AI model selection and monitoring for beam management in 5G-advanced
This paper investigates the application of artificial intelligence (AI) to wireless technology,
specifically in the context of beam management (BM) in the advanced 5th-generation (5G)
communication system. Our focus lies in aligning our study with the ongoing discussions
within the Third Generation Partnership Project (3GPP) as of December 2022. Instead of
evaluating the performance of specific AI models, we take user equipment (UE) receiver (Rx)
beam prediction as an illustrative example of AI-based BM. We explore various aspects of AI …
specifically in the context of beam management (BM) in the advanced 5th-generation (5G)
communication system. Our focus lies in aligning our study with the ongoing discussions
within the Third Generation Partnership Project (3GPP) as of December 2022. Instead of
evaluating the performance of specific AI models, we take user equipment (UE) receiver (Rx)
beam prediction as an illustrative example of AI-based BM. We explore various aspects of AI …
[PDF][PDF] AI Model Selection and Monitoring for Beam Management in 5G-Advanced
Y BAI, S WU, Q TONG - researchgate.net
This paper investigates the application of artificial intelligence (AI) to wireless technology,
specifically in the context of beam management (BM) in the advanced 5th-generation (5G)
communication system. Our focus lies in aligning our study with the ongoing discussions
within the Third Generation Partnership Project (3GPP) as of December 2022. Instead of
evaluating the performance of specific AI models, we take user equipment (UE) receiver (Rx)
beam prediction as an illustrative example of AI-based BM. We explore various aspects of AI …
specifically in the context of beam management (BM) in the advanced 5th-generation (5G)
communication system. Our focus lies in aligning our study with the ongoing discussions
within the Third Generation Partnership Project (3GPP) as of December 2022. Instead of
evaluating the performance of specific AI models, we take user equipment (UE) receiver (Rx)
beam prediction as an illustrative example of AI-based BM. We explore various aspects of AI …
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