Invention Grant
- Patent Title: Methods and systems for network self-optimization using deep learning
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Application No.: US16486430Application Date: 2018-02-15
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Publication No.: US11477666B2Publication Date: 2022-10-18
- Inventor: Stepan Kucera , Holger Claussen , David Lynch , David Fagan , Michael Fenton , Michael O'Neill
- Applicant: University College Dublin National University of Ireland, Dublin
- Applicant Address: IE Dublin
- Assignee: University College Dublin National University of Ireland, Dublin
- Current Assignee: University College Dublin National University of Ireland, Dublin
- Current Assignee Address: IE Dublin
- Agency: Workman Nydegger
- International Application: PCT/EP2018/053730 WO 20180215
- International Announcement: WO2018/149898 WO 20180823
- Main IPC: H04L12/26
- IPC: H04L12/26 ; H04W24/02 ; G06N3/02 ; H04W24/06 ; H04W28/02 ; H04W52/54 ; H04W72/04 ; H04W72/12
Abstract:
In one example embodiment, a method includes obtaining sets of input data and an objective, the sets of input data including values of wireless network communication parameters, generating sets of output data for the sets of input data in accordance with the objective, generating a mapping of the sets of input data to the sets of output data and training a network controller using the mapping.
Public/Granted literature
- US20200015101A1 Methods And Systems For Network Self-Optimization Using Deep Learning Public/Granted day:2020-01-09
Information query
