Radar Pulse on Pulse Identification Algorithm Hardware Acceleration Performance Analysis

被引:1
|
作者
Juliano, Jordan [1 ]
Lin, Jaron [1 ]
Erdogan, Alex [1 ]
George, Kiran [1 ]
机构
[1] Calif State Univ Fullerton, Comp Engn, Fullerton, CA 92634 USA
关键词
High-Level Synthesis; Field-Programmable Gate Array; Digital Signal Processing; SoC; Receivers; FPGA;
D O I
10.1109/CCWC51732.2021.9376000
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
The performance in radar receiver signal processing is a critical factor in identifying radar pulses. The use of field-programmable gate arrays (FPGA) in hardware acceleration provides multiple advantages in radar signal processing. High-level synthesis (HLS) tools enable systems developed in high-level languages, such as C, flexibility in conversion to a register-transfer level (RTL) design. A direct HLS translation for an FPGA target may not always improve performance, and analysis is compelling in systems where speed and performance are crucial. System on a Chip (SoC) FPGAs includes a processing system (PS) and programmable logic (PL) architectures on a single device. The performance between high-level language designs executed on the PS and HLS adaption implemented on the PL can be directly analyzed. This paper presents the performance comparisons of a Python and HLS versions of a previous work radar pulse on pulse identification algorithm implemented on an SoC FPGA.
引用
收藏
页码:423 / 425
页数:3
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