{"title":"FMCW雷达信号处理的低功率信号幅值FFT设计","authors":"O. Meteer, M. Bekooij","doi":"10.1145/3441110.3441145","DOIUrl":null,"url":null,"abstract":"Fully integrated CMOS frequency-modulated continuous-wave radar ICs are under development, in which computing FFTs cost a significant amount of energy. In this paper we introduce a power-efficient FFT solution which exploits that intermediate results of FFT computations typically have small amplitudes in FMCW radar systems. We propose using the sign-magnitude number representation combined with a custom, unsigned Booth multiplier that does not generate negative numbers internally, significantly decreasing switching activity. RTL power-simulation results show up to 46.45% less power usage with our sign-magnitude radix-2 FFT implementation compared to a two’s complement design, while only having a 6.67% lower maximum clock speed.","PeriodicalId":398729,"journal":{"name":"Workshop on Design and Architectures for Signal and Image Processing (14th edition)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-01-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Low-Power Sign-Magnitude FFT Design for FMCW Radar Signal Processing\",\"authors\":\"O. Meteer, M. Bekooij\",\"doi\":\"10.1145/3441110.3441145\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Fully integrated CMOS frequency-modulated continuous-wave radar ICs are under development, in which computing FFTs cost a significant amount of energy. In this paper we introduce a power-efficient FFT solution which exploits that intermediate results of FFT computations typically have small amplitudes in FMCW radar systems. We propose using the sign-magnitude number representation combined with a custom, unsigned Booth multiplier that does not generate negative numbers internally, significantly decreasing switching activity. RTL power-simulation results show up to 46.45% less power usage with our sign-magnitude radix-2 FFT implementation compared to a two’s complement design, while only having a 6.67% lower maximum clock speed.\",\"PeriodicalId\":398729,\"journal\":{\"name\":\"Workshop on Design and Architectures for Signal and Image Processing (14th edition)\",\"volume\":\"13 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-01-18\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Workshop on Design and Architectures for Signal and Image Processing (14th edition)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1145/3441110.3441145\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Workshop on Design and Architectures for Signal and Image Processing (14th edition)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/3441110.3441145","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Low-Power Sign-Magnitude FFT Design for FMCW Radar Signal Processing
Fully integrated CMOS frequency-modulated continuous-wave radar ICs are under development, in which computing FFTs cost a significant amount of energy. In this paper we introduce a power-efficient FFT solution which exploits that intermediate results of FFT computations typically have small amplitudes in FMCW radar systems. We propose using the sign-magnitude number representation combined with a custom, unsigned Booth multiplier that does not generate negative numbers internally, significantly decreasing switching activity. RTL power-simulation results show up to 46.45% less power usage with our sign-magnitude radix-2 FFT implementation compared to a two’s complement design, while only having a 6.67% lower maximum clock speed.