Samsung patents base station method that learns local environment for better signal
Samsung describes a method where a cell tower gathers data from outside sources to understand its physical surroundings. It then uses a learning model to adjust how it sends data to phones based on the location of the user and the environment.
In the filing’s own words
Apparatuses and methods for operating a base station (BS) are provided. In some embodiments, the method includes receiving supporting information from at least one external device. The method further includes determining physical environment information based on the supporting information, receiving position information for a user equipment (UE), and generating output information for communication with the UE based on the physical environment information and the position information using at least one learning model.
What exactly they claim (claim 1)
1. A method for operating a base station (BS), the method comprising: receiving supporting information from at least one external device; determining physical environment information based on the supporting information; receiving position information for a user equipment (UE); and generating output information for communication with the UE based on the physical environment information and the position information using at least one learning model.
Facts
- Company
- Samsung (Samsung Electronics Co., Ltd.)
- Official title
- FRAMEWORK FOR LEARNING THE PHYSICAL ENVIRONMENT FOR EFFICIENT DOWNLINK DATA TRANSMISSION IN MIMO SYSTEMS
- Publication number
- US20260333111A1
- Application number
- 19637903
- Filed
- Apr 2, 2026
- Published
- Oct 22, 2026
- Inventors
- 3
- Claims
- 20
Classified under
H04W 28/0226 Electricity & electronicsH04L 5/0048 Electricity & electronicsH04W 28/16 Electricity & electronicsMore from Samsung in Networks & wireless
- Samsung patents UWB method to save power while tracking distance Sep 1, 2026
- Samsung patents system to keep satellite calls connected as satellites move Sep 1, 2026
- Samsung patents low-power IoT tags that reply without precise clocks Sep 1, 2026
- Samsung patents phone feature that switches networks to fix slow connections Sep 1, 2026
- Samsung patents satellite phone method for switching between signal types Sep 1, 2026
Summaries are simplified from the filing’s own abstract and first claim. A patent filing is not a product announcement.
Patent data and drawings: U.S. Patent and Trademark Office (USPTO). Nebula is not affiliated with or endorsed by the USPTO.