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Choong Seon Hong
Researcher at Kyung Hee University
Publications - 1088
Citations - 18047
Choong Seon Hong is an academic researcher from Kyung Hee University. The author has contributed to research in topics: Wireless sensor network & Wireless network. The author has an hindex of 47, co-authored 1015 publications receiving 12065 citations. Previous affiliations of Choong Seon Hong include University of Maryland University College & National Computerization Agency.
Papers
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Proceedings ArticleDOI
Federated Learning based Energy Demand Prediction with Clustered Aggregation
TL;DR: In this article, a recurrent neural network based energy demand predictor, trained with federated learning on clustered clients, is proposed to take advantage of distributed data and speed up the convergence process.
Journal ArticleDOI
A Connection Entropy-based Multi-Rate Routing Protocol for Mobile Ad Hoc Networks
Cao Trong Hieu,Choong Seon Hong +1 more
TL;DR: A new routing metric for MANETs is proposed that considers both link weight and route stability based on connection entropy, and shows that the proposed routing metric improves end-to-end throughput and reduces the percentage of link breakages and route reparations.
Posted Content
Decentralized Computation Offloading and Resource Allocation in Heterogeneous Networks with Mobile Edge Computing.
TL;DR: This work considers a heterogeneous network with mobile edge computing, where a user can offload its computation to one among multiple servers, and minimize the system-wide computation overhead by jointly optimizing the individual computation decisions, transmit power of the users, and computation resource at the servers.
Proceedings ArticleDOI
Intelligent M2M network using healthcare sensors
TL;DR: Intelligent mobile sensor agents in a healthcare scenario in a M2M context can sense blood pressure of a patient and can notify remote doctor, with the help of an intelligent adapter and a manager in aM2M healthcare scenario.
Journal ArticleDOI
Fair Sharing of Backup Power Supply in Multi-Operator Wireless Cellular Towers
TL;DR: This paper proposes fair sharing of backup power supply by multiple wireless operators based on the Nash bargaining solution (NBS) and demonstrates that sharing backup power/energy improves the communications service quality with lower cost and consumes less base station power than the non-sharing approach.