Search Results - "Mao, Shiwen"

CSI-Based Fingerprinting for Indoor Localization: A Deep Learning Approach by Xuyu Wang, Lingjun Gao, Shiwen Mao, Pandey, Santosh

“…With the fast-growing demand of location-based services in indoor environments, indoor positioning based on fingerprinting has attracted significant interest…”
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Application of Machine Learning in Wireless Networks: Key Techniques and Open Issues by Sun, Yaohua, Peng, Mugen, Zhou, Yangcheng, Huang, Yuzhe, Mao, Shiwen

“…As a key technique for enabling artificial intelligence, machine learning (ML) is capable of solving complex problems without explicit programming. Motivated…”
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Wireless Multimedia Cognitive Radio Networks: A Comprehensive Survey by Amjad, Muhammad, Rehmani, Mubashir Husain, Shiwen Mao

“…Time-critical and delay-sensitive multimedia applications require more spectrum and transmission resources. With the provision of cognitive radios (CRs), the…”
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Base Station ON-OFF Switching in 5G Wireless Networks: Approaches and Challenges by Feng, Mingjie, Mao, Shiwen, Jiang, Tao

“…To achieve the expected 1000x data rates under the exponential growth of traffic demand, a large number of BSs or APs will be deployed in 5G wireless systems…”
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Learn to Cache: Machine Learning for Network Edge Caching in the Big Data Era by Chang, Zheng, Lei, Lei, Zhou, Zhenyu, Mao, Shiwen, Ristaniemi, Tapani

“…The unprecedented growth of wireless data traffic not only challenges the design and evolution of the wireless network architecture, but also brings about…”
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CSI Phase Fingerprinting for Indoor Localization With a Deep Learning Approach by Wang, Xuyu, Gao, Lingjun, Mao, Shiwen

“…With the increasing demand of location-based services, indoor localization based on fingerprinting has become an increasingly important technique due to its…”
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Multiobjective Optimization for Computation Offloading in Fog Computing by Liqing Liu, Zheng Chang, Xijuan Guo, Shiwen Mao, Ristaniemi, Tapani

“…Fog computing system is an emergent architecture for providing computing, storage, control, and networking capabilities for realizing Internet of Things. In…”
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A survey of mobile cloud computing for rich media applications by Xu, Yi, Mao, Shiwen

“…By leveraging Mobile Cloud Computing (MCC), resource-poor mobile devices are enabled to run rich media applications. In this article, we review mobile cloud…”
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A survey of free space optical networks by Son, In Keun, Mao, Shiwen

“…Free Space Optical (FSO) networks, also known as optical wireless networks, have emerged as viable candidates for broadband wireless communications in the near…”
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Indoor Localization Using Smartphone Magnetic and Light Sensors: a Deep LSTM Approach by Wang, Xuyu, Yu, Zhitao, Mao, Shiwen

“…With the increasing demand for location-based services, indoor localization has attracted great interest. In this paper, we present DeepML, a deep long…”
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PhaseBeat: Exploiting CSI Phase Data for Vital Sign Monitoring with Commodity WiFi Devices by Xuyu Wang, Chao Yang, Shiwen Mao

“…Vital signs, such as respiration and heartbeat, are useful to health monitoring since such signals provide important clues of medical conditions. Effective…”
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On Hierarchical Power Scheduling for the Macrogrid and Cooperative Microgrids by Yu Wang, Shiwen Mao, Nelms, R. M.

“…Although considerable advances have been made in single microgrid (MG) systems, the problem of cooperation among MGs and the macrogrid has attracted…”
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Hierarchical Radio Resource Allocation for Network Slicing in Fog Radio Access Networks by Sun, Yaohua, Peng, Mugen, Mao, Shiwen, Yan, Shi

“…Network slicing in fog radio access networks is recognized as a cost-efficient solution to support future diverse use cases. However, with the number of user…”
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BiLoc: Bi-Modal Deep Learning for Indoor Localization With Commodity 5GHz WiFi by Wang, Xuyu, Gao, Lingjun, Mao, Shiwen

“…In this paper, we study fingerprinting-based indoor localization in commodity 5-GHz WiFi networks. We first theoretically and experimentally validate three…”
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Joint Frame Design, Resource Allocation and User Association for Massive MIMO Heterogeneous Networks With Wireless Backhaul by Feng, Mingjie, Mao, Shiwen, Jiang, Tao

“…In this paper, we investigate the problem of frame design, resource allocation, and user association in a massive multiple input multiple output (MIMO)…”
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User Association in Massive MIMO HetNets by Xu, Yi, Mao, Shiwen

“…Massive multiple-input-multiple-output (MIMO) and small cell are both recognized as key technologies for the future fifth-generation wireless systems. In this…”
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Adaptive Electricity Scheduling in Microgrids by Yingsong Huang, Shiwen Mao, Nelms, R. M.

“…Microgrid (MG) is a promising component for future smart grid (SG) deployment. The balance of supply and demand of electric energy is one of the most important…”
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BOOST: Base Station on-off Switching Strategy for Green Massive MIMO HetNets by Feng, Mingjie, Mao, Shiwen, Jiang, Tao

“…We investigate the problem of base station (BS) ON-OFF switching, user association, and power control in a heterogeneous network (HetNet) with massive multiple…”
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Performance Evaluation of Cognitive Radios: Metrics, Utility Functions, and Methodology by Zhao, Youping, Mao, Shiwen, Neel, James O., Reed, Jeffrey H.

“…Performance evaluation of cognitive radio (CR) networks is an important problem but has received relatively limited attention from the CR community. Unlike…”
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DeepFi: Deep learning for indoor fingerprinting using channel state information by Xuyu Wang, Lingjun Gao, Shiwen Mao, Pandey, Santosh

“…With the fast growing demand of location-based services in indoor environments, indoor positioning based on fingerprinting has attracted a lot of interest due…”
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