DocumentCode :
1690216
Title :
Combined use of graphics processing unit (GPU) and Central Processing Unit (CPU) for passive radar signal & data elaboration
Author :
Bernaschi, M. ; Lallo, A. Di ; Fulcoli, R. ; Gallo, Emanuele ; Timmoneri, L.
Author_Institution :
Nat. Res. Council of Italy, Rome, Italy
fYear :
2011
Firstpage :
315
Lastpage :
320
Abstract :
Modern passive mobile radar systems equipped with circular arrays, require to elaborate simultaneously and in real time a certain number of passive signals. The signals are corresponding to, as an example, eight element of the circular array and ten carrier frequencies for each element in FM band. Further data are acquired if the system is intended for deploying at the same time DAB and/or DVBT signals. This sizing implies that the processing architecture has to sustain the load corresponding to, at least, more than ten adaptive cancellers (in time or space or both), pulse compressors, detection logics and bistatic and Cartesian trackers. Some of those algorithms map pretty well on GPU, thus giving a sizeable advantage in computational power with respect to standard Central Processing Unit (CPU)-based devices. This paper contains a rationale for the selection of algorithms to be mapped on GPU, some rules followed for the mapping strategy and comparisons of computational time obtained with GPU and CPU-based devices operating on the same input data. A computational architecture is proposed that consists in a wise mixture of GPU and CPU devices that exploits, at their best, the available equipment.
Keywords :
FM radar; coprocessors; passive radar; radar computing; radar signal processing; CPU; Cartesian tracker; DAB; DVBT; FM band; GPU; adaptive cancellers; bistatic tracker; central processing unit-based device; circular arrays; data elaboration; detection logics; graphics processing unit; passive mobile radar system; passive radar signal; passive signal; processing architecture; pulse compressors; Array signal processing; Arrays; Central Processing Unit; Graphics processing unit; Instruction sets; Kernel;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Radar Symposium (IRS), 2011 Proceedings International
Conference_Location :
Leipzig
Print_ISBN :
978-1-4577-0138-2
Type :
conf
Filename :
6042153
Link To Document :
بازگشت