TY - CONF
T1 - Research on BP imaging algorithm parallelization using C6678 DSPs
AU - Zhao, Jiayun
AU - Yuan, Yuan
AU - Wang, Jinghua
AU - Jin, Ye
PY - 2015
Y1 - 2015
N2 - Compared to the traditional SAR imaging algorithm, Back Projection(BP) algorithm is an accurate point-by-point imaging radar algorithm based on time-domain, with simple principle and without any approximation error in the imaging process. However, because of intensive computation and low efficiency, it's a new challengetostorage to capacity, throughput and processing ability of DSPs, a single DSP is not enough to meet these demands. So a parallel implementation method of BP algorithm based on TMS320C6678 DSP is proposed in this paper.We put forward a large point FFT multi-core parallel processing method on 2/4/8 cores what is frequently used in BP algorithm, and a multi-core synchronization method based on distributed memory. Finally using the measured data, we verify the parallel method can greatly enhance the multi-core parallelism, and the real-time performance of BP algorithm has been significantly improved.
AB - Compared to the traditional SAR imaging algorithm, Back Projection(BP) algorithm is an accurate point-by-point imaging radar algorithm based on time-domain, with simple principle and without any approximation error in the imaging process. However, because of intensive computation and low efficiency, it's a new challengetostorage to capacity, throughput and processing ability of DSPs, a single DSP is not enough to meet these demands. So a parallel implementation method of BP algorithm based on TMS320C6678 DSP is proposed in this paper.We put forward a large point FFT multi-core parallel processing method on 2/4/8 cores what is frequently used in BP algorithm, and a multi-core synchronization method based on distributed memory. Finally using the measured data, we verify the parallel method can greatly enhance the multi-core parallelism, and the real-time performance of BP algorithm has been significantly improved.
KW - BP imaging algorithm
KW - Large point FFT
KW - Multi-core parallel processing
KW - Multi-core synchronization
UR - http://www.scopus.com/inward/record.url?scp=84973539429&partnerID=8YFLogxK
M3 - Paper
AN - SCOPUS:84973539429
T2 - IET International Radar Conference 2015
Y2 - 14 October 2015 through 16 October 2015
ER -