Power- and Area-Optimized High-Level Synthesis Implementation of a Digital Down Converter for Software-Defined Radio Applications
In digital signal processing, digital down converters (DDCs) convert digitized, band-limited signals to lower frequency signals at a smaller sampling rate to simplify subsequent filtering stages. Software-defined radio (SDR) is a radio communication system in which components that are traditionally...
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| Vydané v: | Circuits, systems, and signal processing Ročník 40; číslo 6; s. 2883 - 2894 |
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| Jazyk: | English |
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Springer US
01.06.2021
Springer Nature B.V |
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| ISSN: | 0278-081X, 1531-5878 |
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| Abstract | In digital signal processing, digital down converters (DDCs) convert digitized, band-limited signals to lower frequency signals at a smaller sampling rate to simplify subsequent filtering stages. Software-defined radio (SDR) is a radio communication system in which components that are traditionally implemented in hardware are implemented in software on an embedded system. DDCs are widely used in modern communication systems, such as SDRs. Herein, we propose a low-power- and area-optimized implementation of a DDC for SDR applications. The DDC was designed using an innovative and novel high-level synthesis (HLS) design method based on application-specific bit widths for data nodes. The results achieved after a field programmable gate array (FPGA) implementation are superior to those obtained from hand-coded register transfer level (RTL) implementations in terms of area and power efficiency, with almost the same speed of operation. Our results were obtained using the MATLAB hardware description language (HDL) coder for HLS and Xilinx Vivado (a software for the synthesis and analysis of HDL designs) for synthesis. The DDC down-converts an input of 200 MHz signal to an output of 2 MHz signal. This implementation was conducted on a real FPGA hardware (Xilinx Kintex-7) and verified against the design specifications using an FPGA in the loop feature of HDL Verifier and MATLAB. In addition, we propose a generic methodology for improving the area, speed, and power for different application designs and HLS tools. The proposed methodology is also applicable to hand-coded RTL designs for any application. |
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| AbstractList | In digital signal processing, digital down converters (DDCs) convert digitized, band-limited signals to lower frequency signals at a smaller sampling rate to simplify subsequent filtering stages. Software-defined radio (SDR) is a radio communication system in which components that are traditionally implemented in hardware are implemented in software on an embedded system. DDCs are widely used in modern communication systems, such as SDRs. Herein, we propose a low-power- and area-optimized implementation of a DDC for SDR applications. The DDC was designed using an innovative and novel high-level synthesis (HLS) design method based on application-specific bit widths for data nodes. The results achieved after a field programmable gate array (FPGA) implementation are superior to those obtained from hand-coded register transfer level (RTL) implementations in terms of area and power efficiency, with almost the same speed of operation. Our results were obtained using the MATLAB hardware description language (HDL) coder for HLS and Xilinx Vivado (a software for the synthesis and analysis of HDL designs) for synthesis. The DDC down-converts an input of 200 MHz signal to an output of 2 MHz signal. This implementation was conducted on a real FPGA hardware (Xilinx Kintex-7) and verified against the design specifications using an FPGA in the loop feature of HDL Verifier and MATLAB. In addition, we propose a generic methodology for improving the area, speed, and power for different application designs and HLS tools. The proposed methodology is also applicable to hand-coded RTL designs for any application. In digital signal processing, digital down converters (DDCs) convert digitized, band-limited signals to lower frequency signals at a smaller sampling rate to simplify subsequent filtering stages. Software-defined radio (SDR) is a radio communication system in which components that are traditionally implemented in hardware are implemented in software on an embedded system. DDCs are widely used in modern communication systems, such as SDRs. Herein, we propose a low-power- and area-optimized implementation of a DDC for SDR applications. The DDC was designed using an innovative and novel high-level synthesis (HLS) design method based on application-specific bit widths for data nodes. The results achieved after a field programmable gate array (FPGA) implementation are superior to those obtained from hand-coded register transfer level (RTL) implementations in terms of area and power efficiency, with almost the same speed of operation. Our results were obtained using the MATLAB hardware description language (HDL) coder for HLS and Xilinx Vivado (a software for the synthesis and analysis of HDL designs) for synthesis. The DDC down-converts an input of 200 MHz signal to an output of 2 MHz signal. This implementation was conducted on a real FPGA hardware (Xilinx Kintex-7) and verified against the design specifications using an FPGA in the loop feature of HDL Verifier and MATLAB. In addition, we propose a generic methodology for improving the area, speed, and power for different application designs and HLS tools. The proposed methodology is also applicable to hand-coded RTL designs for any application. |
| Author | Shekhar, Chandra Sikka, Prateek Asati, Abhijit R. |
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| Cites_doi | 10.1109/92.238438 10.5937/STR1604040O 10.1007/s00542-019-04579-w 10.1109/TCAD.2011.211059 10.1147/rd.391.0131 10.1109/EDAC.1991.206442 10.1109/54.679205 10.1109/TVLSI.2017.2748603 10.1109/LATINCOM.2017.8240153 |
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| References_xml | – volume: 1 start-page: 244 year: 1993 end-page: 253 ident: CR2 article-title: The Siemens high-level synthesis system CALLAS publication-title: IEEE Trans. Very Large Scale Integr. Syst. doi: 10.1109/92.238438 – volume: 66 start-page: 40 year: 2016 end-page: 46 ident: CR14 article-title: Practical implementation of digital down conversion for wideband direction finder on FPGA publication-title: Sci. Tech. Rev. doi: 10.5937/STR1604040O – year: 2019 ident: CR5 publication-title: FPGA implementation of high performance digital down converter for software defined radio doi: 10.1007/s00542-019-04579-w – ident: CR3 – volume: 30 start-page: 473 year: 2011 end-page: 491 ident: CR4 article-title: High-level synthesis for FPGAs: from prototyping to deployment publication-title: IEEE Trans. Comput. Aided Design doi: 10.1109/TCAD.2011.211059 – year: 1996 ident: CR6 publication-title: Behavioral synthesis: digital system design using the synopsys behavioral compiler – ident: CR15 – volume: 39 start-page: 131 year: 1995 end-page: 148 ident: CR1 article-title: High-level synthesis in an industrial environment publication-title: IBM J. Res. Develop. doi: 10.1147/rd.391.0131 – ident: CR16 – start-page: 436 year: 1991 end-page: 441 ident: CR8 article-title: PHIDEO: A silicon compiler for high speed algorithms publication-title: Proceedings of the conference on European design automation doi: 10.1109/EDAC.1991.206442 – ident: CR12 – ident: CR13 – ident: CR10 – ident: CR11 – volume: 15 start-page: 22 year: 1998 end-page: 33 ident: CR7 article-title: Matisse: an architectural design tool for commodity ICs publication-title: IEEE DesTest. Comput. doi: 10.1109/54.679205 – volume: 25 start-page: 3548 year: 2017 end-page: 3552 ident: CR9 article-title: Design and FPGA implementation of a reconfigurable digital down converter for wideband applications publication-title: IEEE Trans. VLSI. Syst. doi: 10.1109/TVLSI.2017.2748603 – volume: 30 start-page: 473 year: 2011 ident: 1601_CR4 publication-title: IEEE Trans. Comput. Aided Design doi: 10.1109/TCAD.2011.211059 – ident: 1601_CR13 – volume: 1 start-page: 244 year: 1993 ident: 1601_CR2 publication-title: IEEE Trans. Very Large Scale Integr. Syst. doi: 10.1109/92.238438 – ident: 1601_CR15 – ident: 1601_CR10 doi: 10.1109/LATINCOM.2017.8240153 – ident: 1601_CR11 – ident: 1601_CR16 – volume: 66 start-page: 40 year: 2016 ident: 1601_CR14 publication-title: Sci. Tech. Rev. doi: 10.5937/STR1604040O – ident: 1601_CR12 – volume-title: Behavioral synthesis: digital system design using the synopsys behavioral compiler year: 1996 ident: 1601_CR6 – volume: 15 start-page: 22 year: 1998 ident: 1601_CR7 publication-title: IEEE DesTest. Comput. doi: 10.1109/54.679205 – volume: 25 start-page: 3548 year: 2017 ident: 1601_CR9 publication-title: IEEE Trans. VLSI. Syst. doi: 10.1109/TVLSI.2017.2748603 – volume: 39 start-page: 131 year: 1995 ident: 1601_CR1 publication-title: IBM J. Res. Develop. doi: 10.1147/rd.391.0131 – start-page: 436 volume-title: Proceedings of the conference on European design automation year: 1991 ident: 1601_CR8 doi: 10.1109/EDAC.1991.206442 – volume-title: FPGA implementation of high performance digital down converter for software defined radio year: 2019 ident: 1601_CR5 doi: 10.1007/s00542-019-04579-w – ident: 1601_CR3 |
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