Title :
Design and performance evaluation of a digital wideband receiver on a hybrid computing platform
Author :
George, Kiran ; Chen, Chien-In Henry
Author_Institution :
Comput. Eng. Program, California State Univ., Fullerton, CA, USA
Abstract :
Design and implementation of a modern radar receiver that is capable of rapidly searching a large frequency range with maximum sensitivity in real time presents a challenge. Such a receiver not only has stringent operational requirements like high instantaneous dynamic range (IDR), multiple signal detection capability, wider bandwidth and also high frequency resolution. Currently, operating speeds of digital processors are not on par with state-of-the-art ADCs. To overcome this impediment, researchers are exploring methods of offloading the computational intensive tasks to specialized hardware accelerators. A 3 giga-sample-per-second (GSPS) wideband digital receiver system implemented on a unique hybrid computing platform, which is composed of two Tesla C2050 GPUs and a Xilinx Virtex-5 FPGA, is presented. Drastically improving its performance over its predecessors, the proposed receiver system detects five simultaneous signals in 1.25 GHz bandwidth (125-1375 MHz) with a maximum IDR of 42.5 dB and a frequency resolution of 0.5 MHz. The proposed receiver architecture performs a high-resolution spectral estimation and employs a hardware efficient platform for detecting multiple signals before the next set of buffered data arrives for processing.
Keywords :
analogue-digital conversion; computer graphic equipment; coprocessors; field programmable gate arrays; performance evaluation; radar computing; radar receivers; signal detection; ADC; IDR; Tesla C2050 GPU; Xilinx Virtex-5 FPGA; bandwidth 1.25 GHz; digital processors; frequency 0.5 MHz; frequency 125 MHz to 1375 MHz; giga-sample-per-second wideband digital receiver system; high instantaneous dynamic range; high-resolution spectral estimation; hybrid computing platform; multiple signal detection; performance evaluation; radar receiver; Field programmable gate arrays; Graphics processing unit; Receivers; Signal detection; Signal resolution; Wideband; Digital receivers; FPGA; Kaiser Window; compensation; fast Fourier transform (FFT); graphic processor unit (GPU); instantaneous dynamic range (IDR); multiple signal detection; super-resolution;
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2011 IEEE
Conference_Location :
Binjiang
Print_ISBN :
978-1-4244-7933-7
DOI :
10.1109/IMTC.2011.5944332