Evolutionary Stable Strategy enabled Resource Allocation in 6G: A Strategy Integration based Game Theoretic Approach
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报告开始:2024年10月25日 14:15(Asia/Bangkok)

报告时间:15min

所在会场:[RS1] Regular Session 1 [RS1-1] Mobile computing, communications, 5G and beyond

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摘要
In the rapidly advancing era of 6G networks, an efficient resource allocation (RA) is necessitated. Consequently, our paper reveals a sophisticated mathematical model based on Evolutionary Game Theory and replicator dynamics, designed to optimize and stabilize resource distribution. The model delineates how Evolutionary Stable Strategies (ESS) can be systematically identified and employed to enhance network efficiency and fairness significantly. Further, the integration of strategic interaction analysis and dynamic modelling demonstrates that ESS not only
respond adeptly to changing network conditions but also robustly guard against inefficiencies caused by signal degradation and user demand variability. Our empirical simulations validate the
model’s effectiveness in fostering resilient and equitable RA, thereby setting a foundation for future 6G network designs that prioritize adaptability and sustainability. Furthermore, we
proposed a few algorithms, such as ESS sustainability and stabilization criteria for ESS, to depict the change in strategy population, which turns into the strategy fitness change and
convergence of strategic population, respectively. Moreover, our paper aims to highlight the innovative approach succinctly, additionally, the theoretical foundation and practical outcomes
of our research, focusing to engage and address a wider audience effectively in the upcoming era of next-generation communication technologies.
关键词
Evolutionary Stable Strategies,6G,Resource allocation,Evolutionary game theory
报告人
Vivek Pathak
Research Scholar Indian Institute of Technology Dharwad

Rahul Jashvantbhai Pandya
Assistant Professor Indian Institute of Technology Dhawad

稿件作者
Vivek Pathak Indian Institute of Technology Dharwad
Aryan Sharma Indian Institute of Technology Dharwad
Muktesh Singh Rathore Indian Institute of Technology Dharwad
Rahul Jashvantbhai Pandya Indian Institute of Technology Dharwad
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重要日期
  • 会议日期

    10月24日

    2024

    10月27日

    2024

  • 10月14日 2024

    初稿截稿日期

  • 10月29日 2024

    注册截止日期

  • 10月31日 2024

    报告提交截止日期

主办单位
国际科学联合会
IEEE泰国分会
IEEE计算机学会泰国分会
历届会议
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