Title :
A real-time SAR imaging system based on CPUGPU heterogeneous platform
Author :
Yewei Wu ; Jun Chen ; Hongqun Zhang
Author_Institution :
Center for Earth Obs. & Digital Earth, Beijing, China
Abstract :
With the features of exceptional computing power, low-cost, low power consumption characteristics, the CPU-GPU heterogeneous platform provides an alternative choice for high performance parallel computing. This paper introduces an efficient SAR imaging system design and implementation, which is based on such heterogeneous platform. Tested with Envisat ASAR raw data, the system meets the demands of real-time SAR processing. Furthermore, GPU-based imaging results in a 13 times speed up than multithreaded CPU implementation.
Keywords :
graphics processing units; parallel processing; radar computing; radar imaging; synthetic aperture radar; CPU-GPU heterogeneous platform; Envisat ASAR raw data; high performance parallel computing; real-time SAR imaging system; CPU-GPU heterogeneous parallel system; CUDA; SAR imaging;
Conference_Titel :
Signal Processing (ICSP), 2012 IEEE 11th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-2196-9
DOI :
10.1109/ICoSP.2012.6491524