• Title/Summary/Keyword: Output Coding

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A New Approach to Adaptive HFC-based GAs: Comparative Study on Crossover Genetic Operator (적응 HFC 기반 유전자알고리즘의 새로운 접근: 교배 유전자 연산자의 비교연구)

  • Kim, Gil-Sung;Choi, Jeoung-Nae;Oh, Sung-Kwun
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.57 no.9
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    • pp.1636-1641
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    • 2008
  • In this study, we introduce a new approach to Parallel Genetic Algorithms (PGA) which combines AHFCGA with crossover operator. As to crossover operators, we use three types of the crossover operators such as modified simple crossover(MSX), arithmetic crossover(AX), and Unimodal Normal Distribution Crossover(UNDX) for real coding. The AHFC model is given as an extended and adaptive version of HFC for parameter optimization. The migration topology of AHFC is composed of sub-populations(demes), the admission threshold levels, and admission buffer for the deme of each threshold level through succesive evolution process. In particular, UNDX is mean-centric crossover operator using multiple parents, and generates offsprings obeying a normal distribution around the center of parents. By using test functions having multimodality and/or epistasis, which are commonly used in the study of function parameter optimization, Experimental results show that AHFCGA can produce more preferable output performance result when compared to HFCGA and RCGA.

An Optimum Architecture for Implementing SEED Cipher Algorithm with Efficiency (효율적인 SEED 암호알고리즘 구현을 위한 최적화 회로구조)

  • Shin Kwang-Cheul;Lee Haeng-Woo
    • Journal of Internet Computing and Services
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    • v.7 no.1
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    • pp.49-57
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    • 2006
  • This paper describes the architecture for reducing its size and increasing the computation rate in implementing the SEED algorithm of a 12B-bit block cipher, and the result of the circuit design. In order to increase the computation rate, it is used the architecture of the pipelined systolic array, This architecture is a simple thing without involving any buffer at the input and output part. By this circuit, it can be recorded 320 Mbps encryption rate at 10 MHz clock. We have designed the circuit with the VHDL coding, implemented with a FPGA of 50,000 gates.

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SER/BER Analysis for 2-by-N MIMO-STBC Systems in Rayleigh Fading Channels (레일레이 페이딩 채널에서 2-by-N MIMO-STBC 시스템의 SER/BER 성능 해석)

  • Gil, Gye-Tae;Lee, Seong-Choon;Hyun, Kwang-Min
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.35 no.6C
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    • pp.547-553
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    • 2010
  • In this paper, novel approximated closed-form expressions of the SER(Symbol Error Rate) and BER(Bit Error Rate) are presented for the multi-input multi-output space-time block coding(MIMO-STBC) system employing two transmit and N receive antenna(s) in Rayleigh fading channels. Assuming a zero-forcing equalizer and a single-symbol maximum-likelihood (ML) decoder, the formulas are derived for the SER and BER, and then their approximated counterparts are also derived. In the derivation of the approximated expressions, acurve-fitting model is adopted that can eliminate the integral operators in the exact expressions.

Comparison of Common Methods from Intertwined Application in Image Processing

  • Shin, Seong-Yoon;Lee, Hyun-Chang;Rhee, Yang-Won
    • Journal of information and communication convergence engineering
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    • v.8 no.4
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    • pp.405-410
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    • 2010
  • Image processing operations like smoothing and edge detection, and many more are very widely used in areas like Computer Vision. We classify the image processing domain as seven branches-image acquirement and output, image coding and compression, image enhancement and restoration, image transformation, image segmentation, image description, and image recognition and description. We implemented algorithms of gaussian smoothing, laplace sharpening, image contrast effect, image black and white effect, image fog effect, image bright and dark effect, image median filter, and canny edge detection. Such experimental results show the figures respectively.

Quasi-Orthogonal Space-Time Block Codes Designs Based on Jacket Transform

  • Song, Wei;Lee, Moon-Ho;Matalgah, Mustafa M.;Guo, Ying
    • Journal of Communications and Networks
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    • v.12 no.3
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    • pp.240-245
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    • 2010
  • Jacket matrices, motivated by the complex Hadamard matrix, have played important roles in signal processing, communications, image compression, cryptography, etc. In this paper, we suggest a novel approach to design a simple class of space-time block codes (STBCs) to reduce its peak-to-average power ratio. The proposed code provides coding gain due to the characteristics of the complex Hadamard matrix, which is a special case of Jacket matrices. Also, it can achieve full rate and full diversity with the simple decoding. Simulations show the good performance of the proposed codes in terms of symbol error rate. For generality, a kind of quasi-orthogonal STBC may be similarly designed with the improved performance.

Neuro-Fuzzy Modeling of Complex Nonlinear System Using a mGA (mGA를 사용한 복잡한 비선형 시스템의 뉴로-퍼지 모델링)

  • Choi, Jong-Il;Lee, Yeun-Woo;Joo, Young-Hoon;Park, Jin-Bae
    • Proceedings of the KIEE Conference
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    • 2000.07d
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    • pp.2305-2307
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    • 2000
  • In this paper we propose a Neuro-Fuzzy modeling method using mGA for complex nonlinear system. mGA has more effective and adaptive structure than sGA with respect to using the changeable-length string. This paper suggest a new coding method for applying the model's input and output data to the number of optimul rules of fuzzy models and the structure and parameter identifications of membership function simultaneously. The proposed method realize optimal fuzzy inference system using the learning ability of Neural network. For fine-tune of the identified parameter by mGA, back-propagation algorithm used for optimulize the parameter of fuzzy set. The proposed fuzzy modeling method is applied to a nonlinear system to prove the superiority of the proposed approach through compare with ANFIS.

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On the Performance of STBC/Beamforming Systems for High Speed Trains (고속 열차를 위한 다중안테나 시스템 성능 분석)

  • 이철진;신승훈;최규형;황현철;곽경섭
    • Journal of the Korean Society for Railway
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    • v.7 no.4
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    • pp.400-405
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    • 2004
  • Recently, MIMO communications are regarded as one of the most promising emerging wireless technologies. This paper investigates MIMO wireless systems and their applications in a railway communication system. We firstly discuss railway communication environments including propagation characteristics and radio channel modeling. Next, we consider channel estimate methods, which is a crucial issue under rapidly varying channel condition due to the movement of trains. Channel estimation methods for MIMO systems are addressed and the effect of estimation error is studied. We also have performed simulations for transmit beamforming system and STBC(Space-time block coding) to investigate the performance of MIMO schemes in railway systems.

Low-Complexity Maximum-Likelihood Decoder for V-BLAST Architecture

  • Le, Minh-Tuan;Pham, Van-Su;Mai, Linh;Yoon, Gi-Wan
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • v.9 no.1
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    • pp.126-130
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    • 2005
  • In this paper, a low-complexity maximum-likelihood (ML) decoder based on QR decomposition, called real-valued LCMLDec decoder or RVLCMLDec for short, is proposed for the Vertical Bell Labs Layered Space-Time (V-BLAST) architecture, a promising candidate for providing high data rates in future fixed wireless communication systems [1]. Computer simulations, in comparison with other detection techniques, show that the proposed decoder is capable of providingthe V-BLAST schemes with ML performance at low detection complexity.

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Simplified Maximum-Likelihood Decoder for V-BLAST Architecture

  • Le Minh-Tuan;Pham Van-Su;Mai Linh;Yoon Giwan
    • Journal of information and communication convergence engineering
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    • v.3 no.2
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    • pp.76-79
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    • 2005
  • In this paper, a low-complexity maximum-likelihood (ML) decoder based on QR decomposition, called real-valued LCMLDec decoder or RVLCMLDec for short, is proposed for the Vertical Bell Labs Layered Space-Time (V-BLAST) architecture, a promising candidate for providing high data rates in future fixed wireless communication systems [1]. Computer simulations, in comparison with other detection techniques, show that the proposed decoder is capable of providing the V­BLAST schemes with ML performance at low detection complexity

Implementation of CAN Communication using LabVIEW (LabVIEW를 이용한 CAN 통신 구현)

  • Kim, Jueun;Choi, Nam-Sup;Han, Byung-Moon;Lee, Jun-Young
    • Proceedings of the KIPE Conference
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    • 2012.07a
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    • pp.441-442
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    • 2012
  • LabVIEW is faster than text language based program regarding development time and can monitor the output of data fast without the separate compiling work as the graphic-based graphical programming language. And, its coding is fast because it is designed by connecting the function with the wire and its has the merit of relatively intuitive UI. In this paper, data transmission and receiving between the program that is implemented in C language as CAN communication method that is strong against noise and used in power electronics application field variously and LabVIEW based program are explained. And, the design of LabVIEW based CAN communication program, data analysis and GUI screen composition that is convenient for monitoring are shown.

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