View source for 17756841. Machine Learning-Based Beam Selection simplified abstract (Apple Inc.)

=Machine Learning-Based Beam Selection=


==Organization Name==

[[:Category:Apple Inc.|Apple Inc.]]


[[Category:Apple Inc.]]

==Inventor(s)==

[[:Category:Yushu Zhang of Beijing (CN)|Yushu Zhang of Beijing (CN)]][[Category:Yushu Zhang of Beijing (CN)]]

[[:Category:Dawei Zhang of Saratoga CA (US)|Dawei Zhang of Saratoga CA (US)]][[Category:Dawei Zhang of Saratoga CA (US)]]

[[:Category:Haitong Sun of Cupertino CA (US)|Haitong Sun of Cupertino CA (US)]][[Category:Haitong Sun of Cupertino CA (US)]]

[[:Category:Huaning Niu of San Jose CA (US)|Huaning Niu of San Jose CA (US)]][[Category:Huaning Niu of San Jose CA (US)]]

[[:Category:Oghenekome Oteri of San Diego CA (US)|Oghenekome Oteri of San Diego CA (US)]][[Category:Oghenekome Oteri of San Diego CA (US)]]

[[:Category:Seyed Ali Akbar Fakoorian of San Diego CA (US)|Seyed Ali Akbar Fakoorian of San Diego CA (US)]][[Category:Seyed Ali Akbar Fakoorian of San Diego CA (US)]]

[[:Category:Sigen Ye of San Diego CA (US)|Sigen Ye of San Diego CA (US)]][[Category:Sigen Ye of San Diego CA (US)]]

[[:Category:Wei Zeng of Saratoga CA (US)|Wei Zeng of Saratoga CA (US)]][[Category:Wei Zeng of Saratoga CA (US)]]

[[:Category:Weidong Yang of San Diego CA (US)|Weidong Yang of San Diego CA (US)]][[Category:Weidong Yang of San Diego CA (US)]]

==Machine Learning-Based Beam Selection - A simplified explanation of the abstract==


This abstract first appeared for US patent application 17756841 titled 'Machine Learning-Based Beam Selection

==Simplified Explanation==
A user equipment (UE) is designed to choose a beam in a wireless network. The UE receives a beam pattern configuration from a base station, selects a subset of beams for measurements, performs measurements, updates a beam search space (BSS) based on the measurements, reports the updated BSS to the base station, and switches to a beam from the updated BSS.

==Key Features and Innovation==
* User equipment (UE) selecting a beam in a wireless network.
* Receiving beam pattern configuration from a base station.
* Performing measurements on a subset of beams.
* Updating a beam search space (BSS) based on measurements.
* Reporting the updated BSS to the base station.
* Switching to a beam from the updated BSS.

==Potential Applications==
This technology can be applied in various wireless communication systems where beamforming is used to improve signal quality and coverage.

==Problems Solved==
This technology addresses the challenge of efficiently selecting and switching between beams in a wireless network to optimize performance.

==Benefits==
* Improved signal quality.
* Enhanced network coverage.
* Efficient beam selection and switching.
* Enhanced overall network performance.

==Commercial Applications==
* Telecommunications industry for 5G networks.
* IoT devices requiring reliable wireless connections.
* Satellite communication systems for improved data transmission.

==Prior Art==
Readers can explore prior research on beamforming techniques in wireless communication systems to understand the evolution of this technology.

==Frequently Updated Research==
Stay updated on the latest advancements in beamforming technology in wireless networks to leverage the most recent innovations for improved network performance.

==Questions about Beam Selection in Wireless Networks==
===How does beamforming technology impact network efficiency?===
Beamforming technology enhances network efficiency by focusing signal transmission in specific directions, reducing interference, and improving overall network performance.

===What are the key considerations when selecting beams in a wireless network?===
Key considerations when selecting beams include signal strength, interference levels, and network coverage requirements.


==Original Abstract Submitted==

A user equipment (UE) is configured to select a beam. The UE receives, from a base station of a wireless network, a beam pattern configuration, reports, to the base station, a subset of beams on which measurements will be performed, performs measurements on the subset of beams, updates a beam search space (BSS) based on the measurements, reports the updated BSS to the base station and selects a beam from the updated BSS to switch to.



[[Category:H04B7/06]]
[[Category:H04W24/10]]
[[Category:CPC_H04B7/06952]]