公开(公告)号：US20250008403A1

公开(公告)日：2025-01-02

申请号：US18345549

申请日：2023-06-30

Applicant: Samsung Electronics Co., Ltd.

Inventor： Yong Ren ,  Xiaochuan Ma ,  Han Wang ,  Yan Xin ,  Jianzhong Zhang

IPC: H04W36/22

Abstract: A method includes generating relationship information representing spatial relationships between network elements in a wireless communication network. The method also includes dividing the relationship information into multiple communities of network elements, wherein network elements within each community have a higher correlation than network elements in different communities. The method also includes identifying, for a target network element, one or more community level key network elements and one or more local key network elements in the relationship information. The method also includes predicting traffic at the target network element using a temporal-spatial algorithm, wherein the temporal-spatial algorithm predicts the traffic based on temporal features derived from historical data and spatial features derived from the one or more community level key network elements and the one or more local key network elements.

公开(公告)号：US20250071508A1

公开(公告)日：2025-02-27

申请号：US18614620

申请日：2024-03-22

Applicant: Samsung Electronics Co., Ltd.

Inventor： Daoud Burghal ,  Hao Chen ,  Han Wang ,  Samuel Albert ,  Xiaochuan Ma ,  Yan Xin ,  Russell Ford ,  Yong Ren

IPC: H04W4/021

Abstract: An electronic device includes a transceiver configured to receive information related to an action request or rule. The electronic device further includes a processor operatively coupled to the transceiver. The processor is configured to determine that the action is location based, and identify a zone within which the electronic device is located. The identification of the zone is based on at least one of a first reception by the transceiver of at least one signal indicative of a location of the electronic device, and a second reception by the transceiver of at least one response to a transmission of a signal indicative of a location of the electronic device. The processor is further configured to trigger an action based on the action request or rule and the identified zone.

公开(公告)号：US20240348507A1

公开(公告)日：2024-10-17

申请号：US18544201

申请日：2023-12-18

Applicant: Samsung Electronics Co., Ltd.

Inventor： Han Wang ,  Yan Xin ,  Yong Ren ,  Jianzhong Zhang

IPC: H04L41/142

CPC classification number: H04L41/142

Abstract: A method includes generating multiple embedded features representing operational data of network elements in a wireless communication network. The method also includes generating a relationship graph based on the embedded features, the relationship graph representing behavior of the network elements in the wireless communication network. The method also includes detecting one or more anomalies in the wireless communication network using the relationship graph, the one or more anomalies identifying one or more deviations of one or more of the network elements from an expected behavior of the one or more network elements. The method also includes generating network analytics based on the one or more detected anomalies.