Fuzzy Logic-based Intelligent Scheme for Enhancing QoS of Vertical Handover Decision in Vehicular Ad-hoc Networks

International Research and Innovation Summit 2017

Azzali, F.^1 ; Ghazali, O.^1 ; Omar, M.H.^1

Universiti Utara Malaysia, Sintok, Kedah, Malaysia^1

关键词: Advanced technology;    Conventional algorithms;    Fuzzy logic algorithms;    Handover failure probabilities;    Handover performance;    Seamless connectivity;    Various technologies;    Vertical handover decisions;   

Others  :  https://iopscience.iop.org/article/10.1088/1757-899X/226/1/012081/pdf
DOI  :  10.1088/1757-899X/226/1/012081

来源: IOP

【 摘 要 】

The design of next generation networks in various technologies under the "Anywhere, Anytime" paradigm offers seamless connectivity across different coverage. A conventional algorithm such as RSSThreshold algorithm, that only uses the received strength signal (RSS) as a metric, will decrease handover performance regarding handover latency, delay, packet loss, and handover failure probability. Moreover, the RSS-based algorithm is only suitable for horizontal handover decision to examine the quality of service (QoS) compared to the vertical handover decision in advanced technologies. In the next generation network, vertical handover can be started based on the user's convenience or choice rather than connectivity reasons. This study proposes a vertical handover decision algorithm that uses a Fuzzy Logic (FL) algorithm, to increase QoS performance in heterogeneous vehicular ad-hoc networks (VANET). The study uses network simulator 2.29 (NS 2.29) along with the mobility traffic network and generator to implement simulation scenarios and topologies. This helps the simulation to achieve a realistic VANET mobility scenario. The required analysis on the performance of QoS in the vertical handover can thus be conducted. The proposed Fuzzy Logic algorithm shows improvement over the conventional algorithm (RSSThreshold) in the average percentage of handover QoS whereby it achieves 20%, 21% and 13% improvement on handover latency, delay, and packet loss respectively. This is achieved through triggering a process in layer two and three that enhances the handover performance.