Telefonaktiebolaget lm ericsson (publ) (20240291548). METHODS AND APPARATUS FOR BEAM MANAGEMENT simplified abstract

METHODS AND APPARATUS FOR BEAM MANAGEMENT

Organization Name

telefonaktiebolaget lm ericsson (publ)

Inventor(s)

Athanasios Karapantelakis of Solna (SE)

Konstantinos Vandikas of Solna (SE)

Maxim Teslenko of Sollentuna (SE)

Alexandros Nikou of Stockholm (SE)

Aneta Vulgarakis Feljan of Stockholm (SE)

Lackis Eleftheriadis of Valbo (SE)

Marin Orlic of Bromma (SE)

Marios Daoutis of Bromma (SE)

METHODS AND APPARATUS FOR BEAM MANAGEMENT - A simplified explanation of the abstract

This abstract first appeared for US patent application 20240291548 titled 'METHODS AND APPARATUS FOR BEAM MANAGEMENT

The abstract describes a method and apparatus for beam management in a communication network. The method involves obtaining measurements of the environment containing user equipments (UEs), transmitting these measurements to a machine learning agent hosting a machine learning (ML) model, processing the measurements using the ML model to suggest beam options for data exchange with the UEs, selecting one or more suggested beam options, and exchanging data with the UEs using the selected beam options.

• Obtaining measurements of the environment containing user equipments (UEs)
• Transmitting measurements to a machine learning agent hosting a ML model
• Processing measurements using the ML model to suggest beam options for data exchange with UEs
• Selecting one or more suggested beam options
• Exchanging data with UEs using the selected beam options

Potential Applications: - Wireless communication networks - Internet of Things (IoT) devices - 5G technology

Problems Solved: - Efficient beam management in communication networks - Optimizing data exchange with UEs - Enhancing network performance

Benefits: - Improved network efficiency - Enhanced user experience - Increased data transfer speeds

Commercial Applications: - Telecommunications companies - IoT device manufacturers - Network infrastructure providers

Prior Art: Prior research in beamforming techniques in wireless communication networks.

Frequently Updated Research: Ongoing studies on machine learning algorithms for beam management in communication networks.

Questions about Beam Management: 1. How does beam management improve network performance? 2. What are the key challenges in implementing beam management in communication networks?

Original Abstract Submitted

methods and apparatus for beam management are provided. a computer-implemented method for beam management includes obtaining measurements of one or more properties of an environment, wherein the environment contains one or more user equipments (ues). the method further includes initiating transmission of the obtained property measurements to a machine learning (ml) agent hosting a ml model, and receiving the transmitted property measurements at the ml agent. the method also includes processing the received property measurements using the ml model to suggest one or more beam options for exchanging data with the one or more ues, from among a plurality of beam options, and selecting, using the one or more suggested beam options, at least one of the one or more suggested beam options. the method additionally includes exchanging data with the one or more ues using the selected beam options.