Inventor · name-matched record
ASHRAF MUHAMMAD IKRAM
3 granted patents·2 pending applications·1 citations·filing 2022–2023
45Inventor score
Files withNOKIA TECHNOLOGIES OY5
This identity is grouped by exact name match (no disambiguated inventor record was available for these filings) — it may combine same-named inventors.
Top patents by PatentIndex Score
5 records- 0186US12526765B2Machine learning model validation for UE positioning based on reference device information for wireless networksNOKIA TECHNOLOGIES OY·Filed 2023·Granted Jan 13, 2026·1 cites·20 claims
- 0260US2026019180A1On-demand labelling for channel classification trainingNOKIA TECHNOLOGIES OY·Filed 2022·Application pending·0 cites
- 0356US12574890B2Method and apparatus for positioning using sidelink informationNOKIA TECHNOLOGIES OY·Filed 2023·Granted Mar 10, 2026·0 cites·20 claims
- 0451US2026012399A1Data augmentation for machine learning training in positioningNOKIA TECHNOLOGIES OY·Filed 2022·Application pending·0 cites
- 0548US12593293B2Methods and apparatuses for receiver (Rx)—transmitter (Tx) round trip time estimationNOKIA TECHNOLOGIES OY·Filed 2022·Granted Mar 31, 2026·0 cites·3 claims
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Identity basis: exact name match across USPTO filings. How scoring works →