• Title/Summary/Keyword: 1-fft

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Radix-2 16 Points FFT Algorithm Accelerator Implementation Using FPGA (FPGA를 사용한 radix-2 16 points FFT 알고리즘 가속기 구현)

  • Gyu Sup Lee;Seong-Min Cho;Seung-Hyun Seo
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.34 no.1
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    • pp.11-19
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    • 2024
  • The increased utilization of the FFT in signal processing, cryptography, and various other fields has highlighted the importance of optimization. In this paper, we propose the implementation of an accelerator that processes the radix-2 16 points FFT algorithm more rapidly and efficiently than FFT implementation of existing studies, using FPGA(Field Programmable Gate Array) hardware. Leveraging the hardware advantages of FPGA, such as parallel processing and pipelining, we design and implement the FFT logic in the PL (Programmable Logic) part using the Verilog language. We implement the FFT using only the Zynq processor in the PS (Processing System) part, and compare the computation times of the implementation in the PL and PS part. Additionally, we demonstrate the efficiency of our implementation in terms of computation time and resource usage, in comparison with related works.

Hybrid FFT processor design using Parallel PD adder circuit (병렬 PD가산회로를 이용한 Hybrid FFT 연산기 설계)

  • 김성대;최전균;안점영;송홍복
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2000.10a
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    • pp.499-503
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    • 2000
  • The use of Multiple-Valued FFT(Fast fourier Transform) is extended from binary to multiple-valued logic(MVL) circuits. A multiple-valued FFT circuit can be implemented using current-mode CMOS techniques, reducing the transitor, wires count between devices to half compared to that of a binary implementation. For adder processing in FFT, We give the number representation using such redundant digit sets are called redundant positive-digit number representation and a Redundant set uses the carry-propagation-free addition method. As the designed Multiple-valued FFT internally using PD(positive digit) adder with the digit set 0,1,2,3 has attractive features on speed, regularity of the structure and reduced complexities of active elements and interconnections. for the mutiplier processing, we give Multiple-valued LUT(Look up table)to facilitate simple mathmatical operations on the stored digits. Finally, Multiple-valued 8point FFT operation is used as an example in this paper to illuatrates how a multiple-valued FFT can be beneficial.

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Design of Low-complexity FFT Processor for Narrow-band Interference Signal Cancellation Based Array Antenna (배열 안테나 기반 협대역 간섭신호 제거를 위한 저면적 FFT 프로세서 설계 연구)

  • Yang, Gi-jung;Won, Hyun-Hee;Park, Sungyeol;Ahn, Byoung-Sun;Kang, Haeng-Ik
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2017.10a
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    • pp.621-622
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    • 2017
  • In this paper, a low-complexity FFT processor is proposed for narrow-band interference signal cancellation based array antenna. The proposed FFT pocessor can support the variable length of 64, 128 and 512. By reducing number of non-tirval multipliers with mixed radix-4/2/4/2/4/2 algorithm and flexible multi-path delay commutator(MDC) architecture, the complexity of the proposed FFT processor is dramatically decreased. The proposed FFT processor was designed in Xilinx system generator and Implemented with Xilinx Virtex-7 FPGA. With the proposed architecture, the number of slices for the processor is 11454, and the number of DSP48s is 194.

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Ameliolation of FFT (FFT의 개선)

  • 안지득;안지환;안수길
    • The Journal of the Acoustical Society of Korea
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    • v.1 no.1
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    • pp.60-64
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    • 1982
  • Redundancies in the computational procedure of the FFT by which the DFT is calculated are analized and a modified algorithm to reduce redundancies is proposed. An amended FFT fortran program adopting the proposed algorithm shows that the time necessary for DFT computation is decreased about one-tenth. The proposed method can be applied to the most of other transformation algorithms.

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Multiple-valued FFT processor design using current mode CMOS (전류 모드 CMOS를 이용한 다치 FFT 연산기 설계)

  • Song, Hong-Bok;Seo, Myung-Woong
    • Journal of the Korean Institute of Intelligent Systems
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    • v.12 no.2
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    • pp.135-143
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    • 2002
  • In this study, Multi-Values Logic processor was designed using the basic circuit of the electric current mode CMOS. First of all, binary FFT(Fast courier Transform) was extended and high-speed Multi-Valued Logic processor was constructed using a multi valued logic circuit. Compared with the existing two-valued FFT, the FFT operation can reduce the number of transistors significantly and show the simplicity of the circuit. Moreover, for the construction of amount was used inside the FFT circuit with the set of redundant numbers like {0, 1, 2, 3}. As a result, the defects in lines were reduced and it turned out to be effective in the aspect of normality an regularity when it was used designing VLSI(Very Large Scale Integration). To multiply FFT, the time and size of the operation was used toed as LUT(Lood Up Table).

Acceleration of FFT on a SIMD Processor (SIMD 구조를 갖는 프로세서에서 FFT 연산 가속화)

  • Lee, Juyeong;Hong, Yong-Guen;Lee, Hyunseok
    • Journal of the Institute of Electronics and Information Engineers
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    • v.52 no.2
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    • pp.97-105
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    • 2015
  • This paper discusses the implementation of Bruun's FFT on a SIMD processor. FFT is an algorithm used in digital signal processing area and its effective processing is important in the enhancement of signal processing performance. Bruun's FFT algorithm is one of fast Fourier transform algorithms based on recursive factorization. Compared to popular Cooley-Tukey algorithm, it is advantageous in computations because most of its operations are based on real number multiplications instead of complex ones. However it shows more complicated data alignment patterns and requires a larger memory for storing coefficient data in its implementation on a SIMD processor. According to our experiment result, in the processing of the FFT with 1024 complex input data on a SIMD processor, The Bruun's algorithm shows approximately 1.2 times higher throughput but uses approximately 4 times more memory (20 Kbyte) than the Cooley-Tukey algorithm. Therefore, in the case with loose constraints on silicon area, the Bruun's algorithm is proper for the processing of FFT on a SIMD processor.

Implementation of Precise Level Measurement Device using Zoom FFT (Zoom FFT를 이용한 정밀 레벨 측정 장치의 구현)

  • Ji, Suk-Joon;Lee, John-Tark
    • Journal of Advanced Marine Engineering and Technology
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    • v.36 no.4
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    • pp.504-511
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    • 2012
  • In this paper, level instrument is implemented using beat frequency for distance measurement which means the difference between Tx and Rx signal frequency from FMCW Radar Level Transmitter. Beat frequency is analyzed through Fast Fourier Transform of which frequency precision can be improved by applying Zoom FFT. Distance precision is improved from 146.5[mm] to 5[mm] using the advantage of Zoom FFT which can raise the frequency precision without changing the sampling frequency or FFT point number to be fixed in the beginning of designing signal processing. Also, measurement error can be reduced within 2[mm] by incresing the FFT points using the method of Spline interpolation. For verifying the effectiveness of this Zoom FFT to FMCW Radar Level Transmitter, test bench is made to measure the distance for every 1[mm] between 700[mm] and 2000[mm] and measurement error can be checked in the range of ${\pm}2$[mm].

Low-area FFT Processor Structure using $Radix-4^2$ Algorithm ($Radix-4^2$알고리즘을 사용한 저면적 FFT 프로세서 구조)

  • Kim, Han-Jin;Jang, Young-Beom
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.49 no.3
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    • pp.8-14
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    • 2012
  • In this paper, a low-area FFT structure using $Radix-4^2$ algorithm is proposed. The large point FFT structure consists of cascade connection of the many stages. In implementation of large point FFT using $Radix-4^2$ algorithm, stages which number of different coefficients are only 3 appear in every 2 stages. For example, in the 4096-point FFT, the stages that number of different coefficients are 3 appear in stage 1, 3, and 5 among 6 stages. Multiplication block area of these 3 stages can be reduced using CSD(Canonic Signed Digit) and common sub-expression sharing techniques. Using the proposed structure, the 256-point FFT is implemented with the Verilog-HDL coding and synthesized by $1.971mm^2$ cell area in tsmc $0.18{\mu}m$CMOS library. This result shows 23% cell area reduction compared with the conventional structure.

A Generator of 64~8,192-point FFT/IFFT Cores with Single-memory Architecture for OFDM-based Communication Systems (OFDM 기반 통신 시스템용 단일 메모리 구조의 64~8,192점 FFI/IFFFT 코어 생성기)

  • Yeem, Chang-Wan;Jeon, Heung-Woo;Shin, Kyung-Wook
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.14 no.1
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    • pp.205-212
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    • 2010
  • This paper describes a core generator (FCore_Gen) which generates Verilog-HDL models of 640 different FFT/IFFT cores with selected parameter value for OFDM-based communication systems. The generated FFT/IFFT cores are based on in-place single memory architecture and use a hybrid structure of radix-4 and radix-2 DIF algorithm to accommodate various FFT lengths. To achieve both memory reduction and the improved SQNR, a conditional scaling technique is adopted, which conditionally scales the intermediate results of each computational stage. The cores synthesized with a $0.35-{\mu}m$ CMOS standard cell library can operate with 75-MHz@3.3-V, and a 8,192-point FFT can be computed m $762.7-{\mu}s$, thus the cores satisfy the specifications of wireless LAN, DMB, and DVB systems.

Numerical Evaluation of The Rayleigh Integral Using the FFT Method for Transient Sound Radiation (FFT 방법을 이용한 음압복사에 대한 Rayleigh Integral 의 수치해석적 연구)

  • Jeon, Jae-Jin
    • The Journal of the Acoustical Society of Korea
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    • v.7 no.4
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    • pp.22-30
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    • 1988
  • In this paper, the sound radiation from a clamped circular plate in an infinite baffle is calculated by using the FFT technique. The radiated sound fields are obtained by two-dimensional fast Fourier transform method is the spatial domain instead of a direct numerical evaluation of Rayleigh integral for economy of the computation time. The computation time is consumed at least by 1/200 times of the direct numerical evaluation on the Rayleigh integral in acoustic fields. The FFT method can be applicable to any shaped geometry as well as circular plate. The FFT solution could be very powerful in predicting the near and far fields of complex structures.

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