{"title":"实时数字 RF 仿真--第二部分:近记忆定制加速器","authors":"X. Mao;M. Mukherjee;N. Mizanur Rahman;C. DeLude;J. Driscoll;S. Sharma;P. Behnam;U. Kamal;J. Woo;D. Kim;S. Khan;J. Tong;J. Seo;P. Sinha;M. Swaminathan;T. Krishna;S. Pande;J. Romberg;S. Mukhopadhyay","doi":"10.1109/TRS.2024.3457523","DOIUrl":null,"url":null,"abstract":"A near memory hardware accelerator, based on a novel direct path computational model (DPCM), for real-time emulation of radio frequency (RF) systems is demonstrated. Our evaluation of hardware performance uses both application-specific integrated circuits (ASICs) and field programmable gate array (FPGA) methodologies: 1) the ASIC test-chip implementation, using Taiwan Semiconductor Manufacturing Company (TSMC) 28-nm CMOS, leverages distributed autonomous control to extract concurrence in compute as well as low latency. It achieves a 518 MHz per channel bandwidth in a prototype four-node system. The maximum emulation range supported in this paradigm is 9.5 km with \n<inline-formula> <tex-math>$0.24~\\mu $ </tex-math></inline-formula>\ns of per-sample emulation latency and 2) the FPGA-based implementation, evaluated on a Xilinx ZCU104 board, demonstrates a nine-node test case (two transmitters, one receiver, and six passive reflectors) with an emulation range of 1.13–27.3 km at 215-MHz bandwidth.","PeriodicalId":100645,"journal":{"name":"IEEE Transactions on Radar Systems","volume":"2 ","pages":"849-865"},"PeriodicalIF":0.0000,"publicationDate":"2024-09-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Real-Time Digital RF Emulation—Part II: A Near Memory Custom Accelerator\",\"authors\":\"X. Mao;M. Mukherjee;N. Mizanur Rahman;C. DeLude;J. Driscoll;S. Sharma;P. Behnam;U. Kamal;J. Woo;D. Kim;S. Khan;J. Tong;J. Seo;P. Sinha;M. Swaminathan;T. Krishna;S. Pande;J. Romberg;S. Mukhopadhyay\",\"doi\":\"10.1109/TRS.2024.3457523\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"A near memory hardware accelerator, based on a novel direct path computational model (DPCM), for real-time emulation of radio frequency (RF) systems is demonstrated. Our evaluation of hardware performance uses both application-specific integrated circuits (ASICs) and field programmable gate array (FPGA) methodologies: 1) the ASIC test-chip implementation, using Taiwan Semiconductor Manufacturing Company (TSMC) 28-nm CMOS, leverages distributed autonomous control to extract concurrence in compute as well as low latency. It achieves a 518 MHz per channel bandwidth in a prototype four-node system. The maximum emulation range supported in this paradigm is 9.5 km with \\n<inline-formula> <tex-math>$0.24~\\\\mu $ </tex-math></inline-formula>\\ns of per-sample emulation latency and 2) the FPGA-based implementation, evaluated on a Xilinx ZCU104 board, demonstrates a nine-node test case (two transmitters, one receiver, and six passive reflectors) with an emulation range of 1.13–27.3 km at 215-MHz bandwidth.\",\"PeriodicalId\":100645,\"journal\":{\"name\":\"IEEE Transactions on Radar Systems\",\"volume\":\"2 \",\"pages\":\"849-865\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-10\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"IEEE Transactions on Radar Systems\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://ieeexplore.ieee.org/document/10672547/\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE Transactions on Radar Systems","FirstCategoryId":"1085","ListUrlMain":"https://ieeexplore.ieee.org/document/10672547/","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Real-Time Digital RF Emulation—Part II: A Near Memory Custom Accelerator
A near memory hardware accelerator, based on a novel direct path computational model (DPCM), for real-time emulation of radio frequency (RF) systems is demonstrated. Our evaluation of hardware performance uses both application-specific integrated circuits (ASICs) and field programmable gate array (FPGA) methodologies: 1) the ASIC test-chip implementation, using Taiwan Semiconductor Manufacturing Company (TSMC) 28-nm CMOS, leverages distributed autonomous control to extract concurrence in compute as well as low latency. It achieves a 518 MHz per channel bandwidth in a prototype four-node system. The maximum emulation range supported in this paradigm is 9.5 km with
$0.24~\mu $
s of per-sample emulation latency and 2) the FPGA-based implementation, evaluated on a Xilinx ZCU104 board, demonstrates a nine-node test case (two transmitters, one receiver, and six passive reflectors) with an emulation range of 1.13–27.3 km at 215-MHz bandwidth.