Title:
METHODS AND SYSTEMS FOR NETWORK SELF-OPTIMIZATION USING DEEP LEARNING
Document Type and Number:
WIPO Patent Application WO/2018/149898
Kind Code:
A3
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.
Inventors:
KUCERA STEPAN (IE)
CLAUSSEN HOLGER (IE)
LYNCH DAVID (IE)
FAGAN DAVID (IE)
FENTON MICHAEL (IE)
O'NEILL MICHAEL (IE)
CLAUSSEN HOLGER (IE)
LYNCH DAVID (IE)
FAGAN DAVID (IE)
FENTON MICHAEL (IE)
O'NEILL MICHAEL (IE)
Application Number:
PCT/EP2018/053730
Publication Date:
December 13, 2018
Filing Date:
February 15, 2018
Export Citation:
Assignee:
ALCATEL LUCENT IRELAND LTD (IE)
International Classes:
H04W24/06; H04W24/02; H04W72/12
Domestic Patent References:
| WO2015187071A1 | 2015-12-10 |
Foreign References:
| US20140313908A1 | 2014-10-23 | |||
| EP2683192A1 | 2014-01-08 | |||
| US20150016387A1 | 2015-01-15 | |||
| US20120054131A1 | 2012-03-01 |
Attorney, Agent or Firm:
BERTHIER, Karine (FR)
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