Multi-Agent Reinforcement Learning With Cross-Layered Adaptive Wireless Video Streaming for Road Traffic Monitoring

Multi-Agent Reinforcement Learning With Cross-Layered Adaptive Wireless Video Streaming for Road Traffic Monitoring

This paper presents the design and implementation of a multi-agent reinforcement learning framework for adaptive wireless image sequence streaming in road traffic monitoring systems. This work extends previous research that utilizes Apache Kafka for real-time wireless image transmission. To promote...

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Bibliographic Details
Main Authors: Aung Myo Htut, Hideya Ochiai, Chaodit Aswakul
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Apache Kafka
near real-time image sequence streaming
multi-agent reinforcement learning
road traffic monitoring system
software-defined wireless mesh network
Online Access:https://ieeexplore.ieee.org/document/11098873/
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