2024
DOI: 10.1609/aaai.v38i1.27773
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Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB

Shengheng Liu,
Xingkang Li,
Zihuan Mao
et al.

Abstract: High-accuracy positioning has become a fundamental enabler for intelligent connected devices. Nevertheless, the present wireless networks still rely on model-driven approaches to achieve positioning functionality, which are susceptible to performance degradation in practical scenarios, primarily due to hardware impairments. Integrating artificial intelligence into the positioning framework presents a promising solution to revolutionize the accuracy and robustness of location-based services. In this study, we a… Show more

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