DocumentCode
3680426
Title
Accelerated DSP functions on the CBE for the X-Midas Toolkit
Author
Joseph A. Jezak;Charles Berdanier;Steven P. Levitan;Donald M. Chiarulli
Author_Institution
Computer Engineering Graduate Program, University of Pittsburgh
fYear
2012
Firstpage
120
Lastpage
124
Abstract
We characterize the impact of the Cell Broadband Engine architecture, on commonly used radar DSP algorithms. We use the capabilities of the CBE to accelerate several key computational kernels including Matrix Multiplication, Matrix Inversion, and the Finite Impulse Response (FIR) filter. These algorithms are implemented and benchmarked as library routines within the X-Midas Toolkit. We observe speedups as large as 1200x for complex matrix multiplication, but speedups of 40x to 60x are more typical. We find that system I/O overhead within the X-Midas toolkit severely limited the performance of the applications.
Keywords
"Finite impulse response filters","Acceleration","Benchmark testing","Computer architecture","Pipelines","Optimization","Digital signal processing"
Publisher
ieee
Conference_Titel
Waveform Diversity & Design Conference (WDD), 2012 International
Type
conf
DOI
10.1109/WDD.2012.7311269
Filename
7311269
Link To Document