Prof. Kim Taejoon
Research areas
Wireless Communication, Network Optimization, UAV Network, Reinforcement Learning, Vision Language Model and Generative AI
Research activities
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Publications |
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1 |
TH, Trang Nguyen, and Taejoon Kim. "Proximal Policy Optimization for Up/Downlink Time Slots Allocation in 5/6G Dynamic TDD Networks." KSII Transactions on Internet & Information Systems 19, no. 1 (2025): 259. |
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2 |
Dewasurendra, Hasindu, and Taejoon Kim. "Deep hybrid architecture for very low-resolution image classification using capsule attention." IEEE Access 12 (2024): 141705-141717. |
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3 |
Tran, Thong-Nhat, Heejung Yu, and Taejoon Kim. "Strategies for optimizing uplink spectrum efficiency in cell-free massive MIMO satellite-UAV network." IEEE Internet of Things Journal 11, no. 22 (2024): 37154-37169. |
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Vu, Duc Thinh, Ba Cao Nguyen, Nguyen Van Vinh, Taejoon Kim, and Bao The Phung. "Full/half-duplex unmanned aerial vehicles assisted wireless systems: Performance analysis and optimization." Computer Communications 221 (2024): 66-77. |
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5 |
Lee, Wonseok, Seonghee Park, and Taejoon Kim. "Denoising graph autoencoder for missing human joints reconstruction." IEEE Access 12 (2024): 57381-57389. |
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6 |
Le, Thanh-Lanh, Ba Cao Nguyen, Tran Manh Hoang, Taejoon Kim, and Gia Thien Luu. "Improving secrecy performance of NOMA networks with multiple non-colluding eavesdroppers employing multiple aerial reconfigurable intelligent surfaces." Physical Communication 63 (2024): 102314. |
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7 |
Hoang, Tran Manh, Ba Cao Nguyen, and Taejoon Kim. "Performance analysis and optimization of UAV-assisted NOMA short packet communication systems." ICT Express 10, no. 2 (2024): 292-298. |
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8 |
Lee, Wonseok, and Taejoon Kim. "Multiagent reinforcement learning in controlling offloading ratio and trajectory for multi-UAV mobile-edge computing." IEEE Internet of Things Journal 11, no. 2 (2023): 3417-3429. |
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Hoang, Tran Manh, Quyet-Nguyen Van, Ba Cao Nguyen, Nguyen Van Vinh, and Taejoon Kim. "Performance analysis and optimization of multi-antenna UAV-aided multi-user backscatter SPC systems." IEEE Transactions on Intelligent Vehicles 9, no. 1 (2023): 1028-1039. |
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10 |
Kim, Taejoon. "Exploring the effects of directional antennas on the secure connectivity and hop count of secure multi-hop ad-hoc wireless networks." Computer Networks 232 (2023): 109845. |
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