Back to Search
Start Over
Fast Acquisition of Spread Spectrum Signals Using Multiple GPUs.
- Source :
-
IEEE Transactions on Aerospace & Electronic Systems . Dec2019, Vol. 55 Issue 6, p3117-3125. 9p. - Publication Year :
- 2019
-
Abstract
- Spread spectrum (SS) signal acquisition in satellite communication is a very computation intensive technique, which hinders the development of real-time spread spectrum signal acquisition. In this paper, in order to achieve real-time acquisition, we propose a multi-GPU based SS signal acquisition algorithm. First, sliding correlation, the computation kernel, is formulated and efficiently parallelized by CUDA. Second, a CUDA-enabled SS signal acquisition algorithm is implemented by adopting the CUDA-enabled sliding correlation. Third, a multi-GPU based algorithm is implemented by using multi-GPU programming. The performance is evaluated in a real SS telemetry system. Real-time acquisition is achieved in all cases by using a single K40 GPU. Furthermore, an average of 374.7 $\times$ speedup (max 473 $\times$) in 6 datasets is achieved when using four K40 GPUs. Good scalability is observed when varying the parameters. [ABSTRACT FROM AUTHOR]
Details
- Language :
- English
- ISSN :
- 00189251
- Volume :
- 55
- Issue :
- 6
- Database :
- Academic Search Index
- Journal :
- IEEE Transactions on Aerospace & Electronic Systems
- Publication Type :
- Academic Journal
- Accession number :
- 140253329
- Full Text :
- https://doi.org/10.1109/TAES.2019.2902695