Dr Tan Zheng Hui Ernest
Assistant Professor
Singapore Institute of Technology (SIT)
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Current Research Interests
Edge intelligence for 6G-enabled IoT networks
Wireless performance analysis for IoT networks
AI-assisted wireless communications for 6G-enabled IoT networks
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Selected Publications
T. Z. H. Ernest and A. S. Madhukumar, "Computation Offloading in MEC-Enabled IoV Networks: Average Energy Efficiency Analysis and Learning-Based Maximization," in IEEE Transactions on Mobile Computing, May 2024.
T. Z. H. Ernest and A. S. Madhukumar, "Age of Information Outage Probability Analysis for Computation Offloading in IIoT Networks," in IEEE Communications Letters, Sept. 2023.
T. Z. H. Ernest and A. S. Madhukumar, "Ensemble Learning-Based Edge Caching Strategies for Internet of Vehicles: Outage and Finite SNR Analysis," in IEEE Open Journal of the Communications Society, 2023.
T. Z. H. Ernest and A. S. Madhukumar, "Peak Age of Information Analysis of Status Update Strategies in Cache-Enabled IIoT Networks," in IEEE Internet of Things Journal, 2024.
R. Maiti, A. S. Madhukumar and T. Z. H. Ernest, "MACU: A Multi-Agent Cache Updating Framework for IIoT Networks," in IEEE Internet of Things Journal, 2024.
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