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The Latency Performance Analysis and Effective Relay Selection for Visible Light Networks.

Baozhu Yu1, Xiangyu Liu1

  • 1School of Information Science and Engineering, Shenyang Ligong University, Shenyang 110158, China.

Sensors (Basel, Switzerland)
|May 11, 2024
PubMed
Summary

This study introduces a novel framework for analyzing latency and reliability in visible light communication (VLC) networks. It also proposes an efficient core network forwarding strategy to enhance data transmission quality.

Keywords:
aggregate trafficforwarding schemelatencymartingalesstatistical reliability

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Area of Science:

  • Wireless Communication
  • Network Reliability
  • Information Theory

Background:

  • Visible Light Communication (VLC) networks face challenges in latency evaluation and core network forwarding for reliable end-to-end communication.
  • Link blockages in VLC impact service processes and latency, necessitating advanced analytical frameworks.

Purpose of the Study:

  • To develop a latency-bounded reliability analysis framework for VLC networks.
  • To propose an efficient forwarding strategy for core networks to improve data transmission quality.

Main Methods:

  • Leveraging martingale theory to construct a martingale of the service process for VLC links.
  • Developing a martingale process related to latency, incorporating aggregate arrivals and random service characteristics.
  • Defining a stopping time event for latency and utilizing stopping time theory to derive an upper bound for latency-related unreliability.
  • Proposing a dynamic forward backhaul framework with a relay selection algorithm based on back-pressure theory for the core network.

Main Results:

  • A tight upper bound for latency-related unreliability in VLC networks was derived using stopping time theory.
  • The proposed dynamic forward backhaul framework and relay selection algorithm demonstrated improved data transmission quality in the core network.
  • Simulation results validated the effectiveness of the theoretical latency-bounded reliability analysis framework.

Conclusions:

  • The developed martingale-based framework provides an effective method for analyzing latency-bounded reliability in VLC systems.
  • The proposed core network forwarding strategy enhances data transmission quality, particularly under data-intensive conditions.
  • The study successfully integrates wireless access network analysis with core network forwarding strategies for improved end-to-end network reliability.