Telefonaktiebolaget Lm Ericsson (publ)

Marios Daoutis

Lackis Eleftheriadis

Aneta Vulgarakis Feljan

Alexandros Nikou

Saurabh Singh

Athanasios Karapantelakis

Rafia Inam

Ioannis Fikouras

Leonid Mokrushin

Maxim Teslenko

Yifei Jin

Ajay Kattepur

Marin Orlic

Bin Sun

Xiaoyu Lan

Erik Sanders

Gaurav Dixit

Ahmet Cihat Baktir

Burak Demirel

Kristijonas Cyras

A computer-implemented method performed in a multi-agent system by a first network node is provided for transferring historical data from an operating agent to a second agent for an action controlling a performance of the multi-agent system. The method includes selecting at least one operating agent for transfer of historical data to the second agent. The historical data acquired from executions of an action by the at least one operating agent that at least partially fulfills an input parameter. The selecting is based on one or more criteria including (i) a performance of the at least one operating agent on the parameter or on a related parameter; (ii) an availability of the at least one operating agent; and (iii) an identity of an actuation target system for receipt of the action. The method further includes transferring the historical data to the second agent.

Historical data transfer to agent in a multi-agent system for an action controlling performance of the multi-agent system

A method of detecting a defect in a connecting member of a radio unit in a radio site includes applying an artificial radio traffic load to a first radio unit and at least a second radio unit, such that the radio traffic load experienced by the first and the second radio unit is at a same level, measuring power supplied to the first radio unit via a first connecting member and power supplied to the second radio unit via a second connecting member at an end of each connecting member terminating at a device configured to supply power to the radio units, and determining from the measured power and an expected nominal power loss of the first and the second connecting member if there is power loss in at least one of the first and the second connecting member indicating a defect.

Remote diagnostics of power cables supplying radio units in a radio site

A method performed by a control node for a radio access network. The control node may select an energy source from a plurality of energy sources connected to a base station based on selecting an energy rate of one of the energy sources correlated in time with a radio traffic power usage of the base station. The selection may be made from a plurality of energy rates for the plurality of energy rates correlated in time for each energy source with a radio traffic power usage of the base station. The selected energy rate may improve at least one operating parameter of the selected energy source. The control node may activate the selected energy source for use by the base station. A further method performed by a global control node may be provided.

Methods for selection of energy source based on energy rate correlated with radio traffic power usage and related apparatus

A computer implemented method performed by a node in a communications network for matching parameters in a target network configuration with corresponding key performance indicators, KPIs, in the communications network. The method comprises obtaining () a first set of connections between a first subset of the parameters and a first subset of the KPIs. The method further comprises representing () the parameters as a first knowledge graph, representing () the KPIs as a second knowledge graph, and using () a graph-based machine learning process on the first knowledge graph and the second knowledge graph to match a second parameter to a second KPI.

Methods and nodes for matching parameters with corresponding key performance indicators in a communications network

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Bromma, Sweden

Marios Daoutis