Patent ID: 11871251
Assignee: COMMISSARIAT A L'ENERGIE ATOMIQUE ET AUX ENERGIES ALTERNATIVES
Field: Digital communication (Electrical engineering)
Classification: CPC H  G | IPC G  H

Claim 4:
5. The method for associating user equipment with base stations of a network according to claim 4, wherein the global observation vector is projected into a reference space by means of an attention mechanism calculating for each contribution of a user ui∈Vj to the global observation vector, a key vector, ki a query vector, qi, and a value vector, vi, the method further comprising calculating for each user ui∈Vj, an attention score αi,j between the user and the user uj, from a scalar product of the query vector of ui and of the key vector of uj, the projected global observation vector being obtained as a linear combination of the respective value vectors, vi, of the user equipment ui∈Vj weighted with corresponding attention scores, αi,j, the projection of the local and global observation vectors, the combination as well as the obtaining of the probabilities of association πw,j(a|s) with the various base stations of the network being performed by means of an artificial neural network initially configured from the instance of the meta model.