Title :
An Approach to FPGA-based Time-Frequency Spectrogram by Real-Time Sweep Spectral Extraction Algorithm
Author :
Min-Chuan Lin ; Guo-Ruey Tsai ; Tsao-Kai Chang ; Shi-Sheng Chu
Author_Institution :
Dept. of Electron. Eng., Kun-Shan Univ., Yungkang
Abstract :
We have proposed an approach to build up an FPGA-based time-frequency spectrogram for time-varying signal. Instead of short time FFT algorithm, we have adopted real-time sweep spectral extraction algorithm to reduce large memory usage. By fixing the sweep frequency range of local oscillator and the center frequency of finite impulse response (FIR) filter, we can obtain more effective usage of FPGA hardware resource and stable spectrum analysis performance. The time-frequency scaling algorithm has been used to guarantee the measurement of wide frequency range (sub-Hz to MHz) for arbitrary input time-varying signal. The high speed FPGA performance enables us to build up a three dimension time-frequency spectrogram for audio signal by accumulating the spectral data against the evolution time.
Keywords :
FIR filters; audio signal processing; field programmable gate arrays; spectral analysis; time-frequency analysis; FIR filter; FPGA; audio signal; finite impulse response filter; real-time sweep spectral extraction algorithm; stable spectrum analysis performance; time-frequency scaling algorithm; time-frequency spectrogram; time-varying signal; Algorithm design and analysis; Field programmable gate arrays; Finite impulse response filter; Hardware; Instruments; Signal analysis; Signal processing algorithms; Spectral analysis; Spectrogram; Time frequency analysis; Direct Digital Synthesis (DDS); FIR Filters; Field Programmable Gate Array (FPGA); Spectrum Analysis; Time-Frequency Scaling;
Conference_Titel :
TENCON 2005 2005 IEEE Region 10
Conference_Location :
Melbourne, Qld.
Print_ISBN :
0-7803-9311-2
Electronic_ISBN :
0-7803-9312-0
DOI :
10.1109/TENCON.2005.301298