Jae Won Jang's research while affiliated with Korea Advanced Institute of Science and Technology and other places

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Publication (1)

PPO-based Autonomous Transmission Period Control System in IoT Edge Computing
Article
  • Dec 2023
With the recent explosive growth of the Internet of Things (IoT), edge computing is emerging as a modern computing paradigm that coexists with the cloud to process massive amounts of data particularly distributed at the edge network. Meanwhile, edge computing directly permits the use of artificial intelligent (AI) models at the edge. Currently in n...
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Citations

... The transmitted data are then restored at the cloud using machine learning techniques without degrading the quality of the original data. Lee et al. [22] propose an approach to adaptively control the transmission period of IoT devices, extending the lifespan of devices while maintaining high data quality by adjusting the transmission period concerning the fluctuation of monitored values at IoT devices. ...
Reference: Deep Reinforcement Learning Driven Joint Dynamic TDD and RRC Connection Management Scheme in Massive IoT Networks
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