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Knapsack - TOPSIS Technique for Vertical Handover in Heterogeneous Wireless Network

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  • E M Malathy
  • Vijayalakshmi Muthuswamy

Abstract

In a heterogeneous wireless network, handover techniques are designed to facilitate anywhere/anytime service continuity for mobile users. Consistent best-possible access to a network with widely varying network characteristics requires seamless mobility management techniques. Hence, the vertical handover process imposes important technical challenges. Handover decisions are triggered for continuous connectivity of mobile terminals. However, bad network selection and overload conditions in the chosen network can cause fallout in the form of handover failure. In order to maintain the required Quality of Service during the handover process, decision algorithms should incorporate intelligent techniques. In this paper, a new and efficient vertical handover mechanism is implemented using a dynamic programming method from the operation research discipline. This dynamic programming approach, which is integrated with the Technique to Order Preference by Similarity to Ideal Solution (TOPSIS) method, provides the mobile user with the best handover decisions. Moreover, in this proposed handover algorithm a deterministic approach which divides the network into zones is incorporated into the network server in order to derive an optimal solution. The study revealed that this method is found to achieve better performance and QoS support to users and greatly reduce the handover failures when compared to the traditional TOPSIS method. The decision arrived at the zone gateway using this operational research analytical method (known as the dynamic programming knapsack approach together with Technique to Order Preference by Similarity to Ideal Solution) yields remarkably better results in terms of the network performance measures such as throughput and delay.

Suggested Citation

  • E M Malathy & Vijayalakshmi Muthuswamy, 2015. "Knapsack - TOPSIS Technique for Vertical Handover in Heterogeneous Wireless Network," PLOS ONE, Public Library of Science, vol. 10(8), pages 1-16, August.
  • Handle: RePEc:plo:pone00:0134232
    DOI: 10.1371/journal.pone.0134232
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    References listed on IDEAS

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    1. Saaty, Thomas L., 1990. "How to make a decision: The analytic hierarchy process," European Journal of Operational Research, Elsevier, vol. 48(1), pages 9-26, September.
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    Cited by:

    1. Wei-Hsiu Hsu & Li-Ju Lai & Yo-Ping Huang & Avichandra Singh, 2019. "Association Analysis of Scoliosis Based on Backpack Carrying Methods and Head Positions of Elementary School Students," Biomedical Journal of Scientific & Technical Research, Biomedical Research Network+, LLC, vol. 13(5), pages 10222-10232, January.
    2. Christos A. Kontovas & Krishna Sooprayen, 2020. "Maritime Cargo Prioritisation during a Prolonged Pandemic Lockdown Using an Integrated TOPSIS-Knapsack Technique: A Case Study on Small Island Developing States—The Rodrigues Island," Sustainability, MDPI, vol. 12(19), pages 1-20, September.

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