• Title/Summary/Keyword: Decoding algorithm

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A Modified Viterbi Algorithm for Word Boundary Detection Error Compensation (단어 경계 검출 오류 보정을 위한 수정된 비터비 알고리즘)

  • Chung, Hoon;Chung, Ik-Joo
    • The Journal of the Acoustical Society of Korea
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    • v.26 no.1E
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    • pp.21-26
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    • 2007
  • In this paper, we propose a modified Viterbi algorithm to compensate for endpoint detection error during the decoding phase of an isolated word recognition task. Since the conventional Viterbi algorithm explores only the search space whose boundaries are fixed to the endpoints of the segmented utterance by the endpoint detector, the recognition performance is highly dependent on the accuracy level of endpoint detection. Inaccurately segmented word boundaries lead directly to recognition error. In order to relax the degradation of recognition accuracy due to endpoint detection error, we describe an unconstrained search of word boundaries and present an algorithm to explore the search space with efficiency. The proposed algorithm was evaluated by performing a variety of simulated endpoint detection error cases on an isolated word recognition task. The proposed algorithm reduced the Word Error Rate (WER) considerably, from 84.4% to 10.6%, while consuming only a little more computation power.

A Performance of Complementary Code Keying Codes

  • Lee Yu Sung;Park Hyun Cheol
    • Proceedings of the IEEK Conference
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    • 2004.08c
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    • pp.645-648
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    • 2004
  • In this paper, we drive a theoretical performance of complementary code keying (CCK) codes on additive white Gaussian noise (AWGN) channel. The CCK codes can be demodulated by the optimal maximum likelihood decoding method and sub-optimal correlation magnitude decoding algorithm. We calculate the bit error rate (BER) and symbol or codeword error rate (SER) of the CCK codes using the above mentioned two decoding algorithms. To derive the error performance, we use the weigh distributions and cross-correlation distributions of CCK codes.

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DECODING OF LEXICODES S10,4

  • KIM, D.G.
    • Journal of the Korean Society for Industrial and Applied Mathematics
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    • v.6 no.1
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    • pp.47-52
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    • 2002
  • In this paper we propose a simple decoding algorithm for the 4-ary lexicographic codes (or lexicodes) of length 10 with minimum distance 4, write $S_{10,4}$. It is based on the syndrome decoding method. That is, using a syndrome vector we detect an error and it will be corrected an error from the four parity check equations.

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A Study on Symbol-based Decoding for Turbo Codes (심볼 단위로 복호화가 이루어지는 터보부호에 관한 연구)

  • 김태국;심용걸
    • Proceedings of the IEEK Conference
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    • 2001.06a
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    • pp.273-276
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    • 2001
  • In this thesis we propose symbol-based decoding for turbo codes which is used SOVA as a decoding algorithm. The proposed turbo codes that is interleaved on symbol-by-symbol basis and inputted as n-bit symbols to the decoder. This method makes that the stages of the original trellis are merged together and the trellis depth is reduced by 1/n. We research turbo codes with symbol size n=2 in this paper and its performance.

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A Syndrome-distribution decoding MOLS L$_{p}$ codes

  • Hahn, S.;Kim, D.G.;Kim, Y.S.
    • Communications of Mathematical Education
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    • v.6
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    • pp.371-381
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    • 1997
  • Let p be an odd prime number. We introduce simple and useful decoding algorithm for orthogonal Latin square codes of order p. Let H be the parity check matrix of orthogonal Latin square code. For any x ${\in}$ GF(p)$^{n}$, we call xH$^{T}$ the syndrome of x. This method is based on the syndrome decoding for linear codes. In L$_{p}$, we need to find the first and the second coordinates of codeword in order to correct the errored received vector.

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Design of Turbo Codes with Efficient Iterative Decoding Stop Criterion (효율적인 반복중단 알고리즘을 갖는 터보부호 설계)

  • 심병섭;정대호;김환용
    • Proceedings of the IEEK Conference
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    • 2003.11c
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    • pp.28-31
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    • 2003
  • In this paper, it proposes the efficient iterative decoding stop criterion using the variance value of LLR. It is verifying that the proposal iterative de-coding stop criterion can be reduced the average iterative decoding number. The proposal algorithm md hardware synthesize to use the Synopsys Tool, performance validations perform through the ModelSim.

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The Decoding Approaches of Genetic Algorithm for Job Shop Scheduling Problem (Job Shop 일정계획 문제 풀이를 위한 유전 알고리즘의 복호화 방법)

  • Kim, Jun Woo
    • The Journal of Information Systems
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    • v.25 no.4
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    • pp.105-119
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    • 2016
  • Purpose The conventional solution methods for production scheduling problems typically focus on the active schedules, which result in short makespans. However, the active schedules are more difficult to generate than the semi active schedules. In other words, semi active schedule based search strategy may help to reduce the computational costs associated with production scheduling. In this context, this paper aims to compare the performances of active schedule based and semi active schedule based search methods for production scheduling problems. Design/methodology/approach Two decoding approaches, active schedule decoding and semi active schedule decoding, are introduced in this paper, and they are used to implement genetic algorithms for classical job shop scheduling problem. The permutation representation is adopted by the genetic algorithms, and the decoding approaches are used to obtain a feasible schedule from a sequence of given operations. Findings The semi active schedule based genetic algorithm requires slightly more iterations in order to find the optimal schedule, while its execution time is quite shorter than active schedule based genetic algorithm. Moreover, the operations of semi active schedule decoding is easy to understand and implement. Consequently, this paper concludes that semi active schedule based search methods also can be useful if effective search strategies are given.

Performance and Convergence Analysis of Tree-LDPC codes on the Min-Sum Iterative Decoding Algorithm (Min-Sum 반복 복호 알고리즘을 사용한 Tree-LDPC의 성능과 수렴 분석)

  • Noh Kwang-seok;Heo Jun;Chung Kyuhyuk
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.1C
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    • pp.20-25
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    • 2006
  • In this paper, the performance of Tree-LDPC code is presented based on the min-sum algorithm with scaling and the asymptotic performance in the water fall region is shown by density evolution. We presents that the Tree-LDPC code show a significant performance gain by scaling with the optimal scaling factor which is obtained by density evolution methods. We also show that the performance of min-sum with scaling is as good as the performance of sum-product while the decoding complexity of min-sum algorithm is much lower than that of sum-product algorithm. The Tree-LDPC decoder is implemented on a FPGA chip with a small interleaver size.

On the Implementation of CODEC for the Double-Error Correction Reed-Solomon Codes (2중 오류정정 Reed-Solomon 부호의 부호기 및 복호기 장치화에 관한 연구)

  • Rhee, Man-Young;Kim, Chang-Kyu
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.26 no.2
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    • pp.10-17
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    • 1989
  • The Berlekamp-Massey algorithm, the method of using the Euclid algorithm, and Fourier transforms over a finite field can be used for the decoding of Reed-Solomon codes (called RS codes). RS codes can also be decoded by the algorithm that was developed by Peterson and refined by the Gorenstein and Zierler. However, the decoding of RS codes using the Peterson-Gorenstein-Zieler algorithm offers sometimes computational or implementation advantages. The decoding procedure of the double-error correcting (31,27) Rs code over the symbol field GF ($2^5$) will be analyized in this paper. The complete analysis, gate array design, and implementation for encoder/decoder pair of (31.27)RS code are performed with a strong theoretical justification.

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Reducing Decoding Complexity by Improving Motion Field Using Bicubic and Lanczos Interpolation Techniques in Wyner-Ziv Video Coding

  • Widyantara, I Made O.;Wirawan, Wirawan;Hendrantoro, Gamantyo
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.6 no.9
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    • pp.2351-2369
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    • 2012
  • This paper describes interpolation method of motion field in the Wyner-Ziv video coding (WZVC) based on Expectation-Maximization (EM) algorithm. In the EM algorithm, the estimated motion field distribution is calculated on a block-by-block basis. Each pixel in the block shares similar probability distribution, producing an undesired blocking artefact on the pixel-based motion field. The proposed interpolation techniques are Bicubic and Lanczos which successively use 16 and 32 neighborhood probability distributions of block-based motion field for one pixel in k-by-k block on pixel-based motion field. EM-based WZVC codec updates the estimated probability distribution on block-based motion field, and interpolates it to pixel resolution. This is required to generate higher-quality soft side information (SI) such that the decoding algorithm is able to make syndrome estimation more quickly. Our experiments showed that the proposed interpolation methods have the capability to reduce EM-based WZVC decoding complexity with small increment of bit rate.