-demand routing. The simulation results indicate that the performances of the protocol in packet delivery ratio, routing overhead, and average end-to-end delay are better than the conventional routing protocol. 展开更多
关键词 tactical mobile ad hoc networks hybrid routing link reliability edge weight.
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An Ant Colony Algorithm Based Congestion Elusion Routing Strategy for Mobile Ad Hoc Networks 被引量:2
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作者 Dan-Yang Qin Hong-Wei Li +2 位作者 Lin Ma Hong-Bin Ma Qun Ding 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2013年第3期99-103,共5页
A critical challenge for mobile ad hoc networks is the design of efficient routing protocols which are able to provide high bandwidth utilization and desired fairness in mobile wireless environment without any fixed c... A critical challenge for mobile ad hoc networks is the design of efficient routing protocols which are able to provide high bandwidth utilization and desired fairness in mobile wireless environment without any fixed communication establishments. Although extensive efforts have already been devoted to providing optimization based distributed congestion elusion strategy for efficient bandwidth utilization and fair allocation in both wired and wireless networks,a common assumption therein is the fixed link capacities,which will unfortunately limit the application scope in mobile ad hoc networks where channels keep changing. In this paper,an effective congestion elusion strategy is presented explicitly based on ant colony algorithm for mobile ad hoc networks, which will explore the optimal route between two nodes promptly,meanwhile forecast congestion state of the link. Accordingly,a new path will be found rapidly to have the flow spread around to relieve the congestion degree. Compared with OLSR,the strategy proposed will greatly reduce the packet loss ratio and the average end-to-end delay at the same time,which illustrate that it will make use of networking resource effectively. 展开更多
关键词 mobile ad hoc networks congestion elusion ant conloy algorithm CERS OLSR
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Virtual reality mobility model for wireless ad hoc networks 被引量:1
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作者 Yu Ziyue Gong Bo He Xingui 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第4期819-826,共8页
For wireless ad hoc networks simulation, node's mobility pattern and traffic pattern are two key elements. A new simulation model is presented based on the virtual reality collision detection algorithm in obstacle en... For wireless ad hoc networks simulation, node's mobility pattern and traffic pattern are two key elements. A new simulation model is presented based on the virtual reality collision detection algorithm in obstacle environment, and the model uses the path planning method to avoid obstacles and to compute the node's moving path. Obstacles also affect node's signal propagation. Considering these factors, this study implements the mobility model for wireless ad hoc networks. Simulation results show that the model has a significant impact on the performance of protocols. 展开更多
关键词 wireless ad hoc networks computer simulation network protocols mobility models
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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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BNE-based concurrent transmission considering channel quality and its PSO searching strategy in Ad Hoc networks 被引量:1
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作者 Chen Chen Xinbo Gao +1 位作者 Qingqi Pei Xiaoji Li 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2012年第5期649-660,共12页
The paper proposes a decentralized concurrent transmission strategy in shared channels based on an incomplete information game in Ad Hoc networks.Based on the nodal channel quality,the game can work out a channel gain... The paper proposes a decentralized concurrent transmission strategy in shared channels based on an incomplete information game in Ad Hoc networks.Based on the nodal channel quality,the game can work out a channel gain threshold,which decides the candidates for taking part in the concurrent transmission.The utility formula is made for maximizing the overall throughput based on channel quality variation.For an achievable Bayesian Nash equilibrium(BNE) solution,this paper further prices the selfish players in utility functions for attempting to improve the channel gain one-sidedly.Accordingly,this game allows each node to distributedly decide whether to transmit concurrently with others depending on the Nash equilibrium(NE).Besides,to make the proposed game practical,this paper next presents an efficient particle swarm optimization(PSO) model to fasten the otherwise very slow convergence procedure due to the large computational complexity.Numerical results show the proposed approach is feasible to increase concurrent transmission opportunities for active nodes and the convergence can be swiftly obtained with a few of iteration times by the proposed PSO algorithm. 展开更多
关键词 ad hoc networks concurrent transmission game theory particle swarm optimization(PSO)
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Complex Threshold Key Management for Ad Hoc Network 被引量:1
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作者 GUOWei XIONGZhong-wei LIZhi-tang 《Wuhan University Journal of Natural Sciences》 EI CAS 2005年第1期132-136,共5页
A complex threshold key management framework has been proposed, which canaddress the challenges posed by the unique nature of Ad hoc network. Depending on the cooperation ofthe controller and participation nodes, this... A complex threshold key management framework has been proposed, which canaddress the challenges posed by the unique nature of Ad hoc network. Depending on the cooperation ofthe controller and participation nodes, this scheme should be efficient in the operationenvironmental alteration and toleianl faults of node, which take the advantages of the benefits ofboth key management approaches and alleviate their limitations. For the cooperation of thecontroller and participation nodes, a (t, n) threshold Elliptic curve sign-encryption scheme withthe specified receiver also has been proposed. Using this threshold sign-encryption scheme, the keymanagement distributes the trust between a controller and a set of participation nodes. 展开更多
关键词 key management ad hoc network threshold cryptography communicationsecurity
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An efficient proactive RSA scheme for large-scale ad hoc networks 被引量:1
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作者 张瑞山 陈克非 《Journal of Shanghai University(English Edition)》 CAS 2007年第1期64-67,共4页
A previous proactive RSA scheme for large-scale ad hoc network has been shown to be faulty. In this paper, we present a new proactive RSA scheme for ad hoc networks, which includes four protocols: the initial key dis... A previous proactive RSA scheme for large-scale ad hoc network has been shown to be faulty. In this paper, we present a new proactive RSA scheme for ad hoc networks, which includes four protocols: the initial key distribution protocol, the share refreshing protocol, the share distribution protocol, and the signature generation protocol. This scheme has two advantages: the building blocks are secure, and the system is efficient. 展开更多
关键词 ad hoc networks threshold signature proactive secret sharing RSA
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A new multi-channel MAC protocol based on CDMA for ad hoc networks 被引量:1
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作者 贾旻 陈惠民 袁玉华 《Journal of Shanghai University(English Edition)》 CAS 2007年第2期174-177,共4页
This paper proposes a novel multichannel medium access control (MAC) protocol based on CDMA that improves network performance and reduces collision probability in wireless ad hoc networks. In the scheme, the code ch... This paper proposes a novel multichannel medium access control (MAC) protocol based on CDMA that improves network performance and reduces collision probability in wireless ad hoc networks. In the scheme, the code channel is divided into common channel, broadcast channel and several data channels. Simulation results show that the proposed protocol can achieve significantly better performance than the IEEE 802.11 standard. 展开更多
关键词 ad hoc networks medium access control (MAC) protocol MULTICHANNEL CDMA
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Performance analysis of mobile ad hoc networks under flooding attacks 被引量:1
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作者 Ping Yi Futai Zou +1 位作者 Yan Zou Zhiyang Wang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第2期334-339,共6页
Due to their characteristics of dynamic topology, wireless channels and limited resources, mobile ad hoc networks are particularly vulnerable to a denial of service (DoS) attacks launched by intruders. The effects o... Due to their characteristics of dynamic topology, wireless channels and limited resources, mobile ad hoc networks are particularly vulnerable to a denial of service (DoS) attacks launched by intruders. The effects of flooding attacks in network simulation 2 (NS2) and measured performance parameters are investigated, including packet loss ratio, average delay, throughput and average number of hops under different numbers of attack nodes, flooding frequency, network bandwidth and network size. Simulation results show that with the increase of the flooding frequency and the number of attack nodes, network performance sharply drops. But when the frequency of flooding attacks or the number of attack nodes is greater than a certain value, performance degradation tends to a stable value. 展开更多
关键词 mobile ad hoc network SECURITY flooding attack.
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