{"title":"Design of SAR ADC with DAC for High-Performance Force Sensing Detector","authors":"W. Lai, Yen-Chang Chen","doi":"10.1109/ECICE50847.2020.9302000","DOIUrl":null,"url":null,"abstract":"This article introduces successive approximation register (SAR) analog to digital converter (ADC) for force sensor applications. The proposed paper is 24-bit SAR ADC that achieves exceptional quality while power dissipation of drop heavy in 24-bit SAR ADC. The proposed article uses method of machine learning with convolutional neural network post signal detection to calibration force sensor. The produced proposal of calibration is illustrated to be immune to the interference from the conditions and fulfills the exceptional resolution of SAR ADC on force experiments. Enhanced accuracy should obtain via the probability dependent estimation. All results of simulation depict enhanced accuracy even in a noisy circumstance.","PeriodicalId":130143,"journal":{"name":"2020 IEEE Eurasia Conference on IOT, Communication and Engineering (ECICE)","volume":"460 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2020-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2020 IEEE Eurasia Conference on IOT, Communication and Engineering (ECICE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ECICE50847.2020.9302000","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
This article introduces successive approximation register (SAR) analog to digital converter (ADC) for force sensor applications. The proposed paper is 24-bit SAR ADC that achieves exceptional quality while power dissipation of drop heavy in 24-bit SAR ADC. The proposed article uses method of machine learning with convolutional neural network post signal detection to calibration force sensor. The produced proposal of calibration is illustrated to be immune to the interference from the conditions and fulfills the exceptional resolution of SAR ADC on force experiments. Enhanced accuracy should obtain via the probability dependent estimation. All results of simulation depict enhanced accuracy even in a noisy circumstance.