Sigang Ryu, A. S. Assoa, Shota Konno, A. Raychowdhury
{"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}
引用次数: 0
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.