• 제목/요약/키워드: constrained Markov decision process (CMDP)

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Reliability-guaranteed multipath allocation algorithm in mobile network

  • Jaewook Lee;Haneul Ko
    • ETRI Journal
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    • 제44권6호
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    • pp.936-944
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    • 2022
  • The mobile network allows redundant transmission via disjoint paths to support high-reliability communication (e.g., ultrareliable and low-latency communications [URLLC]). Although redundant transmission can improve communication reliability, it also increases network costs (e.g., traffic and control overhead). In this study, we propose a reliability-guaranteed multipath allocation algorithm (RG-MAA) that allocates appropriate paths by considering the path setup time and dynamicity of the reliability paths. We develop an optimization problem using a constrained Markov decision process (CMDP) to minimize network costs while ensuring the required communication reliability. The evaluation results show that RG-MAA can reduce network costs by up to 30% compared with the scheme that uses all possible paths while ensuring the required communication reliability.