Results 1 to 10 of about 5,008 (117)
Fast Wideband Beamforming Using Convolutional Neural Network
Remote Sensing, 2023 With the wideband beamforming approaches, the synthetic aperture radar (SAR) could achieve high azimuth resolution and wide swath. However, the performance of conventional adaptive wideband time-domain beamforming is severely affected as the received ...
Xun Wu +4 more
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MMU-STCNN-BDQ: a deep reinforcement learning framework for secure and energy-efficient beamforming in 6G mMIMO networks [PDF]
Scientific ReportsTo achieve energy-efficient and secure beamforming in 6G massive MIMO networks, especially in millimeter-wave (mmWave) bands. This research work introduces a hybrid framework utilizing the Massive Multi-User Spatiotemporal Convolutional Neural Network ...
Kama Ramudu +5 more
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A deep learning driven hybrid beamforming method for millimeter wave MIMO system
Digital Communications and Networks, 2023 The hybrid beamforming is a promising technology for the millimeter wave MIMO system, which provides high spectrum efficiency, high data rate transmission, and a good balance between transmission performance and hardware complexity.
Jienan Chen +5 more
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IEEE Access, 2022 Beamforming is the fundamental concept of wireless communications to serve several users through multiple-antenna transceivers. The advent of massive multiple-input multiple-output (MIMO) systems leads to an investigation into beamforming to reach ...
Jamal Beiranvand +3 more
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Machine Learning-Based Beamforming in K-User MISO Interference Channels
IEEE Access, 2021 In this paper, we consider a K-user multiple-input and single-output interference channel and propose a machine learning-based beamforming design. To circumvent the difficulties of beamforming design in interference channels, we consider a beamforming ...
Hyung Jun Kwon, Jung Hoon Lee, Wan Choi
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mmWave self-beam-tilting antenna array with low complexity and wide coverage
Alexandria Engineering Journal, 2023 This paper proposes an effective planar mmWave switched beamforming antenna array with low complexity and wide beam coverage. The proposed structure is configured using multiple linearly polarized self-beam-tilting-antenna (SBTA) elements, eliminating ...
Ye-Bon Kim, Junhyuk Cho, Han Lim Lee
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On Energy Efficiency of Wideband RIS-Aided Cell-Free Network
IEEE Access, 2022 Cell-free (CF) network is a favorable technique against inter-cell interferences to improve the network capacity. However, to further improve the network capacity, a large number of base stations (BSs) are required to be deployed with high cost and power
Muhammad Zain Siddiqi +3 more
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ADAPTIVE BEAMFORMING TECHNIQUES FOR IMPROVED COMMUNICATION IN WSNS FOR 5G NETWORKS [PDF]
Proceedings on Engineering SciencesThe following research focuses on adaptive beamforming techniques to improve communication efficiency in WSNs integrated into 5G networks. Beamforming offers a better Signal-to-Interference-plus-Noise Ratio (SINR), reduces energy consumption, and ...
Aseel Qasim +2 more
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A Review of the State of the Art and Future Challenges of Deep Learning-Based Beamforming
IEEE Access, 2022 The key objective of this paper is to explore the recent state-of-the-art artificial intelligence (AI) applications on the broad field of beamforming. Hence, a multitude of AI-oriented beamforming studies are thoroughly investigated in order to correctly
Haya Al Kassir +5 more
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IEEE Access, 2020 Coordinated beamforming is very efficient at managing interference in ultra dense network. However, the optimal strategy remains as a challenge task to obtain due to the coupled nature among densely and autonomously deployed cells.
Changyin Sun, Zhao Shi, Fan Jiang
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