Sigang Ryu, A. S. Assoa, Shota Konno, A. Raychowdhury
{"title":"一种65nm 60mW双环自适应数字波束形成器,具有优化的旁瓣抵消和片上DOA估计,适用于毫米波应用","authors":"Sigang Ryu, A. S. Assoa, Shota Konno, A. Raychowdhury","doi":"10.23919/VLSITechnologyandCir57934.2023.10185316","DOIUrl":null,"url":null,"abstract":"This paper demonstrates an mm-wave baseband digital beamformer that fully integrates an adaptive sidelobe canceller and on-chip direction of arrival (DOA) estimation. To achieve high energy-efficiency, the DOA estimation loop preemptively adjusts the weights of the phase rotators at the front of the SAR-ADCs, which enables the sidelobe cancellation loop to be implemented with a straightforward structure. For efficient ESPRIT DOA estimation, CORDIC-based QR-iteration is employed to solve eigenvalue decomposition, thus circumventing the need for complex matrix computation. The adaptive beamformer implemented in 65nm CMOS dissipates 60mW at 100MHz while occupying 0.64mm 2 on-chip area. The energy efficiency is 600(330) pJ/symbol with (without) DOA estimation.","PeriodicalId":317958,"journal":{"name":"2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)","volume":"25 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2023-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"A 65nm 60mW Dual-Loop Adaptive Digital Beamformer with Optimized Sidelobe Cancellation and On-Chip DOA Estimation for mm-Wave Applications\",\"authors\":\"Sigang Ryu, A. S. Assoa, Shota Konno, A. Raychowdhury\",\"doi\":\"10.23919/VLSITechnologyandCir57934.2023.10185316\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper demonstrates an mm-wave baseband digital beamformer that fully integrates an adaptive sidelobe canceller and on-chip direction of arrival (DOA) estimation. To achieve high energy-efficiency, the DOA estimation loop preemptively adjusts the weights of the phase rotators at the front of the SAR-ADCs, which enables the sidelobe cancellation loop to be implemented with a straightforward structure. For efficient ESPRIT DOA estimation, CORDIC-based QR-iteration is employed to solve eigenvalue decomposition, thus circumventing the need for complex matrix computation. The adaptive beamformer implemented in 65nm CMOS dissipates 60mW at 100MHz while occupying 0.64mm 2 on-chip area. The energy efficiency is 600(330) pJ/symbol with (without) DOA estimation.\",\"PeriodicalId\":317958,\"journal\":{\"name\":\"2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)\",\"volume\":\"25 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2023-06-11\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.23919/VLSITechnologyandCir57934.2023.10185316\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2023 IEEE Symposium on VLSI Technology and Circuits (VLSI Technology and Circuits)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.23919/VLSITechnologyandCir57934.2023.10185316","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
A 65nm 60mW Dual-Loop Adaptive Digital Beamformer with Optimized Sidelobe Cancellation and On-Chip DOA Estimation for mm-Wave Applications
This paper demonstrates an mm-wave baseband digital beamformer that fully integrates an adaptive sidelobe canceller and on-chip direction of arrival (DOA) estimation. To achieve high energy-efficiency, the DOA estimation loop preemptively adjusts the weights of the phase rotators at the front of the SAR-ADCs, which enables the sidelobe cancellation loop to be implemented with a straightforward structure. For efficient ESPRIT DOA estimation, CORDIC-based QR-iteration is employed to solve eigenvalue decomposition, thus circumventing the need for complex matrix computation. The adaptive beamformer implemented in 65nm CMOS dissipates 60mW at 100MHz while occupying 0.64mm 2 on-chip area. The energy efficiency is 600(330) pJ/symbol with (without) DOA estimation.