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An analytical solution based on mobility and multicriteria optimization for access selection in heterogeneous environment

机译:基于移动性和多准则优化的异构环境中访问选择的解析解决方案

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摘要

Providing global connectivity with high speed and guaranteed quality at any place and any time is now becoming a reality due to the integration and co-ordination of different radio access technologies. The internetworking of existing networks with diverse characteristics has been considered attractive to meet the incredible development of interactive multimedia services and ever-growing demands of mobile users. Due to the diverse characteristics of heterogeneous networks, several challenges have to be addressed in terms of quality of service (QoS), mobility management and user preferences. To achieve this goal, an optimal network selection algorithm is needed to select the target network for maximizing the end user satisfaction. The existing works do not consider the integration of utility function with mobile terminal mobility characteristics to minimize ping-pong effects in the integrated networks. An integrated multicriteria network selection algorithm based on multiplicative utility function and residual residence time (RRT) estimation is proposed to keep the mobile users always best connected. Multiplicative weighted utility function considers network conditions, application QoS and user preferences to evaluate the available networks. In this paper, the proposed scheme is implemented with two mainstreams (pedestrian users and high-velocity users). For high-velocity users, RRT and adaptive residence time threshold are also considered to keep the probability of handover failures and unnecessary handovers within the limits. Monte-Carlo simulation results demonstrate that the proposed scheme outperforms against existing approaches.
机译:由于不同无线电接入技术的集成和协调,在任何地方,任何时间提供高速和有保证的质量的全球连接现在已成为现实。具有各种特性的现有网络的互联网络被认为具有吸引力,可以满足交互式多媒体服务的惊人发展以及移动用户不断增长的需求。由于异构网络的不同特性,必须在服务质量(QoS),移动性管理和用户偏好方面解决一些挑战。为了实现此目标,需要一种最佳的网络选择算法来选择目标网络,以最大程度地提高最终用户的满意度。现有工作没有考虑将效用功能与移动终端移动性特征相集成以最小化集成网络中的乒乓效应。提出了一种基于乘法效用函数和剩余停留时间(RRT)估计的集成多准则网络选择算法,以保持移动用户始终保持最佳连接状态。乘法加权效用函数考虑网络条件,应用QoS和用户偏好来评估可用网络。在本文中,所提出的方案是在两个主流(行人用户和高速用户)中实现的。对于高速用户,还应考虑RRT和自适应停留时间阈值,以将切换失败和不必要切换的可能性保持在限制范围内。蒙特卡洛仿真结果表明,所提出的方案优于现有方案。

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