Title :
Effective implementation of passive radar algorithms using general-purpose computing on graphics processing units
Author :
Szczepankiewicz, Karolina ; Malanowski, Mateusz ; Szczepankiewicz, Michal
Author_Institution :
Inst. of Comput. Sci., Warsaw Univ. of Technol., Warsaw, Poland
Abstract :
The paper presents an effective implementation of passive radar algorithms which uses NVIDIA CUDA technology for parallel processing of DVB-T and FM signals. Algorithms were tested in the Passive Coherent Location system (passive radar) which utilizes commercial FM radio and DVB-T television transmitters as “illuminators of opportunity” to detect and track airborne targets. Radar taken into consideration was developed at the Warsaw University of Technology. High computing power is strongly needed in order to provide real-time radar data processing. The aim of this paper is to present a solution that provides sufficient performance to achieve real-time calculations.
Keywords :
graphics processing units; object detection; parallel architectures; radar signal processing; target tracking; Compute Unified Device Architecture; DVB-T signal processing; DVB-T television transmitters; FM radio transmitters; FM signal processing; NVIDIA CUDA technology; general-purpose computing; graphics processing units; parallel processing; passive coherent location system; passive radar algorithms; radar data processing; target detection; target tracking; Array signal processing; Digital video broadcasting; Frequency modulation; Graphics processing units; MATLAB; Passive radar;
Conference_Titel :
Signal Processing Symposium (SPSympo), 2015
Conference_Location :
Debe
DOI :
10.1109/SPS.2015.7168277