Samsung patents AI method for cleaner wireless signal reading
Samsung describes a way for devices to figure out how a wireless signal travels between them using a specific type of artificial intelligence. The system uses a neural network design called a mixture of experts to process a rough, noisy guess of the signal path to create a more accurate picture.
In the filing’s own words
A method includes receiving, by a first electronic device, a signal from a second electronic device over a channel. The method further includes preprocessing, by the first electronic device, the signal to generate a noisy channel estimate. The method additionally includes estimating, by the first electronic device, the channel based on the noisy channel estimate using a neural network having a mixture of experts (MoE) architecture and a router.
What exactly they claim (claim 1)
1. A method comprising: receiving, by a first electronic device, a signal from a second electronic device over a channel; preprocessing, by the first electronic device, the signal to generate a noisy channel estimate; and estimating, by the first electronic device, the channel based on the noisy channel estimate using a neural network having a mixture of experts (MoE) architecture and a router.
Facts
- Company
- Samsung (Samsung Electronics Co., Ltd.)
- Official title
- GENERALIZATION CAPABILITY FOR AI-BASED CHANNEL ESTIMATION VIA MIXTURE OF EXPERTS
- Publication number
- US20260291781A1
- Application number
- 19574060
- Filed
- Mar 20, 2026
- Published
- Sep 24, 2026
- Inventors
- 5
- Claims
- 20
Classified under
H04L 25/0254 Electricity & electronicsG06N 3/045 Physics & computingMore from Samsung in AI & software
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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.