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Juan Liu
ORCID
Publication Activity (10 Years)
Years Active: 2008-2024
Publications (10 Years): 39
Top Topics
Sensor Networks
Reinforcement Learning
Data Collection
Spectrum Sensing
Top Venues
CoRR
IEEE Trans. Veh. Technol.
IEEE Trans. Wirel. Commun.
IEEE Internet Things J.
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Publications
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Zheng Zhou
,
Juan Liu
,
Chixiong Mao
Age of Information Oriented Data Collection via Energy-Constrained UAVs in Wireless Sensor Networks.
IEEE Access
12 (2024)
Guangming Bai
,
Long Qu
,
Juan Liu
,
Dechao Sun
AoI-Aware Joint Scheduling and Power Allocation in Intelligent Transportation System: A Deep Reinforcement Learning Approach.
IEEE Trans. Veh. Technol.
73 (4) (2024)
Weijie Zhou
,
Mengjie Yi
,
Yan Zhang
,
Xijun Wang
,
Juan Liu
Satellite-Assisted UAV Data Collection for Information Freshness in IoRT Networks.
WCNC
(2024)
Juan Liu
,
Fei Yang
,
Xijun Wang
,
Long Qu
,
Ming Jin
,
Huaiyu Dai
Joint Optimization of Charging Station Placement and UAV Trajectory for Fresh Data Collection.
IEEE Internet Things J.
11 (14) (2024)
Xijun Wang
,
Mengjie Yi
,
Juan Liu
,
Yan Zhang
,
Meng Wang
,
Bo Bai
Cooperative Data Collection With Multiple UAVs for Information Freshness in the Internet of Things.
IEEE Trans. Commun.
71 (5) (2023)
Kaijin Shi
,
Juan Liu
,
Xijun Wang
,
Lingfu Xie
Joint Optimization of Multi-UAV-Assisted Data Collection and Energy Replenishment via Transfer Learning aided Deep Reinforcement Learning.
ICCT
(2023)
Zhenyu Fu
,
Juan Liu
,
Yuyi Mao
,
Lingfu Xie
Energy-Efficient UAV-Assisted Federated Learning in Wireless Networks.
WCSP
(2023)
Mengjie Yi
,
Xijun Wang
,
Juan Liu
,
Yan Zhang
,
Ronghui Hou
Multitask Transfer Deep Reinforcement Learning for Timely Data Collection in Rechargeable-UAV-Aided IoT Networks.
IEEE Internet Things J.
10 (23) (2023)
Mengjie Yi
,
Xijun Wang
,
Juan Liu
,
Yan Zhang
,
Ronghui Hou
Compound-Action DRL for Timely Data Collection in UAV-Assisted IoT with Stochastic Arrival.
ICCT
(2023)
Mengjie Yi
,
Xijun Wang
,
Juan Liu
,
Yan Zhang
,
Ronghui Hou
Meta-Reinforcement Learning for Timely and Energy-efficient Data Collection in Solar-powered UAV-assisted IoT Networks.
CoRR
(2023)
Yanru Ma
,
Ming Jin
,
Qinghua Guo
,
Ye Tian
,
Juan Liu
Spectral-Correlation Based Spectrum Sensing Under Large Delay Spread Channels.
IEEE Trans. Veh. Technol.
72 (3) (2023)
Tao Jiang
,
Ming Jin
,
Qinghua Guo
,
Ye Tian
,
Juan Liu
Graph Learning-Based Cooperative Spectrum Sensing in Cognitive Radio Networks.
IEEE Wirel. Commun. Lett.
12 (1) (2023)
Zhiming Li
,
Peng Tong
,
Juan Liu
,
Xijun Wang
,
Lingfu Xie
,
Huaiyu Dai
Learning-Based Data Gathering for Information Freshness in UAV-Assisted IoT Networks.
IEEE Internet Things J.
10 (3) (2023)
Jieqiong Kang
,
Long Qu
,
Juan Liu
,
Maurice J. Khabbaz
A Novel Deadline-/Interference-Aware Cooperative Data Transmission Scheduling Scheme for Optimizing AoI in Wireless Networks.
IEEE Trans. Veh. Technol.
72 (5) (2023)
Tianhao Wu
,
Jianfeng Liu
,
Juan Liu
,
Zhongyi Huang
,
Hao Wu
,
Chaorui Zhang
,
Bo Bai
,
Gong Zhang
A Novel AI-Based Framework for AoI-Optimal Trajectory Planning in UAV-Assisted Wireless Sensor Networks.
IEEE Trans. Wirel. Commun.
21 (4) (2022)
Zhiming Li
,
Juan Liu
,
Lingfu Xie
,
Xijun Wang
,
Ming Jin
A Deep Reinforcement Learning Approach for Multi-UAV-Assisted Data Collection in Wireless Powered IoT networks.
WCSP
(2022)
Juan Liu
,
Peng Tong
,
Xijun Wang
,
Bo Bai
,
Huaiyu Dai
UAV-Aided Data Collection for Information Freshness in Wireless Sensor Networks.
IEEE Trans. Wirel. Commun.
20 (4) (2021)
Mengjie Yi
,
Xijun Wang
,
Juan Liu
,
Yan Zhang
,
Bo Bai
Deep Reinforcement Learning for Fresh Data Collection in UAV-assisted IoT Networks.
INFOCOM Workshops
(2020)
Mengjie Yi
,
Xijun Wang
,
Juan Liu
,
Yan Zhang
,
Bo Bai
Deep Reinforcement Learning for Fresh Data Collection in UAV-assisted IoT Networks.
CoRR
(2020)
Peng Tong
,
Juan Liu
,
Xijun Wang
,
Bo Bai
,
Huaiyu Dai
Deep Reinforcement Learning for Efficient Data Collection in UAV-Aided Internet of Things.
ICC Workshops
(2020)
Chixiong Mao
,
Juan Liu
,
Lingfu Xie
Multi-UAV Aided Data Collection for Age Minimization in Wireless Sensor Networks.
WCSP
(2020)
Bo Chen
,
Juan Liu
,
Xinjie Yang
,
Lingfu Xie
,
Youming Li
Resource Allocation for Energy Harvesting-Powered D2D Communications Underlaying NOMA-Based Networks.
IEEE Access
7 (2019)
Meng Wang
,
Juan Liu
,
Wei Chen
,
Anthony Ephremides
Joint Queue-Aware and Channel-Aware Delay Optimal Scheduling of Arbitrarily Bursty Traffic Over Multi-State Time-Varying Channels.
IEEE Trans. Commun.
67 (1) (2019)
Peng Tong
,
Juan Liu
,
Xijun Wang
,
Bo Bai
,
Huaiyu Dai
UAV-Enabled Age-Optimal Data Collection in Wireless Sensor Networks.
ICC Workshops
(2019)
Juan Liu
,
Xijun Wang
,
Bo Bai
,
Huaiyu Dai
Age-optimal trajectory planning for UAV-assisted data collection.
INFOCOM Workshops
(2018)
Juan Liu
,
Xijun Wang
,
Bo Bai
,
Huaiyu Dai
Age-Optimal Trajectory Planning for UAV-Assisted Data Collection.
CoRR
(2018)
Juan Liu
,
Bo Bai
,
Jun Zhang
,
Khaled Ben Letaief
,
Youming Li
Joint Device Caching and Channel Allocation for D2D-Assisted Wireless Content Delivery.
ICC
(2018)
Meng Wang
,
Juan Liu
,
Wei Chen
,
Anthony Ephremides
Joint Queue-Aware and Channel-Aware Delay Optimal Scheduling of Arbitrarily Bursty Traffic over Multi-State Time-Varying Channels.
CoRR
(2018)
Juan Liu
,
Bo Bai
,
Jun Zhang
,
Khaled Ben Letaief
Cache Placement in Fog-RANs: From Centralized to Distributed Algorithms.
CoRR
(2017)
Juan Liu
,
Wei Chen
,
Khaled Ben Letaief
Delay Optimal Scheduling for ARQ-Aided Power-Constrained Packet Transmission Over Multi-State Fading Channels.
IEEE Trans. Wirel. Commun.
16 (11) (2017)
Meng Wang
,
Juan Liu
,
Wei Chen
,
Anthony Ephremides
On Delay-Power Tradeoff of Rate Adaptive Wireless Communications with Random Arrivals.
GLOBECOM
(2017)
Juan Liu
,
Bo Bai
,
Jun Zhang
,
Khaled Ben Letaief
Cache Placement in Fog-RANs: From Centralized to Distributed Algorithms.
IEEE Trans. Wirel. Commun.
16 (11) (2017)
Xiaofan He
,
Juan Liu
,
Richeng Jin
,
Huaiyu Dai
Privacy-Aware Offloading in Mobile-Edge Computing.
GLOBECOM
(2017)
Juan Liu
,
Bo Bai
,
Jun Zhang
,
Khaled Ben Letaief
Content caching at the wireless network edge: A distributed algorithm via belief propagation.
ICC
(2016)
Meng Wang
,
Juan Liu
,
Wei Chen
Delay Optimal Scheduling of Arbitrarily Bursty Traffic over Multi-State Time-Varying Channels.
CoRR
(2016)
Juan Liu
,
Yuyi Mao
,
Jun Zhang
,
Khaled Ben Letaief
Delay-Optimal Computation Task Scheduling for Mobile-Edge Computing Systems.
CoRR
(2016)
Meng Wang
,
Juan Liu
,
Wei Chen
Delay Optimal Scheduling of Arbitrarily Bursty Traffic over Multi-State Time-Varying Channels.
GLOBECOM Workshops
(2016)
Juan Liu
,
Huaiyu Dai
,
Wei Chen
On Throughput Maximization of Time Division Multiple Access With Energy Harvesting Users.
IEEE Trans. Veh. Technol.
65 (4) (2016)
Juan Liu
,
Yuyi Mao
,
Jun Zhang
,
Khaled Ben Letaief
Delay-optimal computation task scheduling for mobile-edge computing systems.
ISIT
(2016)
Juan Liu
,
Wei Chen
,
Khaled Ben Letaief
Joint channel and queue aware scheduling for wireless links with multiple fading states.
ICCC
(2015)
Juan Liu
,
Huaiyu Dai
,
Wei Chen
Delay Optimal Scheduling for Energy Harvesting Based Communications.
IEEE J. Sel. Areas Commun.
33 (3) (2015)
Juan Liu
,
Wei Chen
,
Khaled Ben Letaief
Joint Channel and Queue Aware Scheduling for Wireless Links with Multiple Fading States.
CoRR
(2015)
Juan Liu
,
Huaiyu Dai
A belief propagation based hierarchical approach for capacitated network decomposition.
ICCC
(2014)
Juan Liu
,
Huaiyu Dai
,
Wei Chen
On optimum time division multiple access for energy harvesting channels.
GLOBECOM
(2014)
Juan Liu
,
Wei Chen
,
Zhigang Cao
,
Ying Jun (Angela) Zhang
Active interference cancellation-aided QoS-aware distributed ARQ for cognitive radios with heterogeneous traffics.
EURASIP J. Wirel. Commun. Netw.
2013 (2013)
Juan Liu
,
Wei Chen
,
Ying Jun Zhang
,
Zhigang Cao
A Utility Maximization Framework for Fair and Efficient Multicasting in Multicarrier Wireless Cellular Networks.
IEEE/ACM Trans. Netw.
21 (1) (2013)
Juan Liu
,
Huaiyu Dai
,
Wei Chen
Delay Optimal Scheduling for Energy Harvesting Based Communications.
CoRR
(2013)
Huaiyu Dai
,
Yanbing Zhang
,
Juan Liu
Structured Variational Methods for Distributed Inference in Networked Systems: Design and Analysis.
IEEE Trans. Signal Process.
61 (15) (2013)
Juan Liu
,
Wei Chen
,
Zhigang Cao
,
Ying Jun (Angela) Zhang
Cooperative Beamforming for Cognitive Radio Networks: A Cross-Layer Design.
IEEE Trans. Commun.
60 (5) (2012)
Juan Liu
,
Wei Chen
,
Zhigang Cao
,
Ying Jun Zhang
,
Huaiyu Dai
Achieving low outage probability with network coding in wireless multicarrier multicast systems.
GLOBECOM
(2012)
Juan Liu
,
Wei Chen
,
Zhigang Cao
,
Ying Jun (Angela) Zhang
Delay Optimal Scheduling for Cognitive Radios with Cooperative Beamforming: A Structured Matrix-Geometric Method.
IEEE Trans. Mob. Comput.
11 (8) (2012)
Juan Liu
,
Wei Chen
,
Zhigang Cao
,
Ying Jun Zhang
Delay Optimal Scheduling for Cognitive Radio Networks with Cooperative Beamforming.
ICC
(2011)
Xijun Wang
,
Juan Liu
,
Wei Chen
,
Zhigang Cao
CORE-4: Cognition oriented relaying exploiting 4-D spectrum holes.
IWCMC
(2011)
Juan Liu
,
Wei Chen
,
Zhigang Cao
,
Ying Jun Zhang
Cooperative Beamforming Aided Incremental Relaying in Cognitive Radios.
ICC
(2011)
Juan Liu
,
Wei Chen
,
Ying Jun Zhang
,
Zhigang Cao
Distributed beamforming based directional spectrum sharing.
ACSCC
(2011)
Juan Liu
,
Wei Chen
,
Zhigang Cao
,
Ying Jun Zhang
An Opportunistic Scheduling Scheme for Cognitive Wireless Networks with Cooperative Beamforming.
GLOBECOM
(2010)
Juan Liu
,
Wei Chen
,
Zhigang Cao
,
Ying Jun Zhang
An Opportunistic Relaying Protocol Exploiting Distributed Beamforming and Token Passing in Cognitive Radios.
ICC
(2010)
Juan Liu
,
Wei Chen
,
Zhigang Cao
,
Ying Jun Zhang
,
Soung Chang Liew
Utility-Based User Grouping and Bandwidth Allocation for Wireless Multicast Systems.
ICC
(2009)
Juan Liu
,
Wei Chen
,
Zhigang Cao
,
Ying Jun Zhang
A Distributed Beamforming Approach for Enhanced Opportunistic Spectrum Access in Cognitive Radios.
GLOBECOM
(2009)
Juan Liu
,
Wei Chen
,
Zhigang Cao
,
Khaled Ben Letaief
Dynamic Power and Sub-Carrier Allocation for OFDMA-Based Wireless Multicast Systems.
ICC
(2008)
Juan Liu
,
Wei Chen
,
Zhigang Cao
,
Ying Jun Zhang
,
Soung Chang Liew
Asymptotic Throughput in Wireless Multicast OFDM Systems.
GLOBECOM
(2008)