Smart Beamformer Based on Artificial Intelligence

Mingxiang Guan; Zhou Wu

Machine Learning and Intelligent Communications. 5th International Conference, MLICOM 2020, Shenzhen, China, September 26-27, 2020, Proceedings

Research Article

Smart Beamformer Based on Artificial Intelligence

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@INPROCEEDINGS{10.1007/978-3-030-66785-6_23,
    author={Mingxiang Guan and Zhou Wu},
    title={Smart Beamformer Based on Artificial Intelligence},
    proceedings={Machine Learning and Intelligent Communications. 5th International Conference, MLICOM 2020, Shenzhen, China, September 26-27, 2020, Proceedings},
    proceedings_a={MLICOM},
    year={2021},
    month={1},
    keywords={Smart beamformer Artificial intelligence Game theory},
    doi={10.1007/978-3-030-66785-6_23}
}

Mingxiang Guan
Zhou Wu
Year: 2021
Smart Beamformer Based on Artificial Intelligence
MLICOM
Springer
DOI: 10.1007/978-3-030-66785-6_23

Mingxiang Guan¹^,*, Zhou Wu¹

1: Shenzhen Institute of Information Technology

*Contact email: 66827983@qq.com

Abstract

A decentralized smart beamformer based on artificial intelligence is proposed. Transmission weights adjustment of different users are described as a multi-users game. The existence and uniqueness of the Nash equilibrium in the adaptive beamforming algorithm based on artificial intelligence are proved. Convergent transmission weights update algorithm is designed.

Keywords: Smart beamformer Artificial intelligence Game theory

Published: 2021-01-24
Appears in: SpringerLink

: http://dx.doi.org/10.1007/978-3-030-66785-6_23

Smart Beamformer Based on Artificial Intelligence

Abstract

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