Search Results - "GLOBECOM 2022 - 2022 IEEE Global Communications Conference"

Intelligent Reflecting Surface Aided Vehicular Edge Computing by Laroui, Mohammed, Moungla, Hassine, Afifi, Hossam, Selim, Mohamed Y., Kamal, Ahmed E.

“…Due to the rapid increase of connected devices and network traffic, the data transport from end-user devices to destination (connected device, cloud, edge…”
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QoE-Aware Resource Allocation for Semantic Communication Networks by Yan, Lei, Qin, Zhijin, Zhang, Rui, Li, Yongzhao, Ye Li, Geoffrey

“…With the aim of accomplishing intelligence tasks, semantic communications transmit task-related information only, yielding significant performance gains over…”
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Federated Deep Reinforcement Learning for Resource Allocation in O-RAN Slicing by Zhang, Han, Zhou, Hao, Erol-Kantarci, Melike

“…Recently, open radio access network (O-RAN) has become a promising technology to provide an open environment for network vendors and operators. Coordinating…”
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Power Allocation for Joint Communication and Sensing in Cell-Free Massive MIMO by Behdad, Zinat, Demir, Ozlem Tugife, Sung, Ki Won, Bjornson, Emil, Cavdar, Cicek

“…This paper studies a joint communication and sensing (JCAS) system with downlink communication and multi-static sensing for single-target detection in a cloud…”
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A Robust Deep Learning Enabled Semantic Communication System for Text by Peng, Xiang, Qin, Zhijin, Huang, Danlan, Tao, Xiaoming, Lu, Jianhua, Liu, Guangyi, Pan, Chengkang

“…With the advent of the 6G era, the concept of semantic communication has attracted increasing attention. Compared with conventional communication systems,…”
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Optimal Targeted Advertising Strategy for Secure Wireless Edge Metaverse by Du, Hongyang, Niyato, Dusit, Miao, Chunyan, Kang, Jiawen, Kim, Dong In

“…Recently, Metaverse has attracted increasing attention from both industry and academia, because of the significant potential to integrate real and digital…”
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Machine Learning-based Approaches Comparison for Netflix/DAZN Streaming and Real Traffic Prediction by Reticcioli, E., Di Girolamo, G.D., Di Carlo, C., Smarra, F., D'Innocenzo, A.

“…Traffic prediction is a fundamental topic in modern networks for performance analysis and network planning. To this aim, modeling and optimization of modern…”
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Towards Real-World 6G Drone Communication: Position and Camera Aided Beam Prediction by Charan, Gouranga, Hredzak, Andrew, Stoddard, Christian, Berrey, Benjamin, Seth, Madhav, Nunez, Hector, Alkhateeb, Ahmed

“…Millimeter-wave (mmWave) and terahertz (THz) communication systems typically deploy large antenna arrays to guarantee sufficient receive signal power. The beam…”
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Privacy-preserving and Efficient Decentralized Federated Learning-based Energy Theft Detector by Ibrahem, Mohamed I., Mahmoud, Mohamed, Fouda, Mostafa M., ElHalawany, Basem M., Alasmary, Waleed

“…Energy theft causes economic losses and power out-ages and disrupts energy generation and distribution of smart grids. A significant challenge is how to…”
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Resource Allocation and Resolution Control in the Metaverse with Mobile Augmented Reality by Si, Peiyuan, Zhao, Jun, Han, Huimei, Lam, Kwok-Yan, Liu, Yang

“…With the development of blockchain and communication techniques, the Metaverse is considered as a promising next-generation Internet paradigm, which enables…”
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A Secure Data Dissemination Scheme for IoT-Based e-Health Systems using AI and Blockchain by Kumar, Prabhat, Kumar, Randhir, Garg, Sahil, Kaur, Kuljeet, Zhang, Yin, Guizani, Mohsen

“…In Internet of Things (IoT)-based e-Health Systems (IoTEHS), medical devices form a large network that continuously sense and share the healthcare data with…”
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Channel Model Mismatch Analysis for XL-MIMO Systems from a Localization Perspective by Chen, Hui, Elzanaty, Ahmed, Ghazalian, Reza, Keskin, Musa Furkan, Jantti, Riku, Wymeersch, Henk

“…Radio localization is applied in high-frequency (e.g., mmWave and THz) systems to support communication and to provide location-based services without extra…”
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The Role of Feedback in AoI Optimization Under Limited Transmission Opportunities by Munari, Andrea, Badia, Leonardo

“…Scheduling updates from remote sensors is a key task for the internet of things (IoT). In this context, the mathematical concept of age of information is often…”
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Hybrid Far- and Near-Field Channel Estimation for THz Ultra-Massive MIMO via Fixed Point Networks by Yu, Wentao, Shen, Yifei, He, Hengtao, Yu, Xianghao, Zhang, Jun, Letaief, Khaled B.

“…Terahertz ultra-massive multiple-input multiple-output (THz UM-MIMO) is envisioned as one of the key enablers of 6G wireless systems. Due to the joint effect…”
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Green Federated Learning via Energy-Aware Client Selection by Albelaihi, Rana, Yu, Liangkun, Craft, Warren D., Sun, Xiang, Wang, Chonggang, Gazda, Robert

“…Federated learning (FL) is a collaborative machine learning framework to enable different clients such as Internet of Things (IoT) devices to participate in a…”
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A Unified Multi-Task Semantic Communication System with Domain Adaptation by Zhang, Guangyi, Hu, Qiyu, Qin, Zhijin, Cai, Yunlong, Yu, Guanding

“…The task-oriented semantic communication sys-tems have achieved significant performance gain, however, the paradigm that employs a model for a specific task…”
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Flexible Unsupervised Learning for Massive MIMO Subarray Hybrid Beamforming by Hojatian, Hamed, Nadal, Jeremy, Frigon, Jean-Francois, Leduc-Primeau, Francois

“…Hybrid beamforming is a promising technology to improve the energy efficiency of massive MIMO systems. In particular, subarray hybrid beamforming can further…”
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Perceptual Learned Source-Channel Coding for High-Fidelity Image Semantic Transmission by Wang, Jun, Wang, Sixian, Dai, Jincheng, Si, Zhongwei, Zhou, Dekun, Niu, Kai

“…As one novel approach to realize end-to-end wireless image semantic transmission, deep learning-based joint source-channel coding (deep JSCC) method is…”
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Guard Beam: Protecting mmWave Communication through In-Band Early Blockage Prediction by Hersyandika, Rizqi, Miao, Yang, Pollin, Sofie

“…Human blockage is one of the main challenges for mmWave communication networks in dynamic environments. The shadowing by a human body results in significant…”
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Flowing the Information from Shannon to Fisher: Towards the Fundamental Tradeoff in ISAC by Xiong, Yifeng, Liu, Fan, Cui, Yuanhao, Yuan, Weijie, Han, Tony Xiao

“…Integrated Sensing and Communication (ISAC) is recognized as a promising technology for the next-generation wireless networks. In this paper, we provide a…”
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