Efficient Gradient Updating Strategies with Adaptive Power Allocation for Federated Learning over Wireless Backhaul [PDF]
Sensors, 2021 In this paper, efficient gradient updating strategies are developed for the federated learning when distributed clients are connected to the server via a wireless backhaul link.
Yunji Yang, Yonggi Hong, Jaehyun Park
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An Adjustable Wireless Backhaul Link Selection Algorithm for LEO-UAV-Sensor-Based Internet of Remote Things Network [PDF]
SensorsInternet of Remote Things (IoRT) networks utilize the backhaul links between unmanned aerial vehicles (UAVs) and low-earth-orbit (LEO) satellites to transfer the massive data collected by sensors.
Rui Chen, Wennai Wang, Wei Wu
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Performance analysis of Cognitive Vehicular Networks under Unreliable Backhaul [PDF]
EAI Endorsed Transactions on Industrial Networks and Intelligent Systems, 2021 This paper presents a comprehensive model including a wireless backhaul as a cost-effective backhaul alternative to wired backhaul for vehicular networks, a heterogeneous underlay cognitive vehicular network with multiple mobile secondary ...
Cheng Yin, Zeming Su, Ayse Kortun
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RIS-aided Multi-hop Backhauling for 5G/6G UAV-assisted Access Points
Journal of Telecommunications and Information Technology, 2023 Drones are considered to be an important part of future 6G telecommunication systems. Thanks to their quick deployment potential, they provide additional connectivity options in the form of a flying hotspot.
Salim Janji, Pawel Sroka
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IET Radar, Sonar & Navigation, 2022 When micro‐Doppler (MD) radars are distributed, a federated learning strategy over wireless backhaul links is developed for motion classification. Specifically to identify the human motion, a common convolutional neural network (CNN) model is shared for ...
Yunji Yang, Yong‐gi Hong, Jaehyun Park
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Integrated Access and Backhaul (IAB) in Cell-Free Massive MIMO Systems
IEEE Access, 2023 One of the major challenges with cell-free (CF) massive multiple-input multiple-output (MIMO) networks is providing backhaul links for a large number of distributed access points (APs).
Ali Hosseinalipour Jazi +2 more
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Research on Security Performance of HetNets Based on In-band Wireless Backhaul [PDF]
Jisuanji gongcheng, 2018 In order to solve the problem of low physical layer security performance in heterogeneous networks,an In-Band Full-Duplex(IB-FD) wireless backhaul scheme is proposed.In massive Multiple Input Multiple Output (MIMO) two-tier HetNets,macro and small cell ...
XIE Mangang,JIA Xiangdong,ZHOU Meng,JI Shanshan,JIAO Jinliang,YANG Zheng
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Coverage Analysis for Full-Duplex Massive MIMO Heterogeneous Network Based on In-band Backhaul [PDF]
Jisuanji gongcheng, 2017 In massive Multiple-Input Multiple-Output(MIMO) system,In-Band(IB)Full-Duplex(FD) wireless backhaul scheme can reuse the radio access spectrum and greatly improve the network performance.With this consideration,this paper proposes a massive MIMO ...
JIA Xiangdong,XIE Mangang,ZHOU Meng
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Downlink Rate Analysis of Training-Based Massive MIMO Systems With Wireless Backhaul Networks
IEEE Access, 2018 Massive multiple-input multiple-output (MIMO) systems with wireless backhaul networks have been considered as a candidate technology for 5G. Despite their potential, these systems still require improvement in areas such as resource allocation and ...
Wan Amirul Mahyiddin +3 more
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Secure Energy Harvesting Relay Networks With Unreliable Backhaul Connections
IEEE Access, 2018 Wireless backhaul is a cost-effective and flexible alternative to wired backhaul, yet it suffers from unreliability. This paper studies the secrecy performance of a relay network with such unreliable wireless backhaul.
Cheng Yin +5 more
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