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Novel Method of Predicting Network Bandwidth Based on Support Vector Machines
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作者 沈伟 冯瑞 邵惠鹤 《Journal of Beijing Institute of Technology》 EI CAS 2004年第4期454-457,共4页
In order to solve the problems of small sample over-fitting and local minima when neural networks learn online, a novel method of predicting network bandwidth based on support vector machines(SVM) is proposed. The pre... In order to solve the problems of small sample over-fitting and local minima when neural networks learn online, a novel method of predicting network bandwidth based on support vector machines(SVM) is proposed. The prediction and learning online will be completed by the proposed moving window learning algorithm(MWLA). The simulation research is done to validate the proposed method, which is compared with the method based on neural networks. 展开更多
关键词 support vector machines(SVM) neural networks network bandwidth bandwidth prediction
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FUZZY-BASED NETWORK BANDWIDTH DESIGN UNDER DEMAND UNCERTAINTY
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作者 Lean YU Wuyi YUE Shouyang WANG 《Journal of Systems Science & Complexity》 SCIE EI CSCD 2010年第1期61-70,共10页
In communication networks (CNs), the uncertainty is caused by the dynamic nature of the traffic demands. Therefore there is a need to incorporate the uncertainty into the network bandwidth capacity design. For this ... In communication networks (CNs), the uncertainty is caused by the dynamic nature of the traffic demands. Therefore there is a need to incorporate the uncertainty into the network bandwidth capacity design. For this purpose, this paper developed a fuzzy methodology for network bandwidth design under demand uncertainty. This methodology is usually used for offiine traffic engineering optimization, which takes a centralized view of bandwidth design, resource utilization, and performance evaluation. In this proposed methodology, uncertain traffic demands are first handled into a fuzzy number via a fuzzification method. Then a fuzzy optimization model for the network bandwidth allocation problem is formulated with the consideration of the trade-off between resource utilization and network performance. Accordingly, the optimal network bandwidth capacity can be obtained by maximizing network revenue in CNs. Finally, an illustrative numerical example is presented for the purpose of verification. 展开更多
关键词 Communication networks demand uncertainty fuzzy set theory network bandwidth design network optimization.
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A DYNAMIC BANDWIDTH CONTROL SCHEME OF VP IN ATM NETWORKS 被引量:1
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作者 Lan Julong Wu Jiangxing Li Ou Wang Binqiang (P.O.Box 1001-Nat. Digital Switching Sys. Eng. and Technol. Research Center, Zhengzhou 450002) 《Journal of Electronics(China)》 2000年第3期213-218,共6页
This paper proposes an efficient adaptive bandwidth allocation scheme of virtual paths. The bandwidth of a virtual path is dynamically adjusted according to the link residual capacity. The scheme can remarkably reduce... This paper proposes an efficient adaptive bandwidth allocation scheme of virtual paths. The bandwidth of a virtual path is dynamically adjusted according to the link residual capacity. The scheme can remarkably reduce the load on node processing and simplify the network architecture, while keeping higher transmission efficiency. The excellent performance is proved by detailed theoretical analyses. 展开更多
关键词 network architecture bandwidth control ATM PACKET SWITCHING
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Dynamic Bandwidth Allocation Technique in ATM Networks Based on Fuzzy Neural Networks and Genetic Algorithm
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作者 Zhang Liangjie Li Yanda Wang Pu (Dept of Automation Tsinghua University, Beijing 100084) 《通信学报》 EI CSCD 北大核心 1997年第3期10-17,共8页
DynamicBandwidthAlocationTechniqueinATMNetworksBasedonFuzyNeuralNetworksandGeneticAlgorithm①ZhangLiangjieLiY... DynamicBandwidthAlocationTechniqueinATMNetworksBasedonFuzyNeuralNetworksandGeneticAlgorithm①ZhangLiangjieLiYandaWangPu(Deptof... 展开更多
关键词 模糊神经网 动态带宽分配 异步传输网 基因算法
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Bandwidth Optimization in 802.15.4 Networks through Evolutionary Slot Assignment
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作者 Vidya KRISHNAMURTHY Edward SAZONOV 《International Journal of Communications, Network and System Sciences》 2009年第6期518-527,共10页
Traditional Wireless Sensor Networks (WSNs) based on carrier sense methods for channel access suffer from reduced bandwidth utilization, increase energy consumptions and latency problems in networks with high traffic.... Traditional Wireless Sensor Networks (WSNs) based on carrier sense methods for channel access suffer from reduced bandwidth utilization, increase energy consumptions and latency problems in networks with high traffic. In this work, a novel Evolutionary Slot Assignment (ESA) algorithm has been developed to in-crease the throughput of large wireless mesh networks with no centralized controller. In the presented scheme, the sensor nodes self-adapt to the traffic patterns of the network by selecting transmission slots us-ing evolutionary learning methods. Each sensor node evolves an independent transmission schedule. Unlike traditional evolutionary methods, fitness evaluation of every node impacts fitness of every other sensor node in the network. The ESA algorithm has been simulated using Network Simulator-2 and compared with the IEEE 802.15.4 CSMA-CA, a Static Slot Assignment (SSA) and a Random Slot Assignment schemes (RSA). Results show a remarkable improvement in the network throughput using the proposed ESA method as op-posed to other compared methods. 展开更多
关键词 CSMA-CA 802.15.4 SENSOR networkS EVOLUTIONARY ALGORITHMS bandwidth OPTIMIZATION
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A novel algorithm for Ethernet-passive-optical-network dynamic bandwidth allocation based on threshold
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作者 汪学舜 《Journal of Chongqing University》 CAS 2011年第1期45-50,共6页
The Ethemet passive optical network (EPON) is the next generation of broad-band network technique. A crucial issue in EPONs is the sharing of uplink bandwidth among optical network units (ONUs). This article provi... The Ethemet passive optical network (EPON) is the next generation of broad-band network technique. A crucial issue in EPONs is the sharing of uplink bandwidth among optical network units (ONUs). This article provides a novel dynamic bandwidth allocation algorithm, i.e. threshold dynamic bandwidth allocation (TDBA), which is based on adaptive threshold, to increase resource utilization. The algorithm uses ONU data-transmitting rate to adjust optical line terminal (OLT) receiving data threshold from an ONU. Simulation results show that this algorithm can decrease average packet delay and increase network throughput in a l 0G EPON system. 展开更多
关键词 Ethernet passive optical network (EPON) dynamic bandwidth allocation (DBA) optical network unit (ONU) optical line terminal (OLT): oolling cvcle
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JOINT RESOURCE ALLOCATION FOR WLAN&WCDMA INTEGRATED NETWORKS BASED ON SPECTRAL BANDWIDTH MAPPING
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作者 Pan Su Ye Qiang +1 位作者 Liu Shengmei Zhou Dawei 《Journal of Electronics(China)》 2011年第4期474-482,共9页
Next wireless network aims to integrate heterogeneous wireless access networks by sharing wireless resource.The spectral bandwidth mapping concept is proposed to uniformly describe the resource in heterogeneous wirele... Next wireless network aims to integrate heterogeneous wireless access networks by sharing wireless resource.The spectral bandwidth mapping concept is proposed to uniformly describe the resource in heterogeneous wireless networks.The resources of codes and power levels in WCDMA system as well as statistical time slots in WLAN are mapped into equivalent bandwidth which can be allocated in different networks and layers.The equivalent bandwidth is jointly distributed in call admission and vertical handoff control process in an integrated WLAN/WCDMA system to optimize the network utility and guarantee the heterogeneous QoS required by calls.Numerical results show that,when the incoming traffic is moderate,the proposed scheme could receive 5%-10% increase of system revenue compared to the MDP based algorithms. 展开更多
关键词 Equivalent bandwidth Spectral bandwidth mapping Heterogeneous networks Resource management
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Nonlinear Prediction with Deep Recurrent Neural Networks for Non-Blind Audio Bandwidth Extension 被引量:2
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作者 Lin Jiang Ruimin Hu +2 位作者 Xiaochen Wang Weiping Tu Maosheng Zhang 《China Communications》 SCIE CSCD 2018年第1期72-85,共14页
Non-blind audio bandwidth extension is a standard technique within contemporary audio codecs to efficiently code audio signals at low bitrates. In existing methods, in most cases high frequencies signal is usually gen... Non-blind audio bandwidth extension is a standard technique within contemporary audio codecs to efficiently code audio signals at low bitrates. In existing methods, in most cases high frequencies signal is usually generated by a duplication of the corresponding low frequencies and some parameters of high frequencies. However, the perception quality of coding will significantly degrade if the correlation between high frequencies and low frequencies becomes weak. In this paper, we quantitatively analyse the correlation via computing mutual information value. The analysis results show the correlation also exists in low frequency signal of the context dependent frames besides the current frame. In order to improve the perception quality of coding, we propose a novel method of high frequency coarse spectrum generation to improve the conventional replication method. In the proposed method, the coarse high frequency spectrums are generated by a nonlinear mapping model using deep recurrent neural network. The experiments confirm that the proposed method shows better performance than the reference methods. 展开更多
关键词 AUDIO CODING non-blind audiobandwidth EXTENSION context correlation deeprecurrent neural network
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Investigation of Bandwidth Requirement of Smart Meter Network Using OPNET Modeler 被引量:1
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作者 M. Rahman Amanullah Mto 《Smart Grid and Renewable Energy》 2013年第4期378-390,共13页
Smart meter networks are the backbone for smart electrical distribution grid. Smart meter network requires the bidirectional communications medium and interoperability capability. As thousands of meters are interconne... Smart meter networks are the backbone for smart electrical distribution grid. Smart meter network requires the bidirectional communications medium and interoperability capability. As thousands of meters are interconnected in the smart meter network, it is vital to select an appropriate communication bandwidth to facilitate real-time two-way information flows and this will also allow further uptake of greenhouse-friendly technology options and enhance energy security. Optimized Network Engineering Tools (OPNET) Modeler is one of most powerful simulation tools for the analysis of communication networks. In this paper, several models of different structured smart meter networks were developed with network parameters which were connected with different communication links such as 10 BaseT and 100 BaseT in order to measure propagation delay, throughput, and utilization of the network. It was found that the propagation delay decreases with higher bandwidth. The other network parameters, namely network utilization and network throughput were also analysed. Based on the investigation, it is recommended that the 100 BaseT communication link is suitable for the smart meter network. The outcome of this paper provided a guideline to the future smart meter network developer so as to avoid catastrophic challenges faced by some of the distribution companies. 展开更多
关键词 SMART METER network SMART METER ROUTER FIREWALL Server Communication bandwidth Propagation Delay Throughput Utilization
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Robust Design of Virtual Topology for WDM Networks under Bandwidth Demand Uncertainties
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作者 杨飞 李乐民 +1 位作者 王晟 郭磊 《Journal of Electronic Science and Technology of China》 2007年第1期1-6,共6页
In this paper, a novel method is proposed to address the problem of designing virtual topology over wavelength division multiplexing (WDM) networks under bandwidth demand uncertainties. And a bandwidth demand model ... In this paper, a novel method is proposed to address the problem of designing virtual topology over wavelength division multiplexing (WDM) networks under bandwidth demand uncertainties. And a bandwidth demand model under uncertainties is presented. The optimization goal of virtual topology design is defined as minimizing the maximum value amongp percentiles of the bandwidth demand distribution on all Hght-paths. Correspondingly, we propose a heuristic algorithm called an improved decreasing multi-hop logical topology design algorithm (ID-MLTDA) that involves with a degree of uncertainties to design virtual topology. The proposed algorithm yields better performance than previous algorithms. Additionally, the simplicity and efficiency of the proposed algorithm can be in favor of the feasibility for topology design of large networks. 展开更多
关键词 bandwidth demand uncertainties ROBUST virtual topology wavelength division multiplexing networks
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基于Overlay Network的网格虚拟端到端带宽分配问题研究
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作者 曹怀虎 余镇危 +1 位作者 沙嘉祥 王银燕 《计算机科学》 CSCD 北大核心 2006年第3期54-57,共4页
提出了基于 Overlay Network 的服务网格(SGON)的概念,以此来生成和部署网络增值服务。带宽分配问题是在 Overlay Grid 上部署和运行增值服务的关键问题,为了解决这个问题,Overlay Grid 在已存在的数据传输网络的上部建立了一个逻辑的... 提出了基于 Overlay Network 的服务网格(SGON)的概念,以此来生成和部署网络增值服务。带宽分配问题是在 Overlay Grid 上部署和运行增值服务的关键问题,为了解决这个问题,Overlay Grid 在已存在的数据传输网络的上部建立了一个逻辑的端到端的服务传输基础,通过双边的服务水平协议(SLA),提供 QoS 约束的带宽。给出了包含 SLA、服务 QoS、流量需求分布、开销等因素的带宽分配问题的模型,同时提供了静态和动态带宽分配问题的分析模型和近似解,最后设计了一种启发式自适应在线动态带宽分配算法。实验仿真结果袁明,该算法是可行的。 展开更多
关键词 服务网格 OVERLAY network 端到端QOS 带宽分配算法
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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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Service-aware proactive vertical handoff algorithm based on bandwidth requirement prediction
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作者 李屹 梅敬青 纪红 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2012年第2期36-42,共7页
Due to the heterogeneity and versatility of emerging services and applications in wireless networks,it has been a great challenge to improve the system performance with both the awareness of service characteristics an... Due to the heterogeneity and versatility of emerging services and applications in wireless networks,it has been a great challenge to improve the system performance with both the awareness of service characteristics and the balance of the traffic between adjacent networks.This paper is committed to solve this problem by introducing a Service-aware Proactive Vertical Handoff(SPVH) algorithm in Heterogeneous Wireless Networks(HWN).A Bandwidth Requirement Prediction Model(BRPM) is illustrated at first,which is adaptive to the system condition variants to forecast traffic requests.Moreover,by adopting a service-aware objective utility function,each user can optimize the vertical handover decisions with awareness of the related supporting networks and service characteristics.Since the decision process is executed with consideration of BRPM predictions,the SPVH algorithm can avoid congestion in HWN through a proactive method.The experiment results show that the proposed SPVH can solidly enhance the system performance in terms of service access ratio,average access delay,system throughput,usage ratio of spectrum resource,and eventually achieve higher network utility. 展开更多
关键词 service-aware heterogeneous wireless networks bandwidth requirement prediction PROACTIVE
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Influences of clock resolution of bandwidth measurement on packet pair algorithm
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作者 伍卫国 张文杰 +1 位作者 钱德培 刘轶 《Journal of Pharmaceutical Analysis》 SCIE CAS 2007年第1期51-55,共5页
Influences of the clock resolution of bandwidth estimator on the accuracy and stability of the packet pair algorithm was analyzed.A mathematic model has been established to reveal the relationship between the result d... Influences of the clock resolution of bandwidth estimator on the accuracy and stability of the packet pair algorithm was analyzed.A mathematic model has been established to reveal the relationship between the result deviation coefficient and the packet size,clock resolution and real bandwidth(value)of the measured route.A bandwidth self-adapting packet pair algorithm was presented based on the mathematic model to reduce the estimation error resulting from the clock resolution and to improve the accuracy and stability of measurement by adjusting the deviation coefficient.Experimental results have verified the validity and stability of the algorithm. 展开更多
关键词 network measurement bandwidth estimation packet pair algorithm clock resolution QUEUING
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On Approaches to Congestion Control over Wireless Networks
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作者 David Q. LIU Williana Jean BAPTISTE 《International Journal of Communications, Network and System Sciences》 2009年第3期222-228,共7页
Congestion control in wireless networks has been extensively investigated over the years and several schemes and techniques have been developed, all with the aim of improving performance in wireless net-work. With the... Congestion control in wireless networks has been extensively investigated over the years and several schemes and techniques have been developed, all with the aim of improving performance in wireless net-work. With the rapid expansion and implementation of wireless technology it is essential that the congestion control problem be solved. This paper presents a survey of five congestion control schemes which are dif-ferent in slow start threshold calculation, bandwidth estimation, and congestion window manipulation. A comprehensive comparison of these approaches is given in relation to assumptions, bandwidth estimation, congestion window size manipulation, performance evaluation, fairness and friendliness and improved throughput. 展开更多
关键词 Transmission Control Protocol (TCP) Wireless networks bandwidth Estimation CONGESTION WINDOW SLOW START Threshold
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A Sensing Layer Network Resource Allocation Model Based on Trusted Groups
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作者 Bei Gong Xipeng Zhang +2 位作者 Shen He Nan Tian Yubo Wang 《China Communications》 SCIE CSCD 2019年第10期151-173,共23页
There are many heterogeneous sensing nodes in the sensing layer of the Internet of Things, and the amount of data transmission is huge, which puts high requirements on the allocation of network bandwidth. At the same ... There are many heterogeneous sensing nodes in the sensing layer of the Internet of Things, and the amount of data transmission is huge, which puts high requirements on the allocation of network bandwidth. At the same time, untrusted sensing nodes maliciously invade network resources. Therefore, how to confirm whether a sensing node is trusted and reasonably allocate network resources is an urgent problem to be solved. To resolve this issue, this paper proposes a sensing network resource allocation model based on trusted groups. Through the sensing node computing environment and behavior measurement, we can identify and exclude untrusted nodes, so the trusted group can be built. Then the network resources are distributed from a global perspective. Based on the available bandwidth of the link, a network resource fusion model of IPv4 and IPv6 is proposed. On this basis, a global network resource allocation model is further proposed. Afterwards, real-time monitoring of data transmission behavior ensures data security during transmission. Simulation experiments show that this mechanism can effectively optimize the bandwidth allocation in the data transmission process and has little effect on the running efficiency of existing network applications. At the same time, it can effectively guarantee the trust of nodes and achieve trusted data transmission. 展开更多
关键词 internet of THINGS TRUST measurement link bandwidth network resource ALLOCATION data transmission
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A switched system approach to stabilization of networked control systems 被引量:4
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作者 Mei YU Long WANG Guangming XIE 《控制理论与应用(英文版)》 EI 2006年第1期86-95,共10页
A switched system approach is proposed to model networked control systems (NCSs) with communication constraints. This enables us to apply the rich theory of switched systems to analyzing such NCSs. Sufficient condit... A switched system approach is proposed to model networked control systems (NCSs) with communication constraints. This enables us to apply the rich theory of switched systems to analyzing such NCSs. Sufficient conditions are presented on the stabilization of NCSs. Stabilizing state/output feedback controllers can be constructed by using the feasible solutions of some linear matrix inequalities (LMIs). The merit of our proposed approach is that the behavior of the NCSs can be studied by considering switched system without augmenting the system. A simulation example is worked out to illustrate the effectiveness of the proposed approach. 展开更多
关键词 networked control systems Switched systems STABILIZATION LMIS Limited bandwidth TIME-DELAYS
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A Novel Control Method for Networked Control Systems
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作者 YAN Ni LI Zhang 《通讯和计算机(中英文版)》 2005年第3期61-64,共4页
关键词 宽带 文件传送程序 互联网 网络设备
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Construction of Minimum Bandwidth Regenerating Codes with Combinatorial Design 被引量:1
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作者 CAI Feng GUO Wangmei 《Wuhan University Journal of Natural Sciences》 CAS CSCD 2016年第3期229-234,共6页
We study the construction of minimum bandwidth regenerating code with combinatorial design. At first, a method of constructing minimum storage regenerating (MBR) codes is presented, which can tolerate only one-node ... We study the construction of minimum bandwidth regenerating code with combinatorial design. At first, a method of constructing minimum storage regenerating (MBR) codes is presented, which can tolerate only one-node failure. Then, we give examples to explain the code. Finally, we discuss the case of repairing multiple nodes, and analyze the performance with an example. 展开更多
关键词 distributed storage system minimum bandwidth regenerating codes combinatorial design network coding
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A CONNECTION ADMISSION CONTROL SCHEME BASED ON GAME THEORETICAL MODEL IN ATM NETWORKS
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作者 Chen Huimin Wang Pu Li Yanda (Department of Automation, Tsinghua University, Beijing 100084) 《Journal of Electronics(China)》 1999年第1期7-15,共9页
In this paper, the main schemes of connection admission control (CAC) in ATM networks are briefly discussed especially the principle of dynamic bandwidth allocation. Then the fair share of the bandwidth among differen... In this paper, the main schemes of connection admission control (CAC) in ATM networks are briefly discussed especially the principle of dynamic bandwidth allocation. Then the fair share of the bandwidth among different traffic sources is analyzed based on cooperative game model. A CAC scheme is proposed using the genetic algorithm (GA) to optimize the bandwidth-delay-product formed utilization function that ensures the fair share and accuracy of accepting/rejecting the incoming calls. Simulation results show that the proposed scheme ensures fairness of the shared bandwidth to different traffic sources. 展开更多
关键词 CONNECTION ADMISSION control Cooperative GAME model GENETIC algorithm Dynamic bandwidth ALLOCATION ATM network
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