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Liang Huang
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Deep reinforcement learning for online computation offloading in wireless powered mobile-edge computing networks
L Huang, S Bi, YJA Zhang
IEEE Transactions on Mobile Computing 19 (11), 2581-2593, 2020
8162020
Joint optimization of service caching placement and computation offloading in mobile edge computing systems
S Bi, L Huang, YJA Zhang
IEEE Transactions on Wireless Communications 19 (7), 4947-4963, 2020
2352020
Deep reinforcement learning-based joint task offloading and bandwidth allocation for multi-user mobile edge computing
L Huang, X Feng, C Zhang, L Qian, Y Wu
Digital Communications and Networks 5 (1), 10-17, 2019
2292019
Distributed deep learning-based offloading for mobile edge computing networks
L Huang, X Feng, A Feng, Y Huang, LP Qian
Mobile networks and applications 27, 1123–1130, 2022
1642022
Lyapunov-guided deep reinforcement learning for stable online computation offloading in mobile-edge computing networks
S Bi, L Huang, H Wang, YJA Zhang
IEEE Transactions on Wireless Communications 20 (11), 7519-7537, 2021
1482021
Data augmentation for deep learning-based radio modulation classification
L Huang, W Pan, Y Zhang, L Qian, N Gao, Y Wu
IEEE access 8, 1498-1506, 2019
1402019
Multi-server multi-user multi-task computation offloading for mobile edge computing networks
L Huang, X Feng, L Zhang, L Qian, Y Wu
Sensors 19 (6), 1446, 2019
1132019
DRL-based partial offloading for maximizing sum computation rate of wireless powered mobile edge computing network
S Zhang, H Gu, K Chi, L Huang, K Yu, S Mumtaz
IEEE Transactions on Wireless Communications 21 (12), 10934-10948, 2022
742022
Minimization of transmission completion time in wireless powered communication networks
K Chi, YH Zhu, Y Li, L Huang, M Xia
IEEE Internet of Things Journal 4 (5), 1671-1683, 2017
702017
Generalized pollaczek-khinchin formula for markov channels
L Huang, TT Lee
IEEE Transactions on Communications 61 (8), 3530-3540, 2013
512013
Optimal relay selection and power control for energy-harvesting wireless relay networks
Y Wu, L ping Qian, L Huang, X Shen
IEEE Transactions on Green Communications and Networking 2 (2), 471-481, 2017
482017
Throughput guarantees for multi-cell wireless powered communication networks with non-orthogonal multiple access
L Huang, R Nan, K Chi, Q Hua, K Yu, N Kumar, M Guizani
IEEE Transactions on Vehicular Technology 71 (11), 12104-12116, 2022
432022
Deep reinforcement learning-based task offloading and resource allocation for mobile edge computing
L Huang, X Feng, L Qian, Y Wu
Machine Learning and Intelligent Communications: Third International …, 2018
402018
Visualizing deep learning-based radio modulation classifier
L Huang, Y Zhang, W Pan, J Chen, LP Qian, Y Wu
IEEE Transactions on Cognitive Communications and Networking 7 (1), 47-58, 2021
382021
HybridIoT: Integration of hierarchical multiple access and computation offloading for IoT-based smart cities
LP Qian, Y Wu, B Ji, L Huang, DHK Tsang
IEEE network 33 (2), 6-13, 2019
372019
SigNet: A novel deep learning framework for radio signal classification
Z Chen, H Cui, J Xiang, K Qiu, L Huang, S Zheng, S Chen, Q Xuan, ...
IEEE Transactions on Cognitive Communications and Networking 8 (2), 529-541, 2022
332022
Meta-Learning based Dynamic Computation Task Offloading for Mobile Edge Computing Networks
L Huang, L Zhang, S Yang, LP Qian, Y Wu
IEEE Communications Letters 25 (5), 1568-1572, 2021
312021
Energy management for secure transmission in wireless powered communication networks
S Zhang, S Kong, K Chi, L Huang
IEEE Internet of Things Journal 9 (2), 1171-1181, 2022
282022
Deep learning-based dynamic computation task offloading for mobile edge computing networks
S Yang, G Lee, L Huang
Sensors 22 (11), 4088, 2022
262022
Efficient and reliable multicast using device-to-device communication and network coding for a 5G network
K Chi, L Huang, Y Li, Y Zhu, X Tian, M Xia
IEEE Network 31 (4), 78-84, 2017
262017
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