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Bayesian Optimization을 활용한 RF PLL의 IPN 특성 최적화 방안 연구
윤지섭(Ji-Sub Yoon),김정훈,황인철(In-Chul Hwang),박승영(Seungyoung Park) 대한전자공학회 2022 대한전자공학회 학술대회 Vol.2022 No.11
In this paper, we proposed the sub-optimal control of the IPN characteristics of RF PLLs using Bayesian optimization. Specifically, a GPIB interface using Python and a phase noise analyzer were used to acquire the measurement data of IPN from a DUT board. From the results, we observed that the number of measurements can be reduced by 95% while achieving 94.2% of the optimal performance.