{"title":"用于系统设计机电式 Sigma-Delta 调制器的无近似约束架构","authors":"Xingyin Xiong;Zongwei Li;Kedu Han","doi":"10.1109/TCSI.2024.3443195","DOIUrl":null,"url":null,"abstract":"An electromechanical sigma-delta modulator (EMSDM) is a good choice for inertial sensors to achieve high performance. However, there are few systematic methodologies to design it, due to a lack of degrees-of-freedom for implementing an arbitrary noise transfer function (NTF) in many EMSDM architectures. Previous work presented an unconstrained architecture to systematically design the EMSDM, enabling arbitrary placement of NTF poles, but NTF zeros were still constrained. Yet, the placement of the NTF zeros significantly impacts on the EMSDM noise-shaping performance. This paper proposes a nearing-free constrained architecture to address this issue. Based on this architecture, a simplified systematic design methodology for the EMSDM is demonstrated by using a capacitive MEMS accelerometer as an example. Simulation and experimental results validate that the novel architecture EMSDM accelerometer exhibits superior noise performance compared to the previously proposed unconstrained architecture EMSDM accelerometer. Furthermore, the advantages and disadvantages of the novel architecture are discussed.","PeriodicalId":13039,"journal":{"name":"IEEE Transactions on Circuits and Systems I: Regular Papers","volume":"71 12","pages":"5648-5656"},"PeriodicalIF":5.2000,"publicationDate":"2024-08-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A Nearing-Free Constrained Architecture for Systematic Design of Electromechanical Sigma-Delta Modulator\",\"authors\":\"Xingyin Xiong;Zongwei Li;Kedu Han\",\"doi\":\"10.1109/TCSI.2024.3443195\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"An electromechanical sigma-delta modulator (EMSDM) is a good choice for inertial sensors to achieve high performance. However, there are few systematic methodologies to design it, due to a lack of degrees-of-freedom for implementing an arbitrary noise transfer function (NTF) in many EMSDM architectures. Previous work presented an unconstrained architecture to systematically design the EMSDM, enabling arbitrary placement of NTF poles, but NTF zeros were still constrained. Yet, the placement of the NTF zeros significantly impacts on the EMSDM noise-shaping performance. This paper proposes a nearing-free constrained architecture to address this issue. Based on this architecture, a simplified systematic design methodology for the EMSDM is demonstrated by using a capacitive MEMS accelerometer as an example. Simulation and experimental results validate that the novel architecture EMSDM accelerometer exhibits superior noise performance compared to the previously proposed unconstrained architecture EMSDM accelerometer. Furthermore, the advantages and disadvantages of the novel architecture are discussed.\",\"PeriodicalId\":13039,\"journal\":{\"name\":\"IEEE Transactions on Circuits and Systems I: Regular Papers\",\"volume\":\"71 12\",\"pages\":\"5648-5656\"},\"PeriodicalIF\":5.2000,\"publicationDate\":\"2024-08-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Circuits and Systems I: Regular Papers\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10638754/\",\"RegionNum\":1,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENGINEERING, ELECTRICAL & ELECTRONIC\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Circuits and Systems I: Regular Papers","FirstCategoryId":"5","ListUrlMain":"https://ieeexplore.ieee.org/document/10638754/","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENGINEERING, ELECTRICAL & ELECTRONIC","Score":null,"Total":0}
A Nearing-Free Constrained Architecture for Systematic Design of Electromechanical Sigma-Delta Modulator
An electromechanical sigma-delta modulator (EMSDM) is a good choice for inertial sensors to achieve high performance. However, there are few systematic methodologies to design it, due to a lack of degrees-of-freedom for implementing an arbitrary noise transfer function (NTF) in many EMSDM architectures. Previous work presented an unconstrained architecture to systematically design the EMSDM, enabling arbitrary placement of NTF poles, but NTF zeros were still constrained. Yet, the placement of the NTF zeros significantly impacts on the EMSDM noise-shaping performance. This paper proposes a nearing-free constrained architecture to address this issue. Based on this architecture, a simplified systematic design methodology for the EMSDM is demonstrated by using a capacitive MEMS accelerometer as an example. Simulation and experimental results validate that the novel architecture EMSDM accelerometer exhibits superior noise performance compared to the previously proposed unconstrained architecture EMSDM accelerometer. Furthermore, the advantages and disadvantages of the novel architecture are discussed.
期刊介绍:
TCAS I publishes regular papers in the field specified by the theory, analysis, design, and practical implementations of circuits, and the application of circuit techniques to systems and to signal processing. Included is the whole spectrum from basic scientific theory to industrial applications. The field of interest covered includes: - Circuits: Analog, Digital and Mixed Signal Circuits and Systems - Nonlinear Circuits and Systems, Integrated Sensors, MEMS and Systems on Chip, Nanoscale Circuits and Systems, Optoelectronic - Circuits and Systems, Power Electronics and Systems - Software for Analog-and-Logic Circuits and Systems - Control aspects of Circuits and Systems.