Granted Patent B2

US 12,587,250 · App. 18/482,986 · Granted Mar 24, 2026

Inventors: Fahad Syed Muhammad (Orsay, FR); Pavan Koteshwar Srinath (Orsay, FR); Afef Feki (Sceaux, FR)

Assignee: NOKIA SOLUTIONS AND NETWORKS OY

H04B7/0626H04B7/0639

Abstract

Claims (33)

1 . A method, comprising:

receiving from a user equipment, UE, supporting Carrier Aggregation, CA, Channel State Information, CSI, reports for a Primary Component Carrier, PCC, for one or more previous time slots and for a current time slot;

receiving, from the UE, CSI reports for a Secondary Component Carrier, SCC, wherein the CSI reports include at least one CSI report for a previous time slot, wherein each CSI report from the UE includes a value of at least one channel state indicator reported by the UE; and

predicting a value of the channel state indicator for the SCC for the current time slot, wherein the value is predicted on the basis of one or more values of the channel state indicator reported by the UE for the PCC for the one or more previous time slots and for the current time slot and at least one value of the channel state indicator reported by the UE for the SCC for the previous time slot.

2 . The method of claim 1 , comprising:

configuring the UE with a SCC CSI reporting frequency, wherein the CSI reports for the SCC are received at the configured CSI reporting frequency, and wherein the received CSI reports include a CSI report for a current time slot;

adjusting the SCC CSI reporting frequency based upon a comparison of the value of the channel state indicator reported for the SCC for the current time slot and the predicted value of the channel state indicator for the SCC for the current time slot; and

configuring the UE with the adjusted SCC CSI reporting frequency.

3 . The method of claim 2 , wherein adjusting the SCC CSI reporting frequency includes:

computing a difference between the value of the channel state indicator received for the SCC for the current time slot and the predicted value of the channel state indicator for the SCC for the current time slot;

increasing the SCC CSI reporting frequency when the difference in absolute value is above a first threshold; and

decreasing the SCC CSI reporting frequency or leaving the SCC CSI reporting frequency unamended when the difference in absolute value is below the first threshold.

4 . The method of claim 3 , wherein when the SCC CSI reporting frequency is increased, the current frequency is increased until the SCC CSI reporting frequency reaches a PCC CSI reporting frequency configured for reporting CSI for the PCC.

5 . The method according to claim 2 , wherein adjusting the SCC CSI reporting frequency includes:

adjusting an integer ratio between the PCC CSI reporting frequency configured for reporting CSI for the PCC and the SCC CSI reporting frequency; and

computing the SCC CSI reporting frequency based on the integer ratio and the PCC CSI reporting frequency.

6 . The method of claim 5 , wherein the integer ratio is adjusted between a minimum value and a maximum value.

7 . The method according to claim 1 , wherein the channel state indicator comprises one of a Channel Quality Channel state indicator, a Precoding Matrix Channel state indicator and a Rank Channel state indicator.

8 . The method according to claim 1 , wherein predicting the value of the channel state indicator is performed using a trained machine learning, ML, based prediction model.

9 . The method according to claim 8 , wherein the trained ML-based prediction model comprises a model trained for a given SCC.

10 . The method according to claim 8 , wherein the trained ML-based prediction model comprises a model trained per frequency band covering one or more SCCs.

11 . The method according to claim 8 , wherein the trained ML-based prediction model comprises a model trained for several SCCs.

12 . The method according to claim 8 , wherein the trained ML-based prediction model includes at least one recurrent neural network.

13 . A non-transitory computer-readable medium comprising program instructions stored thereon for causing an apparatus to perform a method comprising:

receiving from a user equipment, UE, supporting Carrier Aggregation, CA, Channel State Information, CSI, reports for a Primary Component Carrier, PCC, for one or more previous time slots and for a current time slot;

receiving, from the UE, CSI reports for a Secondary Component Carrier, SCC, wherein the CSI reports include at least one CSI report for a previous time slot, wherein each CSI report from the UE includes a value of at least one channel state indicator reported by the UE;

predicting a value of the channel state indicator for the SCC for the current time slot, wherein the value is predicted based upon one or more values of the channel state indicator reported by the UE for the PCC for the one or more previous time slots and for the current time slot and at least one value of the channel state indicator reported by the UE for the SCC for the previous time slot.

14 . An apparatus comprising:

at least one processor;

at least one memory storing instructions that, when executed by the at least one processor, cause the apparatus to perform:

receiving from a user equipment, UE, supporting Carrier Aggregation, CA, Channel State Information, CSI, reports for a Primary Component Carrier, PCC, for one or more previous time slots and for a current time slot;

receiving, from the UE, CSI reports for a Secondary Component Carrier, SCC, wherein the CSI reports include at least one CSI report for a previous time slot, wherein each CSI report from the UE includes a value of at least one channel state indicator reported by the UE;

predicting a value of the channel state indicator for the SCC for the current time slot, wherein the value is predicted based upon one or more values of the channel state indicator reported by the UE for the PCC for the one or more previous time slots and for the current time slot and at least one value of the channel state indicator reported by the UE for the SCC for the previous time slot.

Assignments (2)

Priority Claims (1)

Continuity (1)

References Cited (19)