Tan Zheng Hui Ernest

Singapore Institute of Technology — Singapore

Engineering · Physical Sciences

12h-index353citations47works2.22yr avg
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Research Topics

UAV Applications and Optimization(16), Full-Duplex Wireless Communications(12), Advanced Wireless Communication Technologies(11), IoT and Edge/Fog Computing(9), Advanced MIMO Systems Optimization(7)

Publications47 total

DOE: Point Cloud Registration Based on Rotation Dimensionality Reduction and Outlier Elimination
2025
Reinforcement Learning for Joint Caching and Power Control for IIoT Networks
2025Open Access
A Cache-Aware Offloading Strategy for Timely Generative AI Services in IIoT Networks
2025Open Access
Scalable Energy-Efficiency Optimization in MEC-Enabled IIoT: A Deep Reinforcement Learning Perspective
2025Open Access
Timeliness-Aware Computation Offloading Strategies for IIoT Networks
IEEE Transactions on Network Science and Engineering·2025· 2 citedOpen Access
Energy-Efficient UAV-Driven Multi-Access Edge Computing: A Distributed Many-Agent Perspective
IEEE Transactions on Communications·2025· 12 citedOpen Access
Energy-Efficient UAV-Aided Computation Offloading on THz Band: A MADRL Solution
2024· 1 cited
MACU: A Multiagent Cache Updating Framework for IIoT Networks
IEEE Internet of Things Journal·2024· 4 cited
Peak Age of Information Analysis of Status Update Strategies in Cache-Enabled IIoT Networks
IEEE Internet of Things Journal·2024· 3 cited
Mean Peak Age of Information Analysis of Energy-Aware Computation Offloading in IIoT Networks
2024· 1 cited
CR-DDPG: Cache Refreshing for MEC Networks with DDPG
2024· 1 cited
A Distributed Deep Learning-Driven Edge Caching Strategy for Industrial IoT Networks
2023
Computation Offloading in MEC-Enabled IoV Networks: Average Energy Efficiency Analysis and Learning-Based Maximization
IEEE Transactions on Mobile Computing·2023· 45 cited
MultiNet: Deep unsupervised power control for industrial MU-MIMO networks
Physical Communication·2023· 1 cited
Age of Information Outage Probability Analysis for Computation Offloading in IIoT Networks
IEEE Communications Letters·2023· 11 cited
SVDNet: Deep Power Control for Multiuser MIMO
2023· 2 cited
An Energy Efficiency Analysis of Computation Offloading in MEC-Enabled IoV Networks
2023· 2 cited
Ensemble Learning-Based Edge Caching Strategies for Internet of Vehicles: Outage and Finite SNR Analysis
IEEE Open Journal of the Communications Society·2023· 7 citedOpen Access
Research Progress of Microtransfer Printing Technology for Flexible Electronic Integrated Manufacturing
Micromachines·2021· 22 citedOpen Access
Performance Analysis of Base Station Association Strategies in Industrial 5G Networks
2021 IEEE 94th Vehicular Technology Conference (VTC2021-Fall)·2021
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Frequent Co-authors

A. S. Madhukumar(33), Anoop Kumar Krishna(21), Rajendra Prasad Sirigina(20), Ritabrata Maiti(6), A S Madhukumar(4), Yuanjian Li(2), Gan Zheng(2), Walid Saad(2), A.H. Aghvami(2), A S Madhukumar(2), Xiaolin Zhang(2), Li Zhang(1), Chong Zhang(1), Jingrong Tang(1), Chi Yao(1), Bo Hao(1), K. G. Smitha(1), A. P. Vinod(1), Alejandro Seif(1), Chunyu Li(1)