• Title/Summary/Keyword: FPGA implementation

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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.

FPGA Implementation of SC-FDE Timing Synchronization Algorithm

  • Ji, Suyuan;Chen, Chao;Zhang, Yu
    • Journal of Information Processing Systems
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    • v.15 no.4
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    • pp.890-903
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    • 2019
  • The single carrier frequency domain equalization (SC-FDE) technology is an important part of the broadband wireless access communication system, which can effectively combat the frequency selective fading in the wireless channel. In SC-FDE communication system, the accuracy of timing synchronization directly affects the performance of the SC-FDE system. In this paper, on the basis of Schmidl timing synchronization algorithm a timing synchronization algorithm suitable for FPGA (field programmable gate array) implementation is proposed. In the FPGA implementation of the timing synchronization algorithm, the sliding window accumulation, quantization processing and amplitude reduction techniques are adopted to reduce the complexity in the implementation of FPGA. The simulation results show that the algorithm can effectively realize the timing synchronization function under the condition of reducing computational complexity and hardware overhead.

DCT Implementation on FPGA for HDTV Encoder (FPGA를 이용한 HDTV인코더를 위한 DCT회로의 구현)

  • 김우철;정규철;고광철;정재명
    • Proceedings of the IEEK Conference
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    • 2002.06d
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    • pp.235-238
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    • 2002
  • This paper presents a way of a novel FPGA implementation of DCT. It shows how to limit the required bits on each DCT processing step, instead of implementing high-cost 64-bit floating-point arithmetic of IEEE Std 754-1985 on FPGA. ID-DCT implementation has been done which operates at 30 frame per second with 1920${\times}$1080 resolution.

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Implementation of an FPGA-based Multi-Carrier PWM Techniques for Multilevel Inverter (FPGA기반 멀티레벨 인버터의 다중 반송신호 PWM 기법 구현)

  • Chun, Tae-Won;Lee, Hong-Hee;Kim, Heung-Geun;Nho, Eui-Cheol
    • The Transactions of the Korean Institute of Power Electronics
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    • v.15 no.4
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    • pp.288-295
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    • 2010
  • Multi-level inverters have drawn much of attention in recent years because it can meet the demand of high power applications and good power quality associated with reduced harmonic distortion. As the number of voltage level increases, field programmable gate arrays (FPGAs) are suitable for the implementation of multi-level modulation algorithm. This paper proposes the implementation method for generating PWM pulses at the three phase diode clamped five-level inverter using FPGA. The strategy for communicating stably the data of three-phase reference voltages between the DSP and FPGA is suggested. The techniques for generating PWM signals based on a multi-carrier modulation method are carried out through the experiments with 32-bit DSP and Cyclone-III FPGA.

A Study on the Mixed Mode of Gyros by FPGA Implementation (FPGA 구현을 통한 자이로의 혼합모드 연구)

  • Lho, Young-Hwan;Bang, Hyo-Chung
    • Journal of Institute of Control, Robotics and Systems
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    • v.8 no.1
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    • pp.54-59
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    • 2002
  • In the three-axis control of satellites by using on-board actuators, gyros are usually used to measure the attitude angles and angular rates. The gyros are operated by electronic parts and mechanical actuators. The digital components of the electronic parts consist of largely FPGA (Field Programmable Gate Array) as one of the methods for VLSI(Very Large Scale Integrated) circuit design, while the mechanical parts provide output signal directly by mechanical actuation of a spinning rotor. In this research, a mixed mode of gyro is implemented in FGA. In addition to the hardware implementation, the simulation study was conducted by using the SABER for the mixed mode simulator. Results for the practical implementation of the satellite ACS (Attitude Control System) interfaced with the data processing are also presented to validate the FPGA implementation.

FPGA-Based Hardware Accelerator for Feature Extraction in Automatic Speech Recognition

  • Choo, Chang;Chang, Young-Uk;Moon, Il-Young
    • Journal of information and communication convergence engineering
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    • v.13 no.3
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    • pp.145-151
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    • 2015
  • We describe in this paper a hardware-based improvement scheme of a real-time automatic speech recognition (ASR) system with respect to speed by designing a parallel feature extraction algorithm on a Field-Programmable Gate Array (FPGA). A computationally intensive block in the algorithm is identified implemented in hardware logic on the FPGA. One such block is mel-frequency cepstrum coefficient (MFCC) algorithm used for feature extraction process. We demonstrate that the FPGA platform may perform efficient feature extraction computation in the speech recognition system as compared to the generalpurpose CPU including the ARM processor. The Xilinx Zynq-7000 System on Chip (SoC) platform is used for the MFCC implementation. From this implementation described in this paper, we confirmed that the FPGA platform is approximately 500× faster than a sequential CPU implementation and 60× faster than a sequential ARM implementation. We thus verified that a parallelized and optimized MFCC architecture on the FPGA platform may significantly improve the execution time of an ASR system, compared to the CPU and ARM platforms.

Optimized DES Core Implementation for Commercial FPGA Cluster System (상용 FPGA 클러스터 시스템 기반의 최적화된 DES 코어 설계)

  • Jung, Eun-Gu;Park, Il-Hwan
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.21 no.2
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    • pp.131-138
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    • 2011
  • The previous FPGA cluster systems for a brute force search of DES keyspace have showed cost efficient performance, but the research on optimized implementation of the DES algorithm on a single FPGA has been insufficient. In this paper, the optimized DES implementation for a single FPGA of the commercial FPGA cluster system with 77 Xilinx Virtex5-LX50 FPGAs is proposed. Design space exploration using the number of pipeline stages in a DES core, the number of DES cores and the maximum clock frequency of a DES core is performed which leads to integrating 16 DES cores running at 333MHz. Also low power design is applied to reduce the loss of performance caused by limitation of power supply on each FPGA which results in fitting 8 DES cores running at 333MHz. When the proposed DES implementations would be used in the FPGA cluster system, it is estimated that the DES key would be found at most 2.03 days and 4.06 days respectively.

FPGA-DSP Based Implementation of Lane and Vehicle Detection (FPGA와 DSP를 이용한 실시간 차선 및 차량인식 시스템 구현)

  • Kim, Il-Ho;Kim, Gyeong-Hwan
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.36 no.12C
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    • pp.727-737
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    • 2011
  • This paper presents an implementation scheme of real-time lane and vehicle detection system with FPGA and DSP. In this type of implementation, defining the functionality of each device in efficient manner is of crucial importance. The FPGA is in charge of extracting features from input image sequences in reduced form, and the features are provided to the DSP so that tracking lanes and vehicles are performed based on them. In addition, a way of seamless interconnection between those devices is presented. The experimental results show that the system is able to process at least 15 frames per second for video image sequences with size of $640{\times}480$.

An FPGA implementation of phasor measurement algorithm for single-tone signal (단일 톤 신호의 페이저 측정기법 및 FPGA구현)

  • 안병선;김종윤;장태규
    • Proceedings of the IEEK Conference
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    • 2002.06d
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    • pp.171-174
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    • 2002
  • This paper presents an implementation method of phasor measurement device, which is based on the FPGA implementation of the sliding-DFT The design is verified by the timing simulation of its operation. The error effect of coefficient approximation and frequency deviation in the recursive implementation of the sliding-DFT is analytically derived and verified with the computer simulations.

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