Title :
Parallel independent FFT implementation on intel processors and Xeon phi for LTE and OFDM systems
Author :
Mounir Khelifi;Daniel Massicotte;Yvon Savaria
Author_Institution :
Universit? du Qu?bec ? Trois-Rivi?res, Electrical and Computer Engineering Department, Trois-Rivi?res, Canada
Abstract :
Fast Fourier Transform (FFT) is a key element for wireless applications based on the OFDM (Orthogonal Frequency Division Multiplexing) and challenging for implementing on processor multi-cores/many-cores. As an example, the Long Term Evolution (LTE) protocol establishes a requirement for processing, whereby many independent FFTs must be calculated within a limited time slot. By using Intel Math Kernel Library (MKL), in our approach to Xeon phi, we managed to reduce the maximum execution time of many independent FFTs. We proposed an implementation on processors multi-cores/many-cores using OpenMP (Open Multi-processing) reducing the mean time latency to 124 μs on native mode after 1300 μs with the offload. This is a challenge for shared memory projects. This paper describes how this level of performance can be obtained with multi-core Intel i7, Xeon processors and a many-core Xeon Phi. The best results were obtained with the Xeon Phi, which outperformed the Xeon Sandy-Bridge.
Keywords :
"Instruction sets","Long Term Evolution","Coprocessors","OFDM","Physical layer","Libraries"
Conference_Titel :
Nordic Circuits and Systems Conference (NORCAS): NORCHIP & International Symposium on System-on-Chip (SoC), 2015
DOI :
10.1109/NORCHIP.2015.7364402