| CPC H04L 5/0058 (2013.01) [G06N 3/08 (2013.01); H04L 5/001 (2013.01); H04L 5/0098 (2013.01)] | 14 Claims |

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1. An apparatus comprising:
at least one processor; and
at least one memory storing instructions that, when executed by the at least one processor, cause the apparatus to perform at least the following:
obtaining first channel measurement data for a primary component carrier used for communications between a device and a network node of a mobile communication system;
providing the first channel measurement data as an input to an algorithm to obtain a first embedding output;
comparing the first embedding output with embedding outputs of a plurality of reference channel measurement data input to said algorithm to identify a closest reference channel measurement data to the first channel measurement data;
identifying a set of reference channel information associated with the identified closest reference channel measurement data, wherein the identified set of reference channel information comprises a carrier aggregation policy defining one or more secondary communication channels; and
setting a carrier aggregation policy for the primary component carrier for communications between the device and the network node of the mobile communication system in accordance with the carrier aggregation policy of the identified set of reference channel information, wherein the one or more secondary communication channels of the carrier aggregation policy of the identified set of reference channel information are arranged in an ordered list.
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