| Main Research Interests: |
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Operations Research in Telecommunications
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Machine Learning in Communications and Networking
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Cognitive Communications and Networking
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| Thanks to the agencies and
corporations that funded our research. If you're new to the site, please drop me a line. I always like to know who's
reading. Here is a video of one of our
works. |
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| Selected Publications [Journal
Article] [Conference Paper] [Book] |
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| Notice: Personal use of this material is permitted. Permission from
IEEE must be obtained for all other uses. |
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| Journal Article (Last 10 years) |
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• QoS-Guaranteed Resource Allocation in Mobile
Communications: A Stochastic Network
Calculus Approach.
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| Juan Zhu and Shaowei Wang. |
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| IEEE/ACM Transactions on Networking, in Press, 2024. |
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• Real-Time VNF Scheduling with Latency Guarantee: An Online
Primal-Dual
Method.
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| Zhenran Kuai and Shaowei Wang. |
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| IEEE Transactions on Mobile Computing, in revision, 2024. |
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• Joint User Selection and Power Allocation for Massive MIMO
Downlink with
Deterministic QoS Demands: A Simulated Annealing Method.
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| Shichen Cao and Shaowei Wang. |
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| IET Communications, in press, 2024. |
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• Low Risk Antenna
Configurations for Mobile Communication
Systems: A Safe
Reinforcement Learning Method.
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| Yifang Zhang and Shaowei Wang. |
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| IEEE Wireless Communications Letters, vol. 13, no. 7, pp.
1808-1812, Jul. 2024. |
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• EdgeOPT: A Competitive Algorithm for Online Parallel Task
Scheduling with Latency
Guarantee in Mobile Edge Computing.
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| Yucheng Yang and Shaowei Wang. |
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| IEEE Transactions on Communications, in press, 2024. |
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• Toward Order Optimal Channel Access in Unknown
Environments: An Online Learning
Method.
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| Shuai Ye and Shaowei Wang. |
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| IEEE Transactions on Communications, in press, 2024. |
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• User Scheduling in Wireless
Networks for Deterministic
Service: An Efficient Genetic Algorithm Method.
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| You Zhao, Yuchao Zhu, and Shaowei Wang. |
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| IEEE Networking Letters, vol. 6, no. 1, pp. 1-5, Mar. 2024. |
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• Cooperative Aerial and Ground
Vehicle Trajectory Planning
for Post-Disaster Communications: An Attention-Based Learning Approach.
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| Yuchao Zhu and Shaowei Wang. |
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| Vehicular Communications, vol. 42, pp. 100631, Jun. 2023. |
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• Cooperative Aerial and Ground Vehicle Trajectory Planning
for Post-Disaster Communications: An Attention-Based Learning Approach.
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| Yuchao Zhu and Shaowei Wang. |
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| Vehicular Communications, in press, 2023. |
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• Intelligent Slicing: A New Paradigm of Radio Resource
Management for Mobile Networks.
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| Tianyu Wang, Xun Cao, and Shaowei Wang. |
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| IEEE Network, in press, 2023. |
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• Codebook Based Antenna
Configuration: A New Network Planning Paradigm for mmWave
Mobile Communication Systems.
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| Linzhi Shen, Yifang Zhang, and Shaowei Wang.
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| IEEE Transactions on Vehicular Technology, DOI
10.1109/TVT.2023.3259435, 2023. |
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• Optimal Analog Precoder Design
for Hybrid Beamforming Is Possible.
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| Jiaen Lv, Tianyu Wang, and Shaowei Wang. |
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| IEEE Transactions on Vehicular Technology, DOI
10.1109/TVT.2023.3245091, 2023. |
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• Efficient Carrier Frequency
Offset Estimation in Wireless Sensor Networks.
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| Siqi Liu and Shaowei Wang. |
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| IEEE Sensors Letters, vol. 7, no. 5, pp. 1-4, May 2023. |
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• Flying Path Optimization of
Rechargeable UAV for Data Collection in Wireless Sensor Networks.
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| Yuchao Zhu and Shaowei Wang. (An invited paper
selected from IEEE APSCON 2023) |
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| IEEE Sensors Letters, vol. 7, no. 2, pp. 1-4, Feb. 2023. |
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• Thompson Sampling Based Dynamic
Spectrum Access in Non-Stationary Environments.
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| Shuai Ye, Tianyu Wang and Shaowei Wang. |
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| IEEE Transactions on Cognitive Communications and Networking,
DOI 10.1109/TCCN.2023.3237578, Jan. 2023. |
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• Hardware Impairment Estimation
in NB-IoT: A Parallel Multi-Task Learning Method.
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| Siqi Liu, Tianyu Wang, and Shaowei Wang..
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| IEEE Internet of Things Journal, DOI 10.1109/JIOT.2022.3228292,
Dec. 2022. |
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• Hardware Impairment Estimation
in NB-IoT: A Parallel Multi-Task Learning Method.
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| Siqi Liu, Tianyu Wang, and Shaowei Wang..
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| IEEE Internet of Things Journal, DOI 10.1109/JIOT.2022.3228292,
Dec. 2022. |
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• Thompson Sampling Based Dynamic
Spectrum Access in Non-Stationary Environments.
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| Shuai Ye, Tianyu Wang and Shaowei Wang. |
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| IEEE Transactions on Cognitive Communications and Networking,
DOI 10.1109/TCCN.2023.3237578, Jan. 2023. |
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• K-Nearest Neighbors Gaussian Process Regression for Urban
Radio Map Reconstruction.
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| Yifang Zhang and Shaowei Wang. |
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| IEEE Communications Letters, DOI 10.1109/LCOMM.2022.3207210,
Sept. 2022. |
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• End-to-End Learning for Chromatic
Dispersion Compensation in Optical Fiber Communication.
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| Mingyu Li and Shaowei Wang. |
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| IEEE Communications Letters, vol. 26, no. 8, pp. 1829-1832, Aug.
2022. |
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• Fair Virtual Network Function Mapping and Scheduling Using
Proximal Policy Optimization.
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| Zhenran Kuai, Tianyu Wang and Shaowei Wang.
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| IEEE Transactions on Communications, DOI
10.1109/TCOMM.2022.3211071, Sept. 2022. |
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• Inter-Slice Radio Resource
Allocation: An Online Convex Optimization Approach.
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| Tianyu Wang and Shaowei Wang. |
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| IEEE Wireless Communications, vol. 28, no. 5, pp. 171-177, Oct.
2021. |
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• Efficient Aerial Data
Collection with Cooperative Trajectory Planning for Large-Scale Wireless Sensor
Networks.
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| Yuchao Zhu and Shaowei Wang. |
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| IEEE Transactions on Communications, vol. 21, no. 3, pp.
2122-2134, Mar. 2022. |
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• Improved Downlink Rates for
FDD Massive MIMO Systems Through Bayesian
Neural Networks-Based Channel Prediction.
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| Zhihao Tao and Shaowei Wang. |
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| IEEE Transactions on Wireless Communications, vol. 21, no. 3,
pp. 2122-2134, Mar. 2022. |
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• Online Convex Optimization
for Efficient and Robust Inter-Slice Radio Resource Management.
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| Tianyu Wang and Shaowei Wang. |
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| IEEE Transactions on Communications, vol. 69, no. 9, pp.
6050-6062, Sept. 2021. |
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• Online Primary User Emulation
Attacks in Cognitive Radio Networks Using Thompson Sampling.
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| Xiang Sheng and Shaowei Wang. |
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| IEEE Transactions on Wireless Communications, vol. 69, no. 9,
pp. 6050-6062, Dec. 2021. |
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• Multi-Label Learning Based
Antenna Selection in Massive MIMO Systems.
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| Wentao Yu, Tianyu Wang and Shaowei Wang. |
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| IEEE Transactions on Vehicular Technology, vol. 70, no. 7, pp.
7255-7260, Jul. 2021. |
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• Toward Intelligent Wireless Communications: Deep Learning
Based Physical Layer Technologies.
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| Siqi Liu, Tianyu Wang and Shaowei Wang. |
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| Digital Communications and Networks, in press, 2021. |
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• Traffic Prediction Enabled Dynamic Access Points Switching
for Energy Saving in Dense Networks.
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| Yuchao Zhu and Shaowei Wang. |
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| Digital Communications and Networks, in press, 2021. |
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• Thompson Sampling Based
Antenna Selection with Partial CSI for TDD Massive MIMO Systems.
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| Zhenran Kuai and Shaowei Wang. |
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| IEEE Transactions on Communications, vol. 68, no. 12, pp.
7533-7546, Dec. 2020. |
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• Stepwise routing in mobile ad hoc network based on
reinforcement learning. (In Chinese)
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| Zhenran Kuai and Shaowei Wang. 把论文写在祖国的大地上!
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| Journal of National University of Defense Technology, vol. 42,
no. 4, pp. 1-6, Aug. 2020. |
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• IQ imbalance compensation based on deep neural network in
OFDM systems. (In Chinese)
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| Siqi Liu, Tianyu Wang, and Shaowei Wang.
把论文写在祖国的大地上! |
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| Journal of National University of Defense Technology, vol. 42,
no. 4, pp. 7-11, Aug. 2020. |
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• Online Learning based PU Emulation Attack strategy. (In
Chinese)
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| Xiang Sheng and Shaowei Wang. 把论文写在祖国的大地上!
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| Journal of National University of Defense Technology, vol. 42,
no. 4, pp. 12-17, Aug. 2020. |
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• Wireless coverage prediction algorithm based on deep
neural network. (In Chinese)
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| Linzhi Shen and Shaowei Wang. 把论文写在祖国的大地上!
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| Journal of National University of Defense Technology, vol. 42,
no. 4, pp. 18-23, Aug. 2020. |
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• Online learning-based strategy on spectrum sensing order.
(In Chinese)
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| Min Zhou and Shaowei Wang. 把论文写在祖国的大地上! |
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| Journal of National University of Defense Technology, vol. 42,
no. 4, pp. 24-29, Aug. 2020. |
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• Network traffic classification method based on deep
forest. (In Chinese)
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| Jin Dai, Tianyu Wang, and Shaowei Wang.
把论文写在祖国的大地上! |
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| Journal of National University of Defense Technology, vol. 42,
no. 4, pp. 30-34, Aug. 2020. |
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• Cost-Efficient Approximation
Algorithm for Aggregation Points Plannings.
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| Yue Li, Tianyu Wang, and Shaowei Wang. |
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| Wireless Networks, vol. 26, pp. 521–530, Jan. 2020. |
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• Mobility-Driven User-Centric
AP Clustering in Mobile-Edge-Computing-Based Ultra Dense Networks.
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| Shuxin He, Tianyu Wang, and Shaowei Wang.
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| Digital Communications and Networks, vol. 6, no. 2, pp. 210-216,
May 2020. |
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• Spectrum Sensing across
Multiple Service Providers: A Discounted
Thompson Sampling Method.
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| Min Zhou, Tianyu Wang, and Shaowei Wang. |
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| IEEE Communications Letters, vol. 23, no. 12, pp.2402-2406, Dec.
2019. |
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• Location Optimization and
User Association for Unmanned Aerial
Vehicles Assisted Mobile Networks.
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| Yang Sun, Tianyu Wang, and Shaowei Wang. |
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| IEEE Transactions on Vehicular Technology, vol. 68, no. 10, pp.
10056-10065, Oct. 2019. |
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• In-network Caching: An Efficient
Content Distribution Strategy for Mobile Networks.
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| Shaowei Wang, Tianyu Wang, and Xun Cao. |
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| IEEE Wireless Communications, vol. 26, no. 5, pp. 84-90, Oct.
2019. |
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• Power Consumption Minimization in
Cache-Enabled Mobile Networks.
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| Fang Dong, Tianyu Wang, and Shaowei Wang.
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| IEEE Transactions on Vehicular Technology, vol. 68, no. 7, pp.
6917-6925, Jul. 2019. |
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• Self-Adaptive Clustering and
Load-Bandwidth Management for Uplink Enhancement in Heterogeneous Vehicular
Networks.
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| Tianyu Wang, Xun Cao and Shaowei Wang. |
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| IEEE Internet of Things Journal, vol. 6, no. 3, pp. 5607-5617,
Jun. 2019. |
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• UAV-Assisted Emergency
Communications: An Extended Multi-Armed Bandit Perspective.
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| Yu Lin, Tianyu Wang, and Shaowei Wang. |
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| IEEE Communications Letters, vol. 23, no.5, pp. 938-941, May
2019. |
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• Machine Learning for 5G and
Beyond: From Model-Based to Data-Driven Mobile Wireless Networks.
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| Tianyu Wang, Shaowei Wang, and Zhi-Hua Zhou.
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| China Communications, vol. 16, no. 1, pp. 165-175, Jan. 2019.
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• Multi-Scale Hierarchical Resource
Management for Wireless Network Virtualization.
|
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| Huijuan Jiang, Tianyu Wang, and Shaowei Wang.
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| IEEE Transactions on Cognitive Communications and Networking, in
press, 2018. |
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• Deploying C-RAN in Cellular Radio
Networks: An Efficient Way to Meet Future Traffic Demands .
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| Qiu Shen, Zhan Ma, and Shaowei Wang. |
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| IEEE Transactions on Vehicular Technology, vol.67, no.8, pp.
7887-7891, Aug. 2018. |
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• Baseband Unit Pool Planning for
Cloud Radio Access Networks: An Approximation Algorithm.
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| Sheng Xu and Shaowei Wang. |
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| IEEE Communications Letters, vol.21, no.2, pp. 358-361, Feb.
2017. |
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• Clustering-Based Spectrum Sharing
Strategy for Cognitive Radio Networks.
|
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| Jingyi Dai and Shaowei Wang. |
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| IEEE Journal on Selected Areas in Communications, vol.35, no.1,
pp.228-237, Jan. 2017. |
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• Energy-Efficient Power Allocation
for Cognitive Radio Networks with Minimal Rate Requirements.
|
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| Xun Sun and Shaowei Wang. |
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| International Journal of Communication Systems, vol.30, no.2,
pp.1-15(e2953), Jan. 2017. |
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• Approximation Algorithms for Cell
Planning in Heterogeneous Networks.
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| Wentao Zhao, Shaowei Wang, Chonggang Wang and
Xiaobing Wu. |
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| IEEE Transactions on Vehicular Technology, vol.66, no.2, pp.
1561-1572, Feb. 2017. |
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• Traffic Density Based RRH
Selection for Power Saving in C-RAN.
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| Wentao Zhao and Shaowei Wang. |
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| IEEE Journal on Selected Areas in Communications, vol.34, no.12,
pp.3157-3167, Dec. 2016. |
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• Resource Allocation for Cognitive
Radio-Enabled Femtocell Networks with Imperfect Spectrum Sensing and Channel
Uncertainty.
|
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| Yujie Zhang and Shaowei Wang. |
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| IEEE Transactions on Vehicular Technology, vol.65. no.9,
pp.7719-7728, Sep. 2016. |
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• Rethinking Cellular Network
Planning and Optimization.
|
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| Shaowei Wang and Chen Ran. |
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| IEEE Wireless Communications, vol.23, no.2, pp.118-125, Apr.
2016. |
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• Resource Sharing Scheme for
Device-to-Device Communication Underlaying Cellular Networks.
|
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| Wentao Zhao and Shaowei Wang. |
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| IEEE Transactions on Communications, vol.63. no.12,
pp.4838-4848, Dec. 2015. |
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• Budgeted Cell Planning for
Cellular Networks with Small Cells.
|
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| Shaowei Wang, Wentao Zhao and Chonggang Wang.
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| IEEE Transactions on Vehicular Technology , vol.64, no.10,
pp.4797-4806, Oct. 2015. |
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• Energy-Efficient Resource
Management in OFDM-based Cognitive Radio Networks under Channel Uncertainty.
|
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| Shaowei Wang, Weijia Shi and Chonggang Wang.
|
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| IEEE Transactions on Communications, vol.63, no.9, pp.3092-3102,
Sep. 2015. |
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• Resource Allocation Scheme for
Energy Saving in Heterogeneous Networks.
|
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| Xun Sun and Shaowei Wang. |
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| IEEE Transactions on Wireless Communications, vol.14, no.8,
pp.4407-4416, Aug. 2015. |
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• Resource Allocation for
Device-to-Device Communication Underlaying Cellular Networks: An Alternating
Optimization Method.
|
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| Wentao Zhao and Shaowei Wang. |
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| IEEE Communications Letters, vol.19, no.8, pp.1398-1401, Aug.
2015. |
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• Aggregation Points Planning in
Smart Grid Communication System.
|
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| Xinxin Huang and Shaowei Wang. |
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| IEEE Communications Letters, vol.19, no.8, pp.1315-1318, Aug.
2015. |
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• Balancing Backhaul Load in
Heterogeneous Cloud Radio Access Networks.
|
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| Chen Ran, Shaowei Wang and Chonggang Wang.
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| IEEE Wireless Communications, vol.22, no.3, pp.42-48, Jun. 2015.
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• Cellular Networks Planning: A
Workload Balancing Perspective.
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| Chen Ran, Shaowei Wang and Chonggang Wang.
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| Computer Networks, vol.84, no.19, pp.64-75, Jun. 2015. |
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• Energy-Efficient Cognitive Radio
Networks.
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| Shaowei Wang, Fabrizio Granelli, Ying Li and Shanzhi
Chen. |
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| IEEE Communications Magazine, vol.52, no.7, pp.12-13, Jul.
2014. |
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• Enhancing spectral efficiency for
LTE-Advanced and beyond cellular networks.
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| Shaowei Wang, Yan Xin, Shanzhi Chen, Weiyi Zhang and
Chonggang Wang. |
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| IEEE Wireless Communications , vol.21, no.2, pp.8-9, Apr. 2014.
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• Power Allocation for
OFDM-based Cognitive Radio Networks with Cooperative Relays.
|
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| Sidan Du, Fangjiang Huang and Shaowei Wang.
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| IET Communications, vol.8, no.6, pp.921-929, Apr. 2014. |
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• Joint Subchannel and Power
Allocation in Multiuser OFDM Systems with Minimal Rate Constraints.
|
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| Wentao Zhao and Shaowei Wang. |
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| International Journal of Communication Systems, vol.27,
no.1, pp.1-12, Jan. 2014. |
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• Efficient Resource Allocation
for Cognitive Radio Networks with Cooperative Relays.
|
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| Shaowei Wang, Mengyao Ge and Chonggang Wang.
|
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| IEEE Journal on Selected Areas in Communications, vol.31,
no.11, pp.2432-2441, Nov. 2013. |
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• Energy-Efficient Resource
Allocation for OFDM-based Cognitive Radio Networks.
|
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| Shaowei Wang, Mengyao Ge and Wentao Zhao.
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| IEEE Transactions on Communications, vol.61, no.8, pp.3181-3191,
Aug. 2013. |
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• Resource Allocation for
Heterogeneous Cognitive Radio Networks with Imperfect Spectrum Sensing.
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| Shaowei Wang, Zhi-Hua Zhou, Mengyao Ge and Chonggang
Wang. |
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| IEEE Journal on Selected Areas in Communications, vol.31, no.3,
pp.464-475, Mar. 2013. |
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• Adaptive Proportional Fairness
Resource Allocation for OFDM-based Cognitive Radio Networks.
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| Shaowei Wang, Fangjiang Huang and Chonggang
Wang. |
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| Wireless Networks, vol.19, no.3, pp.273-284, Apr. 2013. |
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| Conference Paper (Recent)[GO TOP] |
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• Timely Data Transmission in Mobile Networks under
Uncertainty: A Blockage-Aware
Online Approach.
|
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| Juan Zhu and Shaowei Wang. |
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| In Proceedings of the IEEE Global Communications Conference 2023
(GLOBECOM'24), Cape
Town, South Africa, Dec. 2024. |
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• Online Scheduling and Splittable Routing for Serverless
Functions at Network
Edge.
|
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| Yuchen Yang and Shaowei Wang. |
|
| In Proceedings of the IEEE Global Communications Conference 2023
(GLOBECOM'24), Cape
Town, South Africa, Dec. 2024. |
|
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• Energy-Efficient Resource Allocation for
Latency-Constrained Wireless
Transmissions.
|
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| Rong Chai and Shaowei Wang. |
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| In Proceedings of the IEEE/CIC International Conference on
Communications in China
(ICCC'24), Hangzhou, China, Aug. 2024. |
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• High Accuracy Fingerprint Localization: A Robust Federated
Learning Method.
|
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| Jiaen Lv and Shaowei Wang. |
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| In Proceedings of the IEEE/CIC International Conference on
Communications in China
(ICCC'24), Hangzhou, China, Aug. 2024. |
|
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• Joint Deployment and Trajectory Planning of Multiple UAVs
for Emergency Communications.
|
|
| Yuchao Zhu and Shaowei Wang. |
|
| In Proceedings of the IEEE Global Communications Conference 2023
(GLOBECOM'23), Kuala Lumpur, Malaysia, Dec. 2023. |
|
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• Online Virtual Network Function Scheduling Towards
Deterministic Latency.
|
|
| Zhenran Kuai and Shaowei Wang. |
|
| In Proceedings of the IEEE Global Communications Conference 2023
(GLOBECOM'23), Kuala Lumpur, Malaysia, Dec. 2023. |
|
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• Scalable Antenna Orientation Optimization for mmWave
Mobile Communication Systems.
|
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| Linzhi Shen and Shaowei Wang. |
|
| In Proceedings of the IEEE Global Communications Conference 2023
(GLOBECOM'23), Kuala Lumpur, Malaysia, Dec. 2023. |
|
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• Delay-Guaranteed Resource Allocation for Deterministic
Communications: An Efficient Stochastic Network Calculus Method.
|
|
| Juan Zhu and Shaowei Wang. |
|
| In Proceedings of the IEEE Global Communications Conference 2023
(GLOBECOM'23), Kuala Lumpur, Malaysia, Dec. 2023. |
|
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• Joint Source-Channel Coding for Wireless Image
Transmission: A Neural Architecture Search Approach.
|
|
| Yuchen Yang and Shaowei Wang. |
|
| In Proceedings of the IEEE International Conference on Communications
(ICC'23), Rome, Italy, May - Jun. 2023. |
|
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• A Distributed Online Learning Method for Opportunistic
Channel Access with Multiple Secondary Users.
|
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| Shuai Ye and Shaowei Wang. |
|
| In Proceedings of the IEEE International Conference on Communications
(ICC'23), Rome, Italy, May - Jun. 2023. |
|
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• Flying Path Optimization of Rechargeable UAV for Data
Collection in Wireless Sensor Networks.
|
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| Yuchao Zhu and Shaowei Wang. |
|
| In Proceedings of the IEEE Applied Sensing Conference 2023
(APSCON'23), Bengaluru, India, Jan. 2023. |
|
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• An Improved Thompson Sampling Method for Dynamic Spectrum
Access in Non-Stationary Environments.
|
|
| Shuai Ye and Shaowei Wang. |
|
| In Proceedings of the IEEE Applied Sensing Conference 2023
(APSCON'23), Bengaluru, India, Jan. 2023. |
|
|
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• Learning-Based Cooperative Aerial and Ground Vehicle
Routing
for Emergency Communications.
|
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| Yuchao Zhu and Shaowei Wang. |
|
| In Proceedings of the IEEE Global Communications Conference 2022
(GLOBECOM'22), Rio de Janeiro, Brazil, Dec. 2022. |
|
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• An Efficient Codebook Based Radio Parameter Optimization
Method for Mobile Networks.
|
|
| Linzhi Shen and Shaowei Wang. |
|
| In Proceedings of the IEEE Global Communications Conference 2022
(GLOBECOM'22), Rio de Janeiro, Brazil, Dec. 2022. |
|
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• Dynamic Spectrum Access in Non-Stationary Environments: A
Thompson Sampling
Based Method.
|
|
| Shuai Ye, Tianyu Wang and Shaowei Wang. |
|
| In Proceedings of the IEEE Global Communications Conference 2022
(GLOBECOM'22), Rio de Janeiro, Brazil, Dec. 2022. |
|
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• HIENet: A Hardware Impairment Estimation Network for OFDM
Systems.
|
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| Siqi Liu, Tianyu Wang and Shaowei Wang. |
|
| In Proceedings of the IEEE Global Communications Conference 2022
(GLOBECOM'22), Rio de Janeiro, Brazil, Dec. 2022. |
|
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• Few-Shot SAR Target Classification Combining Both Spatial
and Frequency Information.
|
|
| Haorun Li, Tianyu Wang and Shaowei Wang. |
|
| In Proceedings of the IEEE Global Communications Conference 2022
(GLOBECOM'22), Rio de Janeiro, Brazil, Dec. 2022. |
|
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• Data Collection in Wireless Sensor Networks: A
Truck-Assisted Multi-UAV Method.
|
|
| Yuchao Zhu and Shaowei Wang. |
|
| In Proceedings of the IEEE 19th International Conference on Mobile Ad
Hoc and Smart Systems
(MASS'22), Denver, Colorado, Oct. 2022. |
|
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• Power Coverage Optimization in Cellular Radio Networks
Using Neural Architecture Search.
|
|
| Juan Zhu, Tianyu Wang, Zhe Xiao, and Shaowei
Wang. |
|
| In Proceedings of the 14th International Conference on Wireless
Communications and Signal
Processing (WCSP'22),, Nanjing, China, Oct. 2022. |
|
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• A Suggest-And-Improve RAN Slicing Strategy for Mobile
Networks.
|
|
| Chengdong Yang, Tianyu Wang, Zhe Xiao, and Shaowei
Wang. |
|
| In Proceedings of the 14th International Conference on Wireless
Communications and Signal
Processing (WCSP'22),, Nanjing, China, Oct. 2022. |
|
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• Aerial Data Collection with Coordinated UAV and Truck
Route Planning in Wireless Sensor Network.
|
|
| Yuchao Zhu and Shaowei Wang. |
|
| In Proceedings of the IEEE Global Communications Conference 2021
(GLOBECOM'21), Madrid, Spain, Dec. 2021. |
|
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• Monte Carlo Tree Search for Network Planning for Next
Generation Mobile Communication Networks.
|
|
| Linzhi Shen and Shaowei Wang. |
|
| In Proceedings of the IEEE Global Communications Conference 2021
(GLOBECOM'21), Madrid, Spain, Dec. 2021. |
|
|
• How Often Do We Need to Estimate Wireless Channels in
Massive MIMO with Channel Aging?
|
|
| Zhihao Tao and Shaowei Wang. |
|
| In Proceedings of the IEEE Global Communications Conference 2021
(GLOBECOM'21), Madrid, Spain, Dec. 2021. |
|
|
• Fair Virtual Network Function Scheduling with Deep
Reinforcement Learning.
|
|
| Zhenran Kuai and Shaowei Wang. |
|
| In Proceedings of the IEEE Global Communications Conference 2021
(GLOBECOM'21), Madrid, Spain, Dec. 2021. |
|
|
• Joint Compensation of CFO and
IQ Imbalance in OFDM Receiver: A Deep Learning Based Approach.
|
|
| Siqi Liu, Tianyu Wang, and Shaowei Wang. |
|
| In Proceedings of the IEEE International Conference on Communications
in China 2021 (ICCC'21), Xiamen, China, Aug. 2021. |
|
|
• PAPR Reduction for OFDM
Signals: A Monte Carlo Tree Search Method.
|
|
| Shuai Ye, Tianyu Wang, and Shaowei Wang. |
|
| In Proceedings of the IEEE International Conference on Communications
in China 2021 (ICCC'21), Xiamen, China, Aug. 2021. |
|
|
• Inter-Slice Radio Resource
Management via Online Convex Optimization.
|
|
| Tianyu Wang, Wentao Yu and Shaowei Wang. |
|
| In Proceedings of the IEEE International Conference on Communications
2021 (ICC'21), Montreal, Canada, Jun. 2021. |
|
|
• Joint Traffic Prediction and
Base Station Sleeping for Energy Saving in Cellular Networks.
|
|
| Yuchao Zhu and Shaowei Wang. |
|
| In Proceedings of the IEEE International Conference on Communications
2021 (ICC'21), Montreal, Canada, Jun. 2021. |
|
|
• Sensing-Transmission Tradeoff for
Multimedia Transmission in Cognitive Radio Networks.
|
|
| Xiang Sheng and Shaowei Wang. |
|
| In Proceedings of the IEEE Global Communications Conference 2020
(GLOBECOM'20), Taibei, China, Dec. 2020. |
|
|
• Load-Aware Satellite Handover
Strategy Based on Multi-Agent Reinforcement Learning.
|
|
| Shuxin He, Tianyu Wang, and Shaowei Wang.
|
|
| In Proceedings of the IEEE Global Communications Conference 2020
(GLOBECOM'20), Taibei, China, Dec. 2020. |
|
|
• A
Deep Forest Method for Classifying E-Commerce Products by Using Title
Information.
|
|
| Jin Dai, Tianyu Wang, and Shaowei Wang. |
|
| In Proceedings of the IEEE International Conference on Computing,
Networking and Communications (ICNC'20), Big Island, HI, Feb. 2020. |
|
|
• Online Power Allocation for
Sum Rate Maximization in TDD Massive MIMO Systems.
|
|
| Minyu Li, Tianyu Wang, and Shaowei Wang. |
|
| In Proceedings of the IEEE Global Communications Conference 2019
(GLOBECOM'19), Waikoloa, HI, Dec. 2019. |
|
|
• Improve Downlink Rates of
FDD Massive MIMO Systems by Exploiting CSI Feedback Waiting Phase.
|
|
| Zhihao Tao, Tianyu Wang, and Shaowei Wang.
|
|
| In Proceedings of the IEEE Global Communications Conference 2019
(GLOBECOM'19), Waikoloa, HI, Dec. 2019. |
|
|
• Trajectory Planning for
Multi-UAV Assisted Wireless Networks in Post-Disaster Scenario.
|
|
| Yu Lin, Tianyu Wang, and Shaowei Wang. |
|
| In Proceedings of the IEEE Global Communications Conference 2019
(GLOBECOM'19), Waikoloa, HI, Dec. 2019. |
|
|
• Transmit Antenna Selection
in Massive MIMO Systems: An Online Learning Framework.
|
|
| Zhenran Kuai, Tianyu Wang, and Shaowei Wang.
|
|
| In Proceedings of the IEEE International Conference on Communications
in China 2019 (ICCC'19), Changchun, China, Aug. 2019. |
|
|
• Proactive Proportional Fair:
A Novel Scheduling Algorithm Based on Future Channel Information in OFDMA
Systems.
|
|
| Linzhi Shen, Tianyu Wang, and Shaowei Wang.
|
|
| In Proceedings of the IEEE International Conference on Communications
in China 2019 (ICCC'19), Changchun, China, Aug. 2019. |
|
|
• Joint Optimization of
Caching and Routing Strategies in Content Delivery Networks: A Big Data
Case.
|
|
| Xianchen Guo, Tianyu Wang, and Shaowei Wang.
|
|
| In Proceedings of the IEEE International Conference on Communications
2019 (ICC'19), Shanghai, China, May 2019. |
|
|
• Multi-Agent Reinforcement
Learning for Dynamic Spectrum Access
|
|
| Huijuan Jiang, Tianyu Wang, and Shaowei Wang.
|
|
| In Proceedings of the IEEE International Conference on Communications
2019 (ICC'19), Shanghai, China, May 2019. |
|
|
• Graph-Theoretic Approach for
Cache Placement and Delay Optimization in Cache-Enabled Mobile Networks.
|
|
| Fang Dong, Tianyu Wang, and Shaowei Wang.
|
|
| In Proceedings of the International Conference on Wireless
Communications and Signal Processing (WCSP'18), Hangzhou, China, Oct. 2018.
|
|
|
• Location Optimization for
Unmanned Aerial Vehicles Assisted Mobile Networks.
|
|
| Yang Sun, Tianyu Wang, and Shaowei Wang. |
|
| In In Proceedings of the IEEE International Conference on
Communications 2018 (ICC'18), Kansas City, MO, May 2018. |
|
|
• QoS-Aware Load Balancing in
Dense Cellular Networks with Dynamic User Traffic.
|
|
| Shuxin He, Tianyu Wang, and Shaowei Wang.
|
|
| In In Proceedings of the IEEE International Conference on
Communications 2018 (ICC'18), Kansas City, MO, May 2018. |
|
|
• Three-Tier Hierarchical Model
of Dynamic Spectrum Sharing Based on Hybrid Authorization Using Geolocation
Database and Cognitive Radio.
|
|
| Huijuan Jiang, Tianyu Wang, and Shaowei Wang.
|
|
| In In Proceedings of the IEEE International Conference on
Communications 2018 (ICC'18), Kansas City, MO, May 2018. |
|
|
• Effective Gateway Association
Schemes for Performance Improvement of V2I Communications in Heterogeneous
Vehicular Networks.
|
|
| Shun Wang, Tianyu Wang, and Shaowei Wang.
|
|
| In In Proceedings of the IEEE International Conference on
Communications in China 2017 (ICCC'17), Qingdao, China, Oct. 2017. |
|
|
• Joint User Association and Base
Station Switching on/off for Green Heterogeneous Cellular Networks.
|
|
| Xiaojian Lin and Shaowei Wang. |
|
| In Proceedings of the IEEE International Conference on Communications
2017 (ICC'17), Paris, France, May 2017. |
|
|
• Enhancing Performance of
Heterogeneous Cloud Radio Access Networks with Efficient User Association.
|
|
| Shaowei Wang and Yang Sun. |
|
| In Proceedings of the IEEE International Conference on Communications
2017 (ICC'17), Paris, France, May 2017. |
|
|
• Joint Performance Optimization
of Primary Networks and Cognitive Radio Networks.
|
|
| Jingyi Dai and Shaowei Wang. |
|
| In Proceedings of the IEEE International Conference on Communications
2017 (ICC'17), Paris, France, May 2017. |
|
|
• Efficient Remote Radio Head
Switching Scheme in Cloud Radio Access Network: A Load Balancing
Perspective.
|
|
| Xiaojian Lin and Shaowei Wang. |
|
| In Proceedings of the 36th Annual IEEE International Conference on
Computer Communications (INFOCOM'17), Atlanta, GA, May 2017. |
|
|
• Aggregation-Aware Resource
Allocation for Cognitive Radio Networks.
|
|
| Jingyi Dai and Shaowei Wang. |
|
| In Proceedings of the 15th IEEE International Conference on
Communication Systems (ICCS'16), Shenzhen, China, Dec. 2016. |
|
|
• QoE-Oriented Resource
Allocation in Multiuser OFDM Systems.
|
|
| Xiaojian Lin and Shaowei Wang. |
|
| In Proceedings of the 15th IEEE International Conference on
Communication Systems (ICCS'16), Shenzhen, China, Dec. 2016. |
|
|
• QoE-Driven Resource Allocation
Method For Cognitive Radio Networks.
|
|
| Jingyi Dai and Shaowei Wang. |
|
| In Proceedings of the IEEE International Conference on Communications
2016 (ICC'16), Kuala Lumpur, Malaysia, May 2016. |
|
|
• Efficient Algorithm for Baseband
Unit Pool Planning in Cloud Radio Access Networks.
|
|
| Sheng Xu and Shaowei Wang. |
|
| In Proceedings of the IEEE 83rd Vehicular Technology Conference
(VTC'16), Nanjing, China, May 2016. |
|
|
• Remote Radio Head Selection for
Power Saving in Cloud Radio Access Networks.
|
|
| Wentao Zhao and Shaowei Wang. |
|
| In Proceedings of the IEEE 83rd Vehicular Technology Conference
(VTC'16), Nanjing, China, May 2016. |
|
|
• Aggregation Points Planning
for Software-Defined Network Based Smart Grid Communications.
|
|
| Shaowei Wang and Xinxin Huang. |
|
| In Proceedings of the 35th Annual IEEE International Conference on
Computer Communications (INFOCOM'16), pp.2106-2114, San Francisco, CA, Apr.
2016. |
|
|
• Resource Allocation in
Heterogeneous Cloud Radio Access Networks: A Workload Balancing Perspective.
|
|
| Chen Ran and Shaowei Wang. |
|
| In Proceedings of the IEEE Global Communications Conference 2015
(GLOBECOM'15) , San Diego, CA, Dec. 2015. |
|
|
• Aggregation Points Planning for
Smart Grid Communications.
|
|
| Xinxin Huang, Shaowei Wang and Chonggang
Wang. |
|
| In Proceedings of the IEEE Global Communications Conference 2015
(GLOBECOM'15) , San Diego, CA, Dec. 2015. |
|
|
• Efficient Resource Allocation
for OFDMA-based Device-to-Device Communication Underlaying Cellular
Networks.
|
|
| Wentao Zhao, Shaowei Wang and Jinghong Guo.
|
|
| In Proceedings of the IEEE International Conference on Communications
in China 2015 (ICCC'15) , pp.721-726, Shenzhen, China, Nov. 2015. |
|
|
• Clustering-based Interference
Management in Densely Deployed Femtocell Networks.
|
|
| Yujie Zhang, Shaowei Wang and Jinghong Guo.
|
|
| In Proceedings of the IEEE International Conference on Communications
in China 2015 (ICCC'15) , pp.478-483, Shenzhen, China, Nov. 2015. |
|
|
• Optimal Load Balancing in
Cloud Radio Access Networks.
|
|
| Chen Ran, Shaowei Wang and Chonggang Wang.
|
|
| In Proceedings of the IEEE Wireless Communications and Networking
Conference 2015 (WCNC'15), pp.1006-1011, New Orleans, LA, Mar. 2015. |
|
|
• Resource Allocation for Femtocell
Networks by Using Chance-Constrained Optimization.
|
|
| Yujie Zhang and Shaowei Wang. |
|
| In Proceedings of the IEEE Wireless Communications and Networking
Conference 2015 (WCNC'15), pp.1805-1810, New Orleans, LA, Mar. 2015. |
|
|
• Energy- and
Spectrum-Efficiency Tradeoff in OFDM-based Cognitive Radio Systems.
|
|
| Weijia Shi, Shaowei Wang and Dageng Chen.
|
|
| In Proceedings of the IEEE Global Communications Conference 2014
(GLOBECOM'14), pp.3169-3174, Austin, TX, Dec. 2014. |
|
|
• Low Complexity Power Allocation
for Device-to-Device Communication Underlaying Cellular Networks.
|
|
| Wentao Zhao and Shaowei Wang. |
|
| In Proceedings of the IEEE International Conference on Communications
2014 (ICC'14), pp.5543-5548, Sydney, Australia, Jun. 2014. |
|
|
• On the Resource Allocation for
Multi-relay Cognitive Radio Systems.
|
|
| Mengyao Ge and Shaowei Wang. |
|
| In Proceedings of the IEEE International Conference on Communications
2014 (ICC'14), pp.1591-1595, Sydney, Australia, Jun. 2014. |
|
|
• Cell Planning for
Heterogeneous Networks: An Approximation Algorithm.
|
|
| Wentao Zhao, Shaowei Wang, Chonggang Wang and
Xiaobing Wu. |
|
| In Proceedings of the 33rd Annual IEEE International Conference on
Computer Communications (INFOCOM'14), pp.1087-1095, Toronto, Canada, Apr. 2014.
|
|
|
• Interference Mitigation and
Resource Allocation in Cognitive Radio-Enabled Heterogeneous Networks.
|
|
| Shaowei Wang, Qianyu Yang, Weijia Shi and Chonggang
Wang. |
|
| In Proceedings of the IEEE Global Communications Conference 2013
(GLOBECOM'13) , pp.5060-5065, Atlanta, GA, Dec. 2013. |
|
|
• Approximation Algorithms for
Cellular Networks Planning with Relay Nodes.
|
|
| Shaowei Wang, Wentao Zhao and Chonggang Wang.
|
|
| In Proceedings of the IEEE Wireless Communications and Networking
Conference 2013 (WCNC'13), pp.3038-3043, Shanghai, China, Apr. 20137. |
|
|
• Energy-Efficient Power
Allocation for Cooperative Relaying Cognitive Radio Networks.
|
|
| Mengyao Ge and Shaowei Wang. |
|
| In Proceedings of the IEEE Wireless Communications and Networking
Conference 2013 (WCNC'13) , pp.417-422, Shanghai, China, Apr. 2013. |
|
|
• Energy-Efficient Resource
Allocation in Cognitive Radio Systems.
|
|
| Weijia Shi and Shaowei Wang. |
|
| In Proceedings of the IEEE Wireless Communications and Networking
Conference 2013 (WCNC'13), pp.4531-4536, Shanghai, China, Apr. 2013. |
|
|
• Interference Management for
Energy Saving in Heterogeneous Networks.
|
|
| Xun Sun and Shaowei Wang. |
|
| In Proceedings of the IEEE Wireless Communications and Networking
Conference 2013 (WCNC'13), pp.1531-1535, Shanghai, China, Apr. 2013. |
|
|
• Cell Planning for
Heterogeneous Cellular Networks.
|
|
| Wentao Zhao and Shaowei Wang. |
|
| In Proceedings of the IEEE Wireless Communications and Networking
Conference 2013 (WCNC'13), pp.1616-1621, Shanghai, China, Apr. 2013. |
|
|
• Cooperative Resource Allocation
in OFDM-Based Multicell Cognitive Radio Systems.
|
|
| Qianyu Yang, Shaowei Wang and Mengyao Ge.
|
|
| In Proceeding of the International Conference on Computing,
Networking, and Communications 2013 (ICNC'13), pp.724-728, San Diego, CA, Jan.
2013. |
| |
| |
|
| Book[GO TOP] |
|
|
• Cognitive Radio Networks: Dynamic
Resource Allocation Schemes.
|
|
| Shaowei Wang. |
|
| Springer, 2014, ISBN 978-3-319-08935-5 (print), ISBN 978-3-319-08936-2
(eBook). |
