Title :
Accelerate GMSK demodulation using GPU
Author :
Xiaopeng, Gao ; Deping, Dong
Author_Institution :
State Key Lab. of Software Dev. Environ., Beihang Univ., Beijing, China
Abstract :
Gaussian Filtered Minimum Shift Keying(GMSK) is used extensively in radio communication field nowadays; as frequency of radio signals increases, traditional technology such as DSP and FPGA can´t satisfy the real-time requirement due to its complexity and compute-intensive. The development of modern GPU makes this possible. In this paper, a Gaussian Filtered Minimum Shift Keying (GMSK) demodulation was implemented using CUDA on GPU. Since the demodulation process was largely executed on the GPU, the method can take full advantage of massive computational power of modern graphics hardware. The experiment results show that our GPU based GMSK implementation can gain nearly 20× speedups compared with the serial algorithm.
Keywords :
computer graphic equipment; coprocessors; minimum shift keying; radio networks; GMSK demodulation; GPU; Gaussian filtered minimum shift keying; radio communication field; Acceleration; Computational modeling; Demodulation; Educational institutions; Finite impulse response filter; Graphics processing unit; CUDA; GMSK; GPU; acceleration; signal demodulation;
Conference_Titel :
System Science, Engineering Design and Manufacturing Informatization (ICSEM), 2011 International Conference on
Conference_Location :
Guiyang
Print_ISBN :
978-1-4577-0247-1
DOI :
10.1109/ICSSEM.2011.6081301