Samsung Electronics - ML Wide Beam Optimization in Cellular Network
Summary
The European Patent Office published Samsung Electronics Co., Ltd.'s patent application EP3788814A1 for machine learning based wide beam optimization in cellular networks. The patent covers neural network-based methods (G06N family) for optimizing antenna beam patterns in wireless communications (H04W). Designated states include AT, BE, DE, FR, GB, IT, NL, ES, and 23 other EPC contracting states.
What changed
The EPO published Samsung's patent application EP3788814A1 covering machine learning methods for optimizing wide beam patterns in cellular networks. The invention utilizes neural network approaches (G06N 3/02, 3/04, 3/08, 3/12) combined with wireless communication parameters (H04W 16/28, H04B 7/06) to improve beamforming in mobile networks.
For technology companies, telecommunications firms, and network equipment manufacturers operating in EPC contracting states, this patent establishes intellectual property rights that may affect R&D directions in beamforming and ML-optimized wireless systems. Companies developing similar ML-based beam optimization technologies should conduct freedom-to-operate analyses in designated states including DE, FR, GB, IT, ES, NL, and others.
Archived snapshot
Apr 17, 2026GovPing captured this document from the original source. If the source has since changed or been removed, this is the text as it existed at that time.
METHOD AND APPARATUS FOR MACHINE LEARNING BASED WIDE BEAM OPTIMIZATION IN CELLULAR NETWORK
Publication EP3788814A1 Kind: A1 Apr 08, 2026
Applicants
Samsung Electronics Co., Ltd.
Inventors
CHEN, Hao, ZHANG, Jianzhong, SHAFIN, Rubayet, NAM, Younghan
IPC Classifications
H04W 16/28 20090101AFI20210902BHEP H04W 24/10 20090101ALI20210902BHEP H04W 24/02 20090101ALI20210902BHEP H04W 72/04 20090101ALI20210902BHEP G06N 3/02 20060101ALI20210902BHEP G06N 20/00 20190101ALI20210902BHEP H04B 7/06 20060101ALI20210902BHEP G06N 3/00 20060101ALI20210902BHEP G06N 3/04 20060101ALI20210902BHEP G06N 3/08 20060101ALI20210902BHEP G06N 3/12 20060101ALI20210902BHEP H04B 17/318 20150101ALI20210902BHEP H04B 17/336 20150101ALI20210902BHEP
Designated States
AL, AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LI, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, TR
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