FPGA implementation of DTCWT architecture's high-speed DA structure for OFDM-based transceiver with CS

Anuapam Sindgi, U. B. Mahadevaswamy
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Abstract

Communication systems at millimeter-wave (mm-wave) frequencies with high propagation losses use radio frequency (RF) budget analysis. RF system gains and losses ensure the receiver can recover the broadcast signal. Modern communication systems use compressive sensing (CS) and discrete wavelet transform (DWT). Hardware implementation is hard. Fieldprogrammable gate arrays (FPGA) adaptability, configurability, and processing speed make them popular. More mm-wave transceivers use FPGAs and advanced signal processing. FPGA-based mm-wave transceivers use compressed sensing and dual-tree complex wavelet transform (DTCWT). RF budget analysis recovers receiver signals. Energy and data efficiency transceivers have baseband processors, transmitters, and receivers. RF-to-mm-wave transmitter. Receiver demodulation and baseband conversion. CS and DTCWT processing modules boost baseband signal processing 5 Gbps Xilinx virtex-6 FPGAs. The system retrieves the signal while conserving power, according to simulations and testing. This study found that FPGA-based mm-wave transceivers can use advanced signal processing in future high-speed communication systems.
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为带 CS 的基于 OFDM 的收发器实现 DTCWT 架构的高速 DA 结构的 FPGA
毫米波(mm-wave)频率下的通信系统具有较高的传播损耗,需要进行射频(RF)预算分析。射频系统增益和损耗可确保接收器能够恢复广播信号。现代通信系统使用压缩传感(CS)和离散小波变换(DWT)。硬件实现很难。现场可编程门阵列(FPGA)的适应性、可配置性和处理速度使其大受欢迎。越来越多的毫米波收发器使用 FPGA 和先进的信号处理技术。基于 FPGA 的毫米波收发器使用压缩传感和双树复小波变换 (DTCWT)。射频预算分析可恢复接收器信号。能源和数据效率收发器具有基带处理器、发射器和接收器。射频至毫米波发射机。接收器解调和基带转换。CS 和 DTCWT 处理模块提升了 5 Gbps Xilinx virtex-6 FPGA 的基带信号处理能力。根据模拟和测试结果,该系统在检索信号的同时还节省了功耗。这项研究发现,基于 FPGA 的毫米波收发器可在未来的高速通信系统中使用先进的信号处理技术。
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来源期刊
Bulletin of Electrical Engineering and Informatics
Bulletin of Electrical Engineering and Informatics Computer Science-Computer Science (miscellaneous)
CiteScore
3.60
自引率
0.00%
发文量
0
期刊介绍: Bulletin of Electrical Engineering and Informatics publishes original papers in the field of electrical, computer and informatics engineering which covers, but not limited to, the following scope: Computer Science, Computer Engineering and Informatics[...] Electronics[...] Electrical and Power Engineering[...] Telecommunication and Information Technology[...]Instrumentation and Control Engineering[...]
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