Matrix formulations & GPU acceleration for high-speed digital link simulations

Abstract

Investigations on how to speed up channel simulation by using various approaches. A novel multidimensional matrix based convolution approach using FFTs is proposed versus iterative for loops or single dimension serial convolutions. Experiments conducted showed that speedups achieved with GPUs can be three times as fast as CPUs including data transfer overhead.