VLSI Architecture for Novel Hopping Discrete Fourier Transform Computation

被引:10
作者
Juang, Wen-Ho [1 ]
Lai, Shin-Chi [2 ]
Luo, Ching-Hsing [1 ]
Lee, Shuenn-Yuh [1 ]
机构
[1] Natl Cheng Kung Univ, Dept Elect Engn, Tainan 70101, Taiwan
[2] Nanhua Univ, Dept Comp Sci & Informat Engn, Dalin Township 62249, Chiayi, Taiwan
关键词
Hopping discrete Fourier transform (HDFT); sliding discrete Fourier transform (SDFT); recursive discrete Fourier transform (RDFT); recursive DFT-based UVT; SLIDING DFT; RECURSIVE DFT; IDFT ALGORITHMS; LOW-COMPLEXITY; DESIGN; POWER;
D O I
10.1109/ACCESS.2018.2833623
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The hopping discrete Fourier transform (HDFT) is a new method applied for time-frequency spectral analysis of time-varying signals. In the implementation of HDFT algorithms, the updating vector transform (UVT) plays a key role, and therefore a novel recursive DFT-based UVT formula is introduced in the proposed design for a HDFT algorithm and its architecture. The perceived advantages can be summarized as: 1) the proposed algorithm reduces the number of multiplications, additions, and coefficients by 42.3%, 33.3%, and 50%, respectively, compared with Park's method under the settings of an M-sample complex input sequence (M = 256), and an N-point recursive DFT computation scheme (N = 64) for time hop L (L = 4); 2) by adopting the hardware-sharing scheme and the register-shifting concept, the proposed design only takes nine multipliers and 12 adders for realization. The proposed hardware accelerator can be implemented using a field-programmable gate array, which can operate at 48.33 MHz clock rate. The resource utilization of combinational logic lookup tables (LUTs) and digital signal processing (DSP) blocks reduced by 11.7% and 42.5% compared with Juang et al.'s work. For very-large-scale integration realizations, the proposed design would be more powerful than other existing algorithms in future applications focusing on DSP, filtering, and communications.
引用
收藏
页码:30491 / 30500
页数:10
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