基于用户偏好的异构网络选择算法研究

针对当前大多数网络选择算法没有充分考虑用户基于业务的网络偏好这一问题,提出了一种基于用户偏好的异构网络选择算法。该算法充分考虑业务需求、用户偏好及网络性能差异,通过层次分析法和距离分析法分别计算用户对各候选网络的主观和客观偏好权重,根据用户策略动态确定综合权重,并由此结合各属性权重计算网络性能,选出最优网络。仿真结果表明该算法可以准确选择接入网络,并当用户在网络边缘做兵乓运动时有效减少切换次数。     

一种多属性决策的异构网络选择算法

针对异构网络融合环境下的网络选择不能仅依靠物理信号强度的特点,利用多属性决策理论提出了一种异构网络选择算法。该算法考虑业务要求、用户喜好以及网络差异,通过层次分析法和熵值法确定网络属性的权重,并由此计算可得网络性能,选出最优网络。仿真结果表明,此算法可以准确选择接入网络,并当用户在网络边缘做兵乓运动时有效减小切换次数,降低丢包率。     

基于层次分析法的WLAN/蜂窝网络切换判决算法

针对WLAN/蜂窝异构网络的特点,提出了基于层次分析法的网络切换判决算法。算法综合考虑了网络状态及用户业务特征,分别采用SAW法和TOPSIS法对网络组合权向量进行了计算,仿真表明基于层次分析法的TOPSIS法与SAW法相比,更适合时延敏感业务的网络切换判决。     

基于业务类型的异构无线网络选择算法

下一代异构无线网络环境下,用户的业务需求将更加多样化。根据3GPP对无线网络业务类型的划分,提出了一种基于业务类型的异构无线网络选择算法。该算法在无线多模终端中引入业务分析模块,考虑网络数据速率、时延、可靠性、安全性、价格等多种因素对不同业务的影响,采用模糊层次分析法,综合评价选出最佳网络接入。仿真结果证明,该算法能够根据业务类型有效地选择最佳网络,充分发挥异构网络的优势,有利于网络资源的优化调控。     

一种卫星异构网络环境下的网络选择算法

针对卫星通信网络的特点,提出了一种卫星异构网络环境下的网络选择策略.算法考虑不同业务类型的QoS需求、用户偏好、网络负载等因素,利用层次分析法确定影响网络选择的因素的权值,计算出每个可用网络的综合性能,确定最佳接入网络.仿真结果表明,该算法能够较好地适应卫星异构网络环境,提高网络选择的准确性和有效性.     

异构无线网络中基于权重平衡的接入选择算法

下一代异构无线网络中,用户业务需求将会更加多样化。针对目前网络接入算法在确定判决属性权重时存在片面性问题,文章提出了一种基于权重平衡的接入选择算法,首先利用改进的层次分析法获取判决属性的主观权重,同时通过熵值法获取属性的客观权重,然后对主客观权重进行平衡处理,最后将得到的综合权重通过简单加权法对各网络进行综合评价以及确定目标接入网络。仿真结果表明,该算法能在满足用户业务需求的基础上,准确地接入最优网络,同时减小“乒乓效应”带来的影响,提高了网络的性能。     

基于主客观权重的异构网络选择算法

为解决在异构网络环境选择最佳的接入网络问题,提出一种结合综合赋权的异构网络选择算法。在用户端采用层次分析法判断用户偏好,在网络端采用基于指标相关性的客观赋权法判断网络客观状态,并结合基于离差极小化的综合赋权法得到最终权重,同时运用理想值近似排序法进行网络排序,接入最佳网络。基于Matlab的仿真结果表明,该方法能根据不同业务结合网络性能及用户需求选择最佳的接入网络,减少了频繁切换,提高了网络选择结果的合理性与有效性。     

基于网络选择的视频通信带宽博弈算法

针对异构无线网络的视频通信提出一种基于网络选择的带宽博弈算法(BAG-NS)。该算法首先根据不同用户视频特性及当前网络状况,采用层次分析法和熵值法确定网络评价参数的权重,选择最佳网络;其次构建了基于收益和代价的用户效用函数,通过分布式迭代算法得到其纳什均衡解,并证明了纳什均衡的存在性和唯一性。仿真结果表明,该算法使不同特性的视频用户合理地分布在不同网络,能兼顾用户公平性和网络拥塞控制,增加网络资源利用率,减小用户视频失真,提高用户视频质量。     

异构无线网络中基于SINR和层次分析法的SAW垂直切换算法研究

B3G或者4G无线网络体系致力于集成各种异构无线接入网络,其中一个主要的设计课题是支持垂直切换的研究。该文将多属性QoS考虑在内,针对各业务特点,提出一种基于SINR(信干噪比)和层次分析法(AHP)的SAW(简单加权法)垂直切换算法(SASAW)。它综合考虑SINR的影响以及要获得同等数据速率情况下,目标网络需要的等效SINR数值、用户通信代价、网络可用带宽等来构造属性矩阵做切换判决。为了评估性能,考虑3GPP定义的4类业务,利用层次分析法中的特征向量法来决定各个QoS属性之间的权重关系,构造比较判决矩阵并检验其一致性;根据判决矩阵,利用特征根法获得权重向量;最后根据属性矩阵和权重向量,利用SAW垂直切换算法进行判决。通过对算法的通过率、丢话率、垂直切换次数、平均用户代价等的性能比较,结果表明该文提出的算法能够根据各业务特点综合考虑各属性间关系,获得优良的系统性能。     

基于多网并行传输技术的海上异构网络接入算法

针对海上异构无线网络中网络接入选择算法存在干扰环境适应性不强、单网传输效率低、业务完成率低的问题,提出了一种基于多网并行传输的海上异构网络接入选择算法。该算法在满足多属性决策的基础上,采用效用函数对网络属性值进行数值标准化,再采用改进的逼近理想值排序(Technique for Order Preference by Similarity to an Ideal Solution,TOPSIS)法计算出备选接入网络方案的排序,最后选择排序靠前的网络进行接入。仿真结果表明该算法相对于传统TOPSIS算法和模拟人工切换算法能有效降低接入成本,改善用户服务质量,提高业务完成率。     

Cross‐layer and cognitive QoS management system for next‐generation networking

Owing to limited wireless network resources, network applications must provide an adaptive quality‐guaranteed service to satisfy user requirements. Different applications are associated with different quality of service (QoS) concerns, as well as different QoS control parameters. This work presents an adaptive QoS algorithm by discussing the QoS specifications of three wireless access technologies, i.e. 3G, WiMAX and WiFi. Based on cross‐layer and cognition concepts, these environmental parameters are integrated with the sensing of spectral and received signal strength from a cognitive radio paradigm. An adaptive QoS algorithm is then proposed to select the optimal access network for services. Simulation results indicate that the proposed adaptive QoS algorithm outperforms available ones in real‐time applications. Compared with traditional algorithms, the proposed algorithm reduces not only the average delay time and jitter for VoIP services to 0.16 s and 0.09 ms, respectively, but also the packet loss ratio for high‐definition video streaming by 3.4%. Copyright © 2011 John Wiley & Sons, Ltd.     

MULTIPLE ATTRIBUTE NETWORK SELECTION ALGORITHM BASED ON AHP AND SYNERGETIC THEORY FOR HETEROGENEOUS WIRELESS NETWORKS简

It is a hot issue in communication research field to select the best network for Heteroge- neous Wireless Networks （HWNs）, and it is also a difficult problem to reduce the handoff number of vertical handoff. In order to solve this problem, the paper proposes a multiple attribute network se- lection algorithm based on Analytic Hierarchy Process （AHP） and synergetic theory. The algorithm applies synergetics to network selection, considering the candidate network as a compound system composed of multiple attribute subsystems, and combines the subsystem order degree with AHP weight to obtain entropy of the compound system, which is opposite the synergy degree of a network system. The greater the synergy degree, the better the network performance. The algorithm takes not only the coordination of objective attributes but also Quality of Service （QoS） requirements into consideration, ensuring that users select the network with overall good performance. The simulation results show that the proposed algorithm can effectively reduce the QoS according to different services. handoff number and provide uses with satisfactory     

QoE-aware video distribution mechanism in FiWi

The mismatch of transmission ability causes the discontinuous transmission of video services in fiber-wireless access network,aimed at this problem,an QoE-aware video distribution mechanism was proposed.According to the structural characteristics of fiber-wireless access network,link state information and scalable video coding structure was considered,a QoE evaluation mode was established,and the particle swarm optimization algorithm was used to select optimal video transmission rate.Then the node transmission capacity and the node matching degree was analyzed,transmission path for the services was selected,so as to ensure the reliable transmission of services.The results show that the proposed mechanism can effectively improve the utilization rate of network resources and reduce network congestion while improving the quality of the user experience.     

GRA Based Network Selection in Heterogeneous Wireless Networks

4G wireless networks will integrate heterogeneous technologies such as Wireless LAN and third generation (3G) cellular networks and have the capability to offer various services at any time as per user requirements, anywhere with seamless interoperability at affordable cost. One important challenge in such a heterogeneous wireless environment is to enable network selection mechanisms in order to keep the mobile users always best connected anywhere and at any time. In this paper, a multi-criteria access network selection algorithm is proposed in Worldwide Interoperability for Microwave Access–Wireless Fidelity environment, in order to facilitate the provision of high quality services and at the same time to satisfy different types of user service level agreements. Analytical hierarchy process (AHP) and grey relational analysis (GRA) methods are applying for optimal access network selection. The proposed methodology combines the AHP to decide the relative weights of criteria set according to network’s performance, as well as the GRA to rank the network alternatives. The advantages of the GRA method are that the results are based on the original data, the calculations are simple and straightforward, and finally it is one of the best methods to make decision under heterogeneous wireless network environment.     

基于混合决策值的异构无线网络选择算法

针对异构网络环境下网络选择算法中决策值归一化或模糊化中存在的问题,提出了基于混合决策值的异构无线网络接入选择算法。该算法根据用户需求建立垂直切换算法评价指标体系,在此基础上建立混合型决策矩阵和计算一级指标、二级指标的权重,TOPSIS算法选择最优的网络。仿真分析表明,该算法在网络选择的过程中能够综合备选网络的各项指标,选择最优的网络接入,同时也能够满足具有特殊需求的移动台,提高网络吞吐量或减少传输延迟时间。     

Capability adaptation algorithm based on joint network and terminal selection in heterogeneous networks

Modern service industry has been the new point of economic growth, which is on the basis of information and communication technologies. Heterogeneous networks convergence is the trend for the development of information and communication technologies. This paper proposes a capacity adaptation algorithm to implement the network and terminal collaborative selection functions. The AHP and GRA algorithms are introduced for heterogeneous network selection, in which the AHP algorithm is aimed to calculate the weight parameters and the GRA algorithm is to select the best target network. The AHP and SAW algorithms are adopted to complete the terminal selection on basis of terminal attributes. Simulations and analysis show that capability adaptation can achieve network and terminal selection in heterogeneous networks for many services and applications.     

基于主客观权重的异构网络选择算法

为了解决在异构网络环境选择最佳的接入网络的问题,提出一种结合综合赋权的异构网络选择算法.在用户端采用层次分析法判断用户偏好,在网络端采用基于指标相关性的客观赋权法判断网络客观状态,结合基于离差极小化的综合赋权法得到最终权重,并运用理想值近似排序法进行网络排序,接入最佳网络.基于matlab的仿真结果表明：该方法能根据不同业务结合网络性能及用户需求,减少频繁切换,提高网络的选择结果的合理性和有效性.     

Spectrum handoff scheme with multiple attributes decision making for optimal network selection in cognitive radio networks

It is envisaged that in future Cognitive Radio (CR) networks deployment, multiple radio access networks may coexist. The networks may have different characteristics in terms of multiple attributes. CRs will have choices of selecting the optimal network out of the available networks. Optimal network selection is a challenging task that can be performed by spectrum handoff with Multiple Attribute Decision Making (MADM). The spectrum handoff decision with MADM provides wider and optimal choice with quality of service. This motivates the devolopment of a spectrum handoff scheme with MADM methods such as simple additive weighting, a technique for order preference by similarity to the ideal solution, a grey relational analysis and a cost function based method, which is the objective of this study. The CR preferences are based on voice, video and data services, called triple play services. The numerical results show that all MADM methods are effective for selecting the optimal network for spectrum handoff with a reduced complexity for the spectrum handoff decision. The paper shows that the proposed spectrum handoff scheme can be effectively implemented to select the optimal network according to triple play services in CR networks.     

最小最大剩余服务时间的异构网络选择算法

针对异构网络环境中的接入网选择问题,使用李雅普诺夫优化理论对网络进行建模,并提出了使不同接入网络的剩余服务时间差异最小的选择算法。该算法在保证网络稳定的基础上,在长时间尺度内降低了网络的阻塞率。仿真表明,该算法可以提高网络的利用率,降低用户被拒绝的概率。     

基于动态复合优先级的海上节点网络选择算法

针对海上移动节点完成业务时出现高优先级业务完成率低、业务拥堵率大、网络接入算法对波动环境适应性不足的问题,提出一种基于动态复合优先级的网络接入算法.首先,移动节点收集周围机动站点的网络属性参数,计算产生业务的执行紧迫性和剩余价值,再将不同类型业务的参数权重加入VIKOR法,形成最终的动态复合优先级,针对环境网络参数提供...