• Title/Summary/Keyword: 고정소수점 시뮬레이션

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PLL modeling using a Matlab Simulink and FPGA design (Matlab Simulink를 이용한 PLL 모델링 및 FPGA 설계)

  • Jo, Jongmin;Cha, Hanju
    • Proceedings of the KIPE Conference
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    • 2013.07a
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    • pp.457-458
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    • 2013
  • 본 논문은 Simulink 모델을 기반으로 하여 FPGA 알고리즘을 설계하는 과정을 구현하였다. Simulink 모델은 SRF-PLL 제어기법을 적용하였으며, Simulink 모델은 기본적으로 부동소수점으로 구성된다. 그러나 FPGA 구현에 필요한 VHDL 코드는 고정 소수점 변환이 필요하므로, 부동 소수점 모델을 고정 소수점으로 변환하고 두 연산 기법의 시뮬레이션 결과를 비교분석하였다.

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Development of Interference Cancellation Algorithm for WCDMA Repeater under Fixed-Point Operation (고정 소수점 연산을 이용한 WCDMA 중계기에서의 귀환 신호제거 알고리즘의 개발)

  • Jung, Hee-Seok;Yun, Kee-Bang;Kim, Ki-Doo
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.46 no.1
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    • pp.95-103
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    • 2009
  • We improve the performance of WCDMA repeater by cancelling the feedback interference radio signal under the fixed point implementation. Floating-point DSP or FPGA to implement the ICS algorithm may have an disadvantage of high cost, To solve this problem, we suggest the ICS algorithm based on LMS under fixed point operation, and show the validity of our results by comparing with the floating-point results through numerical simulation.

A fixed-point implementation and performance analysis of EGML moving object detection algorithm (EGML 이동 객체 검출 알고리듬의 고정소수점 구현 및 성능 분석)

  • An, Hyo-sik;Kim, Gyeong-hun;Shin, Kyung-wook
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.19 no.9
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    • pp.2153-2160
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    • 2015
  • An analysis of hardware design conditions of moving object detection (MOD) algorithm is described, which is based on effective Gaussian mixture learning (EGML). A simulation model of EGML algorithm is implemented using OpenCV, and the effects of some parameter values on background learning time and MOD sensitivity are analyzed for various images. In addition, optimal design conditions for hardware implementation of EGML-based MOD algorithm are extracted from fixed-point simulations for various bit-widths of parameters. The proposed fixed-point model of the EGML-based MOD uses only half of the bit-width at the expense of the loss of MOD performance within 0.5% when compared with floating-point MOD results.

An analysis of Multi-mode LDPC Decoder Performance for IEEE 802.11n WLAN (IEEE 802.11n WLAN용 Multi-mode LDPC 복호기의 성능 분석)

  • Park, Hae-Won;Na, Young-Heon;Shin, Kyung-Wook
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2010.10a
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    • pp.80-83
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    • 2010
  • This paper describes an analysis of decoding performance of multi-mode LDPC(Low Density Parity Check) decoder which supports three block lengths (648, 1296, 1944) and four code rates (1/2, 2/3,3/4, 5/6) for IEEE 802.11n WLAN system. A fixed-point model of LDPC decoder which adopts min-sum algorithm and layered decoding scheme is implemented using Matlab. From fixed-point simulation results for various bit-width parameters such as internal bit-width, bit-width of integer and fractional parts, an optimal design condition and decoding performance of LDPC decoder are analyzed.

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An analysis of Optimal Design Conditions of Multi-mode LDPC Decoder for IEEE 802.11n WLAN System (IEEE 802.11n WLAN용 다중모드 LPDC 복호기의 최적 설계조건 분석)

  • Park, Hae-Won;Na, Young-Heon;Shin, Kyung-Wook
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.15 no.2
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    • pp.432-438
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    • 2011
  • This paper describes an analysis of optimal design conditions of multi-mode LDPC(low density parity check) decoder which supports three block lengths (648, 1296, 1944) and four code rates (1/2, 2/3, 3/4, 5/6) for IEEE 802.11n WLAN system. A fixed-point model of LDPC decoder, which adopts min-sum algorithm and layered decoding scheme, is implemented using Matlab. From fixed-point simulation results for various bit-width parameters such as internal bit-width, integer/fractional part bit-widths, optimal design conditions and decoding performance of LDPC decoder are analyzed.

Fixed-point Optimization of a QRS complex Detection Algorithm Using Wavelet Transform (웨이블릿을 이용한 QRS complex 검출 알고리즘의 고정 소수점 연산 최적화)

  • Park, Young-chul
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.7 no.3
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    • pp.126-131
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    • 2014
  • In this study, QRS complex is detected by Wavelet Transform and it can be worked in 32bit fixed point operation thought optimization. First, ECG signal is passed though band pass filter. Second, it is transformed using one-band combined wavelet function from 3-band wavelet function. Third, it is passed though moving window integral. Finally, QRS complex is detected by decision rule. The proposed algorithm is evaluated using MIT-BIH arrhythmia database. Its all of process make progress 32-bit fixed-point operation and it makes table that high complexity operations like trigonometrical function. The detection algorithm evaluate through computer simulation.

A performance analysis of layered LDPC decoder for mobile WiMAX system (모바일 WiMAX용 layered LDPC 복호기의 성능분석)

  • Kim, Eun-Suk;Kim, Hae-Ju;Shin, Kyung-Wook
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.15 no.4
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    • pp.921-929
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    • 2011
  • This paper describes an analysis of the decoding performance and decoding convergence speed of layered LDPC(low-density parity-check) decoder for mobile WiMAX system, and the optimal design conditions for hardware implementation are searched. A fixed-point model of LDPC decoder, which is based on the min-sum algorithm and layered decoding scheme, is implemented and simulated using Matlab model. Through fixed-point simulations for the block lengths of 576, 1440, 2304 bits and the code rates of 1/2, 2/3A, 2/3B, 3/4A, 3/4B, 5/6 specified in the IEEE 802.16e standard, the effect of internal bit-width, block length and code rate on the decoding performance are analyzed. Simulation results show that fixed-point bit-width larger than 8 bits with integer part of 5 bits should be used for acceptable decoding performance.

반도체 제조장비용 고성능 DSP를 이용한 AC 서보 모터 벡터 제어 시뮬레이션

  • 한상복;황인성;홍선기
    • Proceedings of the Korean Society Of Semiconductor Equipment Technology
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    • 2003.12a
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    • pp.50-53
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    • 2003
  • 본 연구에서는 AD 변환기, QEP(Quadrature Encoder Pulse Circuit)등 모터 제어에 필요한 주변 소자의 디지털 제어를 통해서 AC 서보 모터의 벡터 제어를[3] 구현하고 시간 지연에 의한 노이즈를 최소화하기 위해 저 전압형 DSP인 TMP320F2812를 이용하였다. TMP320F2812는 MOS 타입으로 8 depth pipeline을 가진 Harvard bus 를 채택해서 최대 150MIPS의 고속 처리 능력을 갖고 있으며 12 비트의 AD 변환기 QEP 회로와 공간 전압 벡터 PWM을 발생시킬 수 있는 기능을 가진 모터 제어용 원칩 DSP이다 모터 제어에 필요한 주변 회로들을 내장한 DSP는 하드웨어적인 구성을 간소화시키고 이로 인한 비용 절감을 얻을 수 있다. 간단한 구조로 고속 연산을 하기 위해 TMP320F2812는 고정 소수점 연산 처리 방식[6]을 사용하게 되었다. 고정 소수점 연산 처리로 인한 오차는 각 변수에 대한 스케일링을 통해 유효 자리를 확보 하는 방법을 사용하였다.

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Bus Architecture Analysis for Hardware Implementation of Computer Generated Hologram (컴퓨터 생성 홀로그램의 하드웨어 구현을 위한 버스 구조 분석)

  • Seo, Yong-Ho;Kim, Dong-Wook
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.16 no.4
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    • pp.713-720
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    • 2012
  • Recently, holography has received much attention as the next generation visual technology. Hologram is obtained by the optical capturing, but in recent years it is mainly produced by the method using computer. This method is named by computer generated hologram (CGH). Since CGH requires huge computational amount, if it is implemented by S/W it can't work in real time. Therefore it should use FPGA or GPU for real time operation. If it is implemented in the type of H/W, it can't obtain the same quality as S/W due to the bit limitation of the internal system. In this paper, we analyze the bit width for minimizing the degradation of the hologram and reducing more hardware resources and propose guidelines for H/W implementation of CGH. To do this, we performs fixed-points simulations according to main internal variables and arithmetics, analyze the numerical and visual results, and present the optimal bit width according to application fields.

Real-Time Implementation of Acoustic Echo Canceller for Mobile Handset Using TeakLite DSP Core (Teaklite DSP Core 를 이용한 이동통신 단말기용 음향반향제거기의 실시간 구현)

  • Gwon, Hong-Seok;Kim, Si-Ho;Jang, Byeong-Uk;Bae, Geon-Seong
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.39 no.2
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    • pp.128-136
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    • 2002
  • In this paper, we developed an acoustic echo canceller in real-time using TeakLite DSP Core, which will be placed in the vocoder chip of a mobile handset. Considering the limited computational capacity given to the acoustic echo canceller in a vocoder chip, we employed a FIR-type adaptive filter using a conventional NLMS algorithm. To begin with, we designed and implemented an acoustic echo canceller with floating-point format C-source code, and then converted it into fixed-point format through integer simulation. Then we programmed and optimized it in the assembler level to make it run ill real-time. After optimization procedure, the implemented echo canceller has approximately 624 words of program memory and 811 words of data memory. With 8 KHz sampling rate and 256 filter taps in the echo canceller that corresponds to 32 msec of echo delay, it requires 14.12 MIPS of computational capacity. For coverage of 16 msec echo delay, i.e., 128 filter taps, 9 MIPS is requited.