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A Deterministic Scheduling Policy for Low-Latency Wireless Communication with Continuous Channel States

  • Junjie Wu*
  • , Wei Chen
  • *Corresponding author for this work
  • Tsinghua University

Research output: Contribution to journalArticlepeer-review

Abstract

Low-latency and energy-efficient wireless communication holds the potential of enabling the industrial internet of things (IIoT), automatic driving, and telesurgery. Cross-layer scheduling, which is aware of both the channel and queue states, has attracted considerable attention recently because it is capable of reducing the average delay substantially while meeting a given average power constraint. As a result, there has been considerable work, in which joint channel and buffer aware scheduling is formulated as a constrained Markov decision process (CMDP). In general, the optimal solution to a CMDP problem is characterized by the stationary probability of actions, yielding probabilistic cross-layer scheduling with possibly high complexity in practice. In this paper, we are interested in the low-latency and energy-efficient stationary cross-layer scheduling policy for wireless channels with continuous channel states, e.g. Rayleigh fading. It is interestingly shown that a deterministic cross-layer scheduling policy can achieve the optimal tradeoff between the average delay and power. In other words, the signaling complexity of cross-layer scheduling can be significantly reduced without causing sub-optimality. Simulation results also demonstrate that our work provides a low-complexity solution for low-latency and energy-efficient wireless communications.

Original languageEnglish
Pages (from-to)6590-6603
Number of pages14
JournalIEEE Transactions on Communications
Volume69
Issue number10
DOIs
StatePublished - 1 Oct 2021
Externally publishedYes

Keywords

  • Delay-power tradeoff
  • constrained Markov decision process (CMDP)
  • cross-layer scheduling
  • deterministic scheduling policy
  • probabilistic scheduling policy

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