• 제목/요약/키워드: DSP(FPGA)

검색결과 178건 처리시간 0.024초

Implementation and Experiment of Neural Network Controllers for Intelligent Control System Education

  • Lee, Geun-Hyeong;Noh, Jin-Seok;Jung, Seul
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • 제7권4호
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    • pp.267-273
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    • 2007
  • This paper presents the implementation of an educational kit for intelligent system control education. Neural network control algorithms are presented and control hardware is embedded to control the inverted pendulum system. The RBF network and the MLP network are implemented and embedded on the DSP 2812 chip and other necessary functions are embedded on an FPGA chip. Experimental studies are conducted to compare performances of two neural control methods. The intelligent control educational kit(ICEK) is implemented with the inverted pendulum system whose movements of the cart is limited by space. Experimental results show that the neural controllers can manage to control both the angle and the position of the inverted pendulum systems within a limited distance. Performances of the RCT and the FEL control method are compared as well.

The FPGA Implementation of Wavelet Transform Chip using Daubechies′4 Tap Filter for DSP Application

  • Jeong, Chang-Soo;Kim, Nam-Young
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 1999년도 추계종합학술대회 논문집
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    • pp.376-379
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    • 1999
  • The wavelet transform chip is implemented with Daubechies' 4 tap filter. It works at 20MHz in Field Programmable Gate array (FPGA) implementation of Quadrature Mirror Filter(QMF) Lattice Structure. In this paper, the structure contains taro-channel quadrature mirror filter, data format converter(DFC), delay control unit(DCU), and three 20$\times$8 bits real multiplier. The structures for the DFC and DCU need to he regular and scalable, require minimum number of regular, and thereby lead to an efficient and scalable architecture for the Discrete Wavelet Transform(DWT). These results present the possibility that it can be used in Digital Signal Processing(DSP) application faster than Fourier transform at small area with lour cost.

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ASIC을 이용한 유도전동기 구동용 SVPWM 시스템 (SVPWM System for Induction Motor Drive Using ASIC)

  • 임태윤;김동희;김종무;김중기;김민회
    • 한국산업융합학회 논문집
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    • 제2권2호
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    • pp.103-108
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    • 1999
  • The paper describes a implementation of space vector pulse-width modulation voltage source inverter and interfacing of DSP using field programmable gate array(FPGA) for a induction motor vector control system. The implemented chip is included logic circuits for SVPWM, dead time compensation and speed detection using Quick Logic, QLl6X24B. The maximum operating frequency and delay time can be set to 110MHz and 6 nsec. The designed Application Specific Integrated Circuit(ASIC) for SVPWM can be incorporated with a digital signal processing to provide a simple and effective solution for high performance induction motor drives with a voltage source inverter. Simulation and implementation results are shown to verify the usefulness of ASIC in a motor drive system and power electronics applications.

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Implementation of BOC Signal Acquisition Using a DSP/FPGA Board

  • Chen, Yu-Hsuan;Juang, Jyh-Ching;Kao, Tsai-Ling
    • 한국항해항만학회:학술대회논문집
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    • 한국항해항만학회 2006년도 International Symposium on GPS/GNSS Vol.2
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    • pp.405-410
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    • 2006
  • Future GNSS signal using BOC modulation brings the advantages of positioning accuracy and multipath rejection. However, the BOC signal has an ambiguous autocorrelation function that complicates the process of acquisition. Three techniques that solve the ambiguous problem are BPSK-like, Sub Carrier Phase Cancellation, and Bump Jumping. In this paper, these methods are implemented by means of a DSP/FPGA board. Moreover, an experiment is conducted to examine and compare the performance of these techniques.

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웨이블렛 변환 영역에서 MAD 순서통계량을 이용한 SAR 영상의 화질개선 구현 (Implementation of Image Improvement using MAD Order Statistics for SAR Image in Wavelet Transform Domain)

  • 이철;이정석
    • 한국전자통신학회논문지
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    • 제9권12호
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    • pp.1381-1388
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    • 2014
  • 본 논문에서는 지형의 형태 파악에 주로 이용되는 SAR(Synthetic Aperture Radar) 영상의 화질을 저해하는 주된 요소인 잡음을 제거하기 위하여 웨이블렛 변환 기반 MAD순서통계량 알고리즘을 논의한다. 효과적인 영상개선을 위하여 SAR 영상에 근사부분대역의 웨이블렛 계수에 가중평균(Weighted average)법으로 영상처리하고 상세 부분대역의 웨이블렛 계수에 중앙절대편차(MAD : Median Absolute Deviation)를 이용한 임계값을 설정하여 왜곡요소를 제거하는 방법을 제안한다. 특히 제안 방법의 임계값은 잡음과 같은 왜곡요소를 배재하고 영상의 통계량을 고려하여 설정하였다. 제안된 방법은 실시간처리를 보장하기 위하여 DSP와 FPGA를 이용한 하드웨어로 구현하였으며 Xilinx FPGA를 사용하여 실험 하였다.

제어봉 구동장치 제어시스템 전력제어기용 FPGA 설계 (Design of FPGA Logic for Control Rod Control System Power Controller)

  • 이종무;신종렬;권순만;박민국;김춘경;천종민
    • 대한전기학회:학술대회논문집
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    • 대한전기학회 2004년도 하계학술대회 논문집 D
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    • pp.2295-2297
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    • 2004
  • 원자로의 제어봉 구동장치에 공급되는 전력을 제어하는 전력함 전력제어기는 DSP를 이용하여 디지털 시스템으로 설계하였다. 전력제어기는 Master/Slave 형태로 이중화되어 신뢰성이 향상시켰고 전력제어기의 CPU 보드에는 제어용과 통신용 두 개의 DSP를 사용하여 전력제어기의 주 기능인 제어/감시와 통신 기능을 분리하여 담당시켰다. 전력제어기에 요구되는 이러한 기능들을 효과적으로 수행하도록 CPU 보드에 디지털 논리구현 장치인 FPGA를 설치하여 메모리 주소 및 각 부품의 칩 선택 신호를 생성, 이중화 전력제어기 상호간 신호 수수, 각종 고장 검출 및 점호각 신호 발생 등의 역할을 하도록 하였다.

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OFDM 통신 시스템을 위한 신호처리 하드웨어 플랫폼 개발 (A Design of the Signal Processing Hardware Platform for OFDM Communication Systems)

  • 이병욱;조성호
    • 한국통신학회논문지
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    • 제33권6C호
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    • pp.498-504
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    • 2008
  • 본 논문에서는 OFDM 통신 시스템을 위한 효율적인 신호처리 하드웨어 플랫폼을 제안한다. 하드웨어 플랫폼은 신호처리자원으로 한 개의 FPGA와 8,000 MIPS의 성능을 갖는 두 개의 DSP 프로세서를 내장하고 있으며, 최대 125 MHz의 샘플링 속도를 지원하는 두 채널의 AD와 DA 변환기를 내장하고 있다. 또한, 유연한 데이터 버스 구조로 설계되어 OFDM 통신 시스템을 위한 다양한 신호처리 알고리즘을 하드웨어로 구현하여 실험적으로 검증할 수 있다. 개발된 신호처리 하드웨어 플랫폼을 이용하여 IEEE 802.16 OFDM 소프트웨어 모뎀을 실시간 처리 가능하도록 구현하여, 개발된 신호처리 하드웨어 플랫폼의 효율성을 검증하였다.

EXTRACTION OF LANE-RELATED INFORMATION AND A REAL-TIME IMAGE PROCESSING ONBOARD SYSTEM

  • YI U. K.;LEE W.
    • International Journal of Automotive Technology
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    • 제6권2호
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    • pp.171-181
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    • 2005
  • The purpose of this paper is two-fold: 1) A novel algorithm in order to extract lane-related information from road images is presented; 2) Design specifications of an image processing onboard unit capable of extracting lane­related information in real-time is also presented. Obtaining precise information from road images requires many features due to the effects of noise that eventually leads to long processing time. By exploiting a FPGA and DSP, we solve the problem of real-time processing. Due to the fact that image processing of road images relies largely on edge features, the FPGA is adopted in the hardware design. The schematic configuration of the FPGA is optimized in order to perform 3 $\times$ 3 Sobel edge extraction. The DSP carries out high-level image processing of recognition, decision, estimation, etc. The proposed algorithm uses edge features to define an Edge Distribution Function (EDF), which is a histogram of edge magnitude with respect to the edge orientation angle. The EDF enables the edge-related information and lane-related to be connected. The performance of the proposed system is verified through the extraction of lane-related information. The experimental results show the robustness of the proposed algorithm and a processing speed of more than 25 frames per second, which is considered quite successful.

Optimization of Pipelined Discrete Wavelet Packet Transform Based on an Efficient Transpose Form and an Advanced Functional Sharing Technique

  • Nguyen, Hung-Ngoc;Kim, Cheol-Hong;Kim, Jong-Myon
    • Journal of Information Processing Systems
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    • 제15권2호
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    • pp.374-385
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    • 2019
  • This paper presents an optimal implementation of a Daubechies-based pipelined discrete wavelet packet transform (DWPT) processor using finite impulse response (FIR) filter banks. The feed-forward pipelined (FFP) architecture is exploited for implementation of the DWPT on the field-programmable gate array (FPGA). The proposed DWPT is based on an efficient transpose form structure, thereby reducing its computational complexity by half of the system. Moreover, the efficiency of the design is further improved by using a canonical-signed digit-based binary expression (CSDBE) and advanced functional sharing (AFS) methods. In this work, the AFS technique is proposed to optimize the convolution of FIR filter banks for DWPT decomposition, which reduces the hardware resource utilization by not requiring any embedded digital signal processing (DSP) blocks. The proposed AFS and CSDBE-based DWPT system is embedded on the Virtex-7 FPGA board for testing. The proposed design is implemented as an intellectual property (IP) logic core that can easily be integrated into DSP systems for sub-band analysis. The achieved results conclude that the proposed method is very efficient in improving hardware resource utilization while maintaining accuracy of the result of DWPT.

도로교통 영상처리를 위한 고속 영상처리시스템의 하드웨어 구현 (An Onboard Image Processing System for Road Images)

  • 이운근;이준웅;조석빈;고덕화;백광렬
    • 제어로봇시스템학회논문지
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    • 제9권7호
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    • pp.498-506
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    • 2003
  • A computer vision system applied to an intelligent safety vehicle has been required to be worked on a small sized real time special purposed hardware not on a general purposed computer. In addition, the system should have a high reliability even under the adverse road traffic environment. This paper presents a design and an implementation of an onboard hardware system taking into account for high speed image processing to analyze a road traffic scene. The system is mainly composed of two parts: an early processing module of FPGA and a postprocessing module of DSP. The early processing module is designed to extract several image primitives such as the intensity of a gray level image and edge attributes in a real-time Especially, the module is optimized for the Sobel edge operation. The postprocessing module of DSP utilizes the image features from the early processing module for making image understanding or image analysis of a road traffic scene. The performance of the proposed system is evaluated by an experiment of a lane-related information extraction. The experiment shows the successful results of image processing speed of twenty-five frames of 320$\times$240 pixels per second.