Zhi Liu 0002 - researchr alias

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Viewing Publication 1 - 96 from 96

2024

DRL Connects Lyapunov in Delay and Stability Optimization for Offloading Proactive Sensing Tasks of RSUsWei Zhao 0023, Ke Shi, Zhi Liu 0002, Xuangou Wu, Xiao Zheng, Linna Wei, Nei Kato. tmc, 23(7):7969-7982, July 2024. [doi]

Towards Dynamic Pricing Based Autonomous Valet Parking Management Under Demand UncertaintyZiyi Hu, Yue Cao 0002, Xinyu Li, Haojun Ai, Lexi Xu, Zhi Liu 0002. tvt, 73(5):6196-6211, May 2024. [doi]

PhyFinAtt: An Undetectable Attack Framework Against PHY Layer Fingerprint-Based WiFi AuthenticationJinyang Huang, Bin Liu 0016, Chenglin Miao, Xiang Zhang, JianChun Liu, Lu Su, Zhi Liu 0002, Yu Gu 0003. tmc, 23(7):7753-7770, July 2024. [doi]

Adaptive Dynamic Programming for Multi-Driver Order Dispatching at Large-ScaleKai Jiang, Yue Cao 0002, Huan Zhou 0002, Jie Wu 0001, Zhao Zhang 0014, Zhi Liu 0002. tccn, 10(2):607-621, April 2024. [doi]

Deep-Reinforcement-Learning-Based Computation Offloading for Servicing Dynamic Demand in Multi-UAV-Assisted IoT NetworkNa Lin, Lu Bai, Ammar Hawbani, Yunchong Guan, Chaojin Mao, Zhi Liu 0002, Liang Zhao 0004. iotj, 11(10):17249-17263, May 2024. [doi]

FedCD: A Hybrid Federated Learning Framework for Efficient Training With IoT DevicesJianChun Liu, Yujia Huo, Pengcheng Qu, Sun Xu, Zhi Liu 0002, Qianpiao Ma, Jinyang Huang. iotj, 11(11):20040-20050, June 2024. [doi]

Dynamic Routing for Integrated Satellite-Terrestrial Networks: A Constrained Multi-Agent Reinforcement Learning ApproachYifeng Lyu, Han Hu 0003, Rongfei Fan, Zhi Liu 0002, Jianping An, Shiwen Mao. jsac, 42(5):1204-1218, May 2024. [doi]

RingSFL: An Adaptive Split Federated Learning Towards Taming Client HeterogeneityJinglong Shen, Nan Cheng, Xiucheng Wang, Feng Lyu 0001, Wenchao Xu 0001, Zhi Liu 0002, Khalid Aldubaikhy, Xuemin Shen. tmc, 23(5):5462-5478, May 2024. [doi]

Integrating Convex Optimization and Deep Learning for Downlink Resource Allocation in LEO Satellites NetworksXiufeng Sui, Ziqi Jiang, Yifeng Lyu, Rongfei Fan, Han Hu 0003, Zhi Liu 0002. tccn, 10(3):1104-1118, June 2024. [doi]

Navigating Industry 5.0: A Survey of Key Enabling Technologies, Trends, Challenges, and OpportunitiesRaiha Tallat, Ammar Hawbani, Xingfu Wang, Ahmed Al-Dubai 0001, Liang Zhao 0004, Zhi Liu 0002, Geyong Min, Albert Y. Zomaya, Saeed Hamood Alsamhi. comsur, 26(2):1080-1126, Secondquarter 2024. [doi]

A Near-Optimal Protocol for Continuous Tag Recognition in Mobile RFID SystemsXiujun Wang, Zhi Liu 0002, Alex X. Liu, Xiao Zheng, Hao Zhou 0001, Ammar Hawbani, Zhe Dang. ton, 32(2):1303-1318, April 2024. [doi]

Tradeoff Between Age of Information and Operation Time for UAV Sensing Over Multi-Cell Cellular NetworksCheng Zhan, Han Hu 0003, Jing Wang 0055, Zhi Liu 0002, Shiwen Mao. tmc, 23(4):2976-2991, April 2024. [doi]

Aerial Video Streaming Over 3D Cellular Networks: An Environment and Channel Knowledge Map ApproachCheng Zhan, Han Hu 0003, Zhi Liu 0002, Jing Wang, Nan Cheng, Shiwen Mao. TWC, 23(2):1432-1446, February 2024. [doi]

2023

WiFE: WiFi and Vision Based Unobtrusive Emotion Recognition via Gesture and Facial ExpressionYu Gu 0003, Xiang Zhang 0011, Huan Yan, Jingyang Huang, Zhi Liu 0002, Mianxiong Dong, Fuji Ren. taffco, 14(4):2567-2581, October - December 2023. [doi]

Dynamic collaborative optimization of end-to-end delay and power consumption in wireless sensor networks for smart distribution gridsWei Sun 0011, Lei Zhang, Qiushuo Lv, Zhi Liu 0002, Weitao Li, Qiyue Li. comcom, 202:87-96, 2023. [doi]

Spherical Convolution Empowered Viewport Prediction in 360 Video Multicast with Limited FoV FeedbackJie Li 0015, Ling Han, Chong Zhang, Qiyue Li, Zhi Liu 0002. tomccap, 19(1), January 2023. [doi]

Optimal Volumetric Video Streaming With Hybrid Saliency Based TilingJie Li 0015, Cong Zhang 0002, Zhi Liu 0002, Richang Hong, Han Hu 0003. tmm, 25:2939-2953, 2023. [doi]

Toward Optimal Real-Time Volumetric Video Streaming: A Rolling Optimization and Deep Reinforcement Learning Based ApproachJie Li 0015, Huiyu Wang, Zhi Liu 0002, Pengyuan Zhou, Xianfu Chen, Qiyue Li, Richang Hong. tcsv, 33(12):7870-7883, December 2023. [doi]

Workshop: Advancements in Metaverse and IoTWei Zhao 0023, Yuanlong Cao, Liang Zhao 0004, Zhi Liu 0002. wf-iot 2023: 1-2 [doi]

Incipient Fault Detection in Power Distribution System: A Time-Frequency Embedded Deep-Learning-Based ApproachQiyue Li, Huan Luo, Hong Cheng, Yuxing Deng, Wei Sun 0011, Weitao Li, Zhi Liu 0002. tim, 72:1-14, 2023. [doi]

Autonomous Smart Grid Fault DetectionQiyue Li, Yuxing Deng, Xin Liu, Wei Sun 0011, Weitao Li, Jie Li, Zhi Liu 0002. csm, 7(2):40-47, June 2023. [doi]

Demo: Landscape: Saliency and Trajectory based Viewport Prediction in Point Cloud Video StreamingJie Li, Zhixin Li, Qiyue Li, Wei Sun, Weitao Li, Huiyu Wang, Zhi Liu 0002. mobisys 2023: 604-605 [doi]

HealthFort: A Cloud-Based eHealth System With Conditional Forward Transparency and Secure Provenance via BlockchainShiyu Li, Yuan Zhang 0006, Chunxiang Xu, Nan Cheng, Zhi Liu 0002, Yicong Du, Xuemin Shen. tmc, 22(11):6508-6525, November 2023. [doi]

Optimal Computation Offloading in Collaborative LEO-IoT Enabled MEC: A Multiagent Deep Reinforcement Learning ApproachYifeng Lyu, Zhi Liu 0002, Rongfei Fan, Cheng Zhan, Han Hu 0003, Jianping An. tgcn, 7(2):996-1011, June 2023. [doi]

Social Media Driven Big Data Analysis for Disaster Situation Awareness: A TutorialAmitangshu Pal, Junbo Wang, Yilang Wu, Krishna Kant 0001, Zhi Liu 0002, Kento Sato. tbd, 9(1):1-21, February 2023. [doi]

An Online Orchestration Mechanism for General-Purpose Edge ComputingXun Shao, Go Hasegawa, Mianxiong Dong, Zhi Liu 0002, Hiroshi Masui, Yusheng Ji. tsc, 16(2):927-940, March - April 2023. [doi]

TradeFL: A Trading Mechanism for Cross-Silo Federated LearningShiJing Yuan, Hongtao Lv, Hongze Liu, Chentao Wu, Song Guo 0001, Zhi Liu 0002, Hongyang Chen, Jie Li 0002. icdcs 2023: 920-930 [doi]

Metaverse for Connected and Automated Vehicles and Intelligent Transportation Systems [From the Guest Editors]Pengyuan Zhou, Lik Hang Lee, Zhi Liu 0002, Hang Qiu, Tristan Braud, Aaron Yi Ding, Sasu Tarkoma, Pan Hui 0001. vtm, 18(4):19-21, December 2023. [doi]

Roland: Robust In-band Parallel Communication for Magnetic MIMO Wireless Power Transfer SystemWangqiu Zhou, Hao Zhou 0001, Xiang Cui, Xinyu Wang, Xiaoyan Wang, Zhi Liu 0002. infocom 2023: 1-10 [doi]

2022

WiGRUNT: WiFi-Enabled Gesture Recognition Using Dual-Attention NetworkYu Gu 0003, Xiang Zhang 0011, Yantong Wang, Meng Wang, Huan Yan, Yusheng Ji, Zhi Liu 0002, Jianhua Li, Mianxiong Dong. thms, 52(4):736-746, 2022. [doi]

Secure User Authentication Leveraging Keystroke Dynamics via Wi-Fi SensingYu Gu 0003, Yantong Wang, Meng Wang, Zulie Pan, Zhihao Hu, Zhi Liu 0002, Fan Shi, Mianxiong Dong. tii, 18(4):2784-2795, 2022. [doi]

Editorial: Heterogeneous Cloud-Based Intelligent Computing for Next-Generation 5G ApplicationsQiang Liu 0004, Ryan Shea, Zhi Liu 0002, Zehua Wang, Han Hu. monet, 27(5):1779-1782, 2022. [doi]

AGVS: A New Change Detection Dataset for Airport Ground Video SurveillanceXiang Zhang 0006, Chang Shu, Shuai Li 0005, Celimuge Wu, Zhi Liu 0002. tits, 23(11):20588-20600, 2022. [doi]

ADS-B-Based Spatiotemporal Alignment Network for Airport Video Object SegmentationXiang Zhang 0006, Shuai Wang, Honggang Wu, Zhi Liu 0002, Celimuge Wu. tits, 23(10):17887-17898, 2022. [doi]

Linear Quadratic Gaussian Control for Wireless Communication Reliability for a Mobile Monitoring Robot in a UHV Power SubstationWei Sun 0011, Kang Wei, Zhi Liu 0002, Qiyue Li, Xiaobing Xu. sj, 16(3):4149-4159, 2022. [doi]

Resource Orchestration of Cloud-Edge-based Smart Grid Fault DetectionJie Li 0015, Yuxing Deng, Wei Sun 0011, Weitao Li, Ruidong Li, Qiyue Li, Zhi Liu 0002. tosn, 18(3), 2022. [doi]

UAV-based Mobile Wireless Power Transfer Systems with Joint Optimization of User Scheduling and TrajectoryYi Wang 0032, Meng Hua, Zhi Liu 0002, Di Zhang 0002, Baofeng Ji, Haibo Dai. monet, 27(5):1813-1827, 2022. [doi]

Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing SystemsXianfu Chen, Celimuge Wu, Tao Chen 0011, Zhi Liu 0002, Honggang Zhang 0001, Mehdi Bennis, Hang Liu 0003, Yusheng Ji. jsac, 40(1):243-258, 2022. [doi]

WiVi: WiFi-Video Cross-Modal Fusion based Multi-Path Gait Recognition SystemJinmeng Fan, Hao Zhou 0001, Fengyu Zhou, Xiaoyan Wang 0003, Zhi Liu 0002, Xiang-Yang Li 0001. iwqos 2022: 1-10 [doi]

Optimal Resource Allocation of 5G Machine-Type Communications for Situation Awareness in Active Distribution NetworksQiyue Li, Haochen Tang, Zhi Liu 0002, Jie Li 0015, Xiaobing Xu, Wei Sun 0011. sj, 16(3):4187-4197, 2022. [doi]

Blockchain-based Secure Outsourcing Data Integrity Auditing for Internet of Things in Cloud-edge EnvironmentYangfei Lin, Celimuge Wu, Yusheng Ji, Jie Li 0002, Zhi Liu 0002. msn 2022: 355-362 [doi]

BETA: Beacon-Based Traffic-Aware Routing in Vehicular Ad Hoc NetworksPing Liu, Xingfu Wang, Ammar Hawbani, Bei Hua, Liang Zhao 0004, Zhi Liu 0002. tits, 23(12):24206-24219, 2022. [doi]

Time-Frequency Analysis-Based Transient Harmonic Feature Extraction for Load MonitoringPeng Xia, Hao Zhou 0001, Shenyao Jiang, Fan Deng, Zhi Liu 0002, Xiang-Yang Li. icpads 2023: 49-56 [doi]

Trans-RL: A Prediction-Control Approach for QoE-Aware Point Cloud Video StreamingCunhui Zhang, Yangjie Cao, Zhi Liu 0002, Rui Yin, Yongdong Zhu, Xianfu Chen. globecom 2022: 1899-1904 [doi]

2021

Robust Edge Computing in UAV Systems via Scalable Computing and Cooperative ComputingZhi Liu 0002, Cheng Zhan, Ying Cui, Celimuge Wu, Han Hu 0003. wc, 28(5):36-42, 2021. [doi]

Point Cloud Video Streaming: Challenges and SolutionsZhi Liu 0002, Qiyue Li, Xianfu Chen, Celimuge Wu, Susumu Ishihara, Jie Li 0002, Yusheng Ji. network, 35(5):202-209, 2021. [doi]

3-D Facial Expression Recognition via Attention-Based Multichannel Data Fusion NetworkYu Gu 0003, Huan Yan, Xiang Zhang 0011, Zhi Liu 0002, Fuji Ren. tim, 70:1-10, 2021. [doi]

WiONE: One-Shot Learning for Environment-Robust Device-Free User Authentication via Commodity Wi-Fi in Man-Machine SystemYu Gu 0003, Huan Yan, Mianxiong Dong, Meng Wang, Xiang Zhang 0011, Zhi Liu 0002, Fuji Ren. tcss, 8(3):630-642, 2021. [doi]

LSTM based link quality confidence interval boundary prediction for wireless communication in smart gridWei Sun 0011, Pengyu Li, Zhi Liu 0002, Xue Xue, Qiyue Li, Haiyan Zhang, Junbo Wang. computing, 103(2):251-269, 2021. [doi]

Computation Offloading in Beyond 5G Networks: A Distributed Learning Framework and ApplicationsXianfu Chen, Celimuge Wu, Zhi Liu 0002, Ning Zhang, Yusheng Ji. wc, 28(2):56-62, 2021. [doi]

Optimal Transmission of Multi-Quality Tiled 360 VR Video in MIMO-OFDMA SystemsChengjun Guo, Ying Cui 0001, Zhi Liu 0002, Derrick Wing Kwan Ng. icc 2021: 1-6 [doi]

Power-Efficient Wireless Streaming of Multi-Quality Tiled 360 VR Video in MIMO-OFDMA SystemsChengjun Guo, Lingzhi Zhao, Ying Cui 0001, Zhi Liu 0002, Derrick Wing Kwan Ng. TWC, 20(8):5408-5422, 2021. [doi]

AF-DCGAN: Amplitude Feature Deep Convolutional GAN for Fingerprint Construction in Indoor Localization SystemsQiyue Li, Heng Qu, Zhi Liu 0002, Nana Zhou, Wei Sun 0011, Stephan Sigg, Jie Li 0015. tetci, 5(3):468-480, 2021. [doi]

Deep Reinforcement Learning-Based Resource Allocation for 5G Machine-Type Communication in Active Distribution NetworksQiyue Li, Hong Cheng, Yangzhao Yang, Haochen Tang, Zhi Liu 0002, Yangjie Cao, Wei Sun. monami 2022: 39-59 [doi]

A Deep Reinforcement Learning Approach for Point Cloud Video TransmissionsHai Lin, Bo Zhang, Yangjie Cao, Zhi Liu 0002, Xianfu Chen. vtc 2021: 1-5 [doi]

Optimal Wireless Streaming of Multi-Quality 360 VR Video By Exploiting Natural, Relative Smoothness-Enabled, and Transcoding-Enabled Multicast OpportunitiesKaixuan Long, Ying Cui 0001, Chencheng Ye, Zhi Liu 0002. tmm, 23:3670-3683, 2021. [doi]

Editorial: Recent Advances on Intelligent Mobility and Edge ComputingXun Shao, Zhi Liu 0002, Xianfu Chen, Seng W. Loke, Hwee Pink Tan. monet, 26(5):1971-1973, 2021. [doi]

A Near-Optimal Protocol for the Grouping Problem in RFID SystemsXiujun Wang, Zhi Liu 0002, Yan Gao, Xiao Zheng, Zhe Dang, Xiaojun Shen. tmc, 20(4):1257-1272, 2021. [doi]

Multi-UAV-Enabled Mobile-Edge Computing for Time-Constrained IoT ApplicationsCheng Zhan, Han Hu 0003, Zhi Liu 0002, Zhi Wang 0001, Shiwen Mao. iotj, 8(20):15553-15567, 2021. [doi]

Joint Resource Allocation and 3D Aerial Trajectory Design for Video Streaming in UAV Communication SystemsCheng Zhan, Han Hu 0003, Xiufeng Sui, Zhi Liu 0002, Jianan Wang, Honggang Wang 0001. tcsv, 31(8):3227-3241, 2021. [doi]

Adaptive Streaming of 360 Videos With Perfect, Imperfect, and Unknown FoV Viewing Probabilities in Wireless NetworksLingzhi Zhao, Ying Cui 0001, Zhi Liu 0002, Yunfei Zhang, Sheng Yang. TIP, 30:7744-7759, 2021. [doi]

DRLE: Decentralized Reinforcement Learning at the Edge for Traffic Light Control in the IoVPengyuan Zhou, Xianfu Chen, Zhi Liu 0002, Tristan Braud, Pan Hui 0001, Jussi Kangasharju. tits, 22(4):2262-2273, 2021. [doi]

2020

Fuzzy Logic-Based Adaptive Point Cloud Video StreamingZhi Liu 0002, Jie Li 0015, Xianfu Chen, Celimuge Wu, Susumu Ishihara, Yusheng Ji, Jie Li 0002. ojcomps, 1:121-130, 2020. [doi]

Mining Mobile Intelligence for Wireless Systems: A Deep Neural Network ApproachHan Hu 0003, Zhi Liu 0002, Jianping An. cim, 15(1):24-31, 2020. [doi]

EmoSense: Computational Intelligence Driven Emotion Sensing via Wireless Channel DataYu Gu 0003, Yantong Wang, Tao Liu 0024, Yusheng Ji, Zhi Liu 0002, Peng Li 0017, Xiaoyan Wang 0003, Xin An, Fuji Ren. tetci, 4(3):216-226, 2020. [doi]

SleepGuardian: An RF-Based Healthcare System Guarding Your Sleep from AfarYu Gu 0003, Yantong Wang, Zhi Liu 0002, Jun Liu, Jie Li. network, 34(2):164-171, 2020. [doi]

QoE-Driven Coupled Uplink and Downlink Rate Adaptation for 360-Degree Video Live StreamingJie Li 0015, Ransheng Feng, Wei Sun 0011, Zhi Liu 0002, Qiyue Li. icl, 24(4):863-867, 2020. [doi]

Contactless Body Movement Recognition During Sleep via WiFi SignalsYangjie Cao, Fuchao Wang, Xinxin Lu, Nan Lin, Bo Zhang, Zhi Liu 0002, Stephan Sigg. iotj, 7(3):2028-2037, 2020. [doi]

Age of Information-Aware Resource Management in UAV-Assisted Mobile-Edge Computing SystemsXianfu Chen, Celimuge Wu, Tao Chen 0011, Zhi Liu 0002, Mehdi Bennis, Yusheng Ji. globecom 2020: 1-6 [doi]

Age of Information Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning PerspectiveXianfu Chen, Celimuge Wu, Tao Chen, Honggang Zhang, Zhi Liu 0002, Yan Zhang 0002, Mehdi Bennis. TWC, 19(4):2268-2281, 2020. [doi]

Edge-Based V2X Communications With Big Data IntelligenceSiri Guleng, Celimuge Wu, Zhi Liu 0002, Xianfu Chen. access, 8:8603-8613, 2020. [doi]

Implementation of video data transmission protocol for a narrow sewer pipe screening system using drifting wireless camerasSusumu Ishihara, Zhi Liu 0002, Seiya Tachibana, Tomonori Yasuda. icoin 2020: 384-389 [doi]

Collaborative Learning of Communication Routes in Edge-Enabled Multi-Access Vehicular EnvironmentCelimuge Wu, Zhi Liu 0002, Fuqiang Liu, Tsutomu Yoshinaga, Yusheng Ji, Jie Li 0002. tccn, 6(4):1155-1165, 2020. [doi]

ecUWB: A Energy-Centric Communication Scheme for Unstable WiFi Based Backscatter Systems : (Invited Paper)Yue Xu, Jingwen Zhang, Hao Zhou 0001, Xiaoyan Wang 0003, Zhi Liu 0002, Yusheng Ji. icccn 2020: 1-9 [doi]

Optimal Multi-View Video Transmission in Multiuser Wireless Networks by Exploiting Natural and View Synthesis-Enabled Multicast OpportunitiesWei Xu, Ying Cui 0001, Zhi Liu 0002. tcom, 68(3):1494-1507, 2020. [doi]

Optimal Multi-View Video Transmission in OFDMA SystemsWei Xu, Ying Cui 0001, Zhi Liu 0002, Haoran Li. icl, 24(3):667-671, 2020. [doi]

Completion Time and Energy Optimization in the UAV-Enabled Mobile-Edge Computing SystemCheng Zhan, Han Hu 0003, Xiufeng Sui, Zhi Liu 0002, Dusit Niyato. iotj, 7(8):7808-7822, 2020. [doi]

Optimal Streaming of 360 VR Videos with Perfect, Imperfect and Unknown FoV Viewing ProbabilitiesLingzhi Zhao, Ying Cui 0001, Chengjun Guo, Zhi Liu 0002. globecom 2020: 1-6 [doi]

Edge-Facilitated Augmented Vision in Vehicle-to-Everything NetworksPengyuan Zhou, Tristan Braud, Aleksandr Zavodovski, Zhi Liu 0002, Xianfu Chen, Pan Hui 0001, Jussi Kangasharju. tvt, 69(10):12187-12201, 2020. [doi]

2019

Data Driven Cyber-Physical System for Landslide DetectionZhi Liu 0002, Toshitaka Tsuda, Hiroshi Watanabe, Satoko Ryuo, Nagateru Iwasawa. monet, 24(3):991-1002, 2019. [doi]

WiFi-Based Real-Time Breathing and Heart Rate Monitoring during SleepYu Gu 0003, Xiang Zhang 0011, Zhi Liu 0002, Fuji Ren. globecom 2019: 1-6 [doi]

BeSense: Leveraging WiFi Channel Data and Computational Intelligence for Behavior AnalysisYu Gu 0003, Xiang Zhang, Zhi Liu 0002, Fuji Ren. cim, 14(4):31-41, 2019. [doi]

A Contactless and Fine-Grained Sleep Monitoring System Leveraging WiFi Channel ResponseYu Gu 0003, Chenyu Zhang, Yantong Wang, Zhi Liu 0002, Yusheng Ji, Jie Li. icc 2019: 1-5 [doi]

Mobile Edge Computing for the Internet of Vehicles: Offloading Framework and Job SchedulingJingyun Feng, Zhi Liu 0002, Celimuge Wu, Yusheng Ji. vtm, 14(1):28-36, 2019. [doi]

Optimal Transmission of Multi-Quality Tiled 360 VR Video by Exploiting Multicast OpportunitiesKaixuan Long, Ying Cui 0001, Chencheng Ye, Zhi Liu 0002. globecom 2019: 1-6 [doi]

A Competitive Approximation Algorithm for Data Allocation Problem in Heterogenous Mobile Edge ComputingXun Shao, Zhi Liu 0002, Mianxiong Dong, Hiroshi Masui, Yusheng Ji. vtc 2019: 1-5 [doi]

2018

Sleepy: Adaptive sleep monitoring from afar with commodity WiFi infrastructuresYu Gu 0003, Jinhai Zhan, Zhi Liu 0002, Jie Li, Yusheng Ji, Xiaoyan Wang 0003. wcnc 2018: 1-5 [doi]

EmoSense: Data-Driven Emotion Sensing via Off-the-Shelf WiFi DevicesYu Gu 0003, Tao Liu, Jie Li 0015, Fuji Ren, Zhi Liu 0002, Xiaoyan Wang 0003, Peng Li. icc 2018: 1-6 [doi]

A Deep Reinforcement Learning Based Approach for Cost- and Energy-Aware Multi-Flow Mobile Data OffloadingCheng Zhang 0007, Zhi Liu 0002, Bo Gu, Kyoko Yamori, Yoshiaki Tanaka. ieicet, 101-B(7):1625-1634, 2018. [doi]

Cost- and Energy-Aware Multi-Flow Mobile Data Offloading Using Markov Decision ProcessCheng Zhang 0007, Bo Gu, Zhi Liu 0002, Kyoko Yamori, Yoshiaki Tanaka. ieicet, 101-B(3):657-666, 2018. [doi]

Modeling QoE of Virtual Reality Video Transmission over Wireless NetworksJie Li 0015, Ransheng Feng, Zhi Liu 0002, Wei Sun 0011, Qiyue Li. globecom 2018: 1-7 [doi]

Incentive Mechanism Design for Crowdsourcing-Based Indoor LocalizationWei Li 0092, Cheng Zhang 0007, Zhi Liu 0002, Yoshiaki Tanaka. access, 6:54042-54051, 2018. [doi]

Wavelet Transform DC-GAN for Diversity Promoted Fingerprint Construction in Indoor LocalizationQiyue Li, Heng Qu, Zhi Liu 0002, Wei Sun 0011, Xun Shao, Jie Li 0015. globecom 2018: 1-7 [doi]

Spatial Intelligence toward Trustworthy Vehicular IoTCelimuge Wu, Zhi Liu 0002, Di Zhang, Tsutomu Yoshinaga, Yusheng Ji. cm, 56(10):22-27, 2018. [doi]

2017

Multi-stream switching for interactive virtual reality video streamingGene Cheung, Zhi Liu 0002, Zhiyou Ma, Jack Z. G. Tan. icip 2017: 2179-2183 [doi]

2014

Error Resilient Multi-view Video StreamingZhi Liu 0002. PhD thesis, Graduate University for Advanced Studies, Japan, 2014. [doi]

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