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Performance Analysis of Vertical Handoff Metrics Using Variance Based Algorithms

机译:基于方差算法的垂直切换度量的性能分析

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Vertical handover is the evolving concept in 4G for seamless communication between heterogeneous networks. In this paper, our main objective is to analyze handover between two WLAN, two Wimax, two UMTS networks. The vertical handover decision is taken based on the variance based algorithm, which calculates the variance of parameters such as delay, jitter, bandwidth and packet loss for various above mentioned networks and the network with most of the parameters with minimum variance is selected. This algorithm is also compared with other algorithms such as MEW (Multiplicative experiment weighting), SAW (Simple Additive Weighting), TOPOSIS (Technique for order preference by similarity to ideal solution) and GRA (Grey Relational Analysis). These algorithms are appropriate for different traffic classes. Simulation results for proposed variance based algorithm in Matlab is discussed and compared with other Multiple attribute decision making algorithm basis of bandwidth; jitter, delay etc. are discussed in the paper. It can be seen that the proposed variance algorithm gives less packet delay than all the algorithms, Jitter is also is least than all the other algorithms.
机译:垂直切换是4G中不断发展的概念,用于异构网络之间的无缝通信。在本文中,我们的主要目标是分析两个WLAN,两个Wimax,两个UMTS网络之间的切换。基于基于方差的算法来做出垂直切换决策,该算法计算上述各种网络的诸如延迟,抖动,带宽和分组丢失之类的参数的方差,并且选择具有大多数参数且方差最小的网络。该算法还与其他算法进行了比较,例如MEW(乘法实验加权),SAW(简单加法加权),TOPOSIS(与理想解决方案相似的订单偏好技术)和GRA(灰色关联分析)。这些算法适用于不同的流量类别。讨论了在Matlab中基于方差算法的仿真结果,并与其他基于带宽的多属性决策算法进行了比较;本文讨论了抖动,延迟等。可以看出,所提出的方差算法比所有算法具有更少的分组延迟,抖动也比所有其他算法最小。

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