US 12,356,364 B2
Artificial intelligence (AI) for communication networks
Ricardo Paredes Cabrera, Ottawa (CA)
Assigned to Telefonaktiebolaget LM Ericsson (Publ), Stockholm (SE)
Appl. No. 17/768,938
Filed by Telefonaktiebolaget LM Ericsson (publ), Stockholm (SE)
PCT Filed Oct. 16, 2019, PCT No. PCT/IB2019/058837
§ 371(c)(1), (2) Date Apr. 14, 2022,
PCT Pub. No. WO2021/074673, PCT Pub. Date Apr. 22, 2021.
Prior Publication US 2023/0140473 A1, May 4, 2023
Int. Cl. H04W 64/00 (2009.01); H04W 68/00 (2009.01); H04W 36/32 (2009.01)
CPC H04W 64/006 (2013.01) [H04W 68/00 (2013.01); H04W 36/322 (2023.05)] 16 Claims
OG exemplary drawing
 
1. A method implemented in a core network node, the method comprising:
collecting location information, the collected location information associated with movement of at least one user equipment within a network;
predicting, according to a prediction algorithm and based at least in part on the collected location information, a movement path of the at least one user equipment relative to the network, the prediction algorithm associating each of a plurality of different time windows with a different weight, the predicting according to the prediction algorithm comprising determining at least one probability based at least in part on a weighted current prediction probability value and a weighted historical probability prediction value; and
communicating an indication of the prediction.