• Title/Summary/Keyword: Convolutional coding

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Accurate Prediction of VVC Intra-coded Block using Convolutional Neural Network (VVC 화면 내 예측에서의 딥러닝 기반 예측 블록 개선을 통한 부호화 효율 향상 기법)

  • Jeong, Hye-Sun;Kang, Je-Won
    • Journal of Broadcast Engineering
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    • v.27 no.4
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    • pp.477-486
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    • 2022
  • In this paper, we propose a novel intra-prediction method using convolutional neural network (CNN) to improve a quality of a predicted block in VVC. The proposed algorithm goes through a two-step procedure. First, an input prediction block is generated using one of the VVC intra-prediction modes. Second, the prediction block is further refined through a CNN model, by inputting the prediction block itself and reconstructed reference samples in the boundary. The proposed algorithm outputs a refined block to reduce residual signals and enhance coding efficiency, which is enabled by a CU-level flag. Experimental results demonstrate that the proposed method achieves improved rate-distortion performance as compared a VVC reference software, I.e., VTM version 10.0.

The channel coding algorithm for the ATM cell QoS improvement in statellite B-ISDN/ATM network (위성 B-ISDN/ATM 망에서 ATM 셀 전송성능 개선을 위한 채널코딩 알고리즘)

  • 김신재;김병균;최형진
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.22 no.5
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    • pp.1083-1096
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    • 1997
  • To implement satellite B-ISDN/ATM network, it needs to gurantee reliable transport via satelite in the poor BER environment. So, it requires to use channel coding (FEC:Forward Error Correction) schemes for improvement of BER performance, but these coding effects evoke burst errors and degradation of the QoS. Therefore we have to investigate new algorithm that compensates these weaknesses. We consider convolutional coding and concatenated coding among FEC schemes as FEC for satellite transmission and choose different compensational algorithm by the error characteristics of the using type of FEC. In using concatenated coding, this paper proposes the satellite system structure for interconnection to the terrestrial network and proposes the channel coding algorithm for improvement of transmission performances. We execute performance evaluation of the proposed algorithm by computer simulation. In detail, we propose 4 types of application ATM cell to the block coding(Reed-Solomon) and propose the new 55 byte ATM cell that enforces the error correction capability of cell header by the BCH coding. Then we propose the outer interleaverand the cell unit interleaver that evoke maximum coding effect of BCH code.

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Forward Error Control Coding in Multicarrier DS/CDMA Systems

  • Lee, Ju-Mi;Iickho Song;Lee, Jooshik;Park, So-Ryoung
    • Proceedings of the IEEK Conference
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    • 2000.07a
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    • pp.140-143
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    • 2000
  • In this paper, forward error control coding in multicarrier direct sequence code division multiple access (DS/CDMA) systems is considered. In order to accommodate a number of coding rates easily and make the encoder and do-coder structure simple, we use the rate compatible punctured convolutional (RCPC) code. We obtain data throughputs at several coding rates and choose the coding rate which has the highest data throughput in the SINR sense. To achieve maximum data throughput, a rate adaptive system using channel state information (the SINR estimate) is proposed. The SINR estimate is obtain by the soft decision Viterbi decoding metric. We show that the proposed rate adaptive convolutionally coded multicarrier DS/CDMA system can enhance spectral efficiency and provide frequency diversity.

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Performance Analysis of MFSK Signal using Reed-Solomon / Convolutional Concatenated Coding and MRC Diversity Techniques in m-distributed Fading Environment (m-분포 페이딩 환경에서 Reed-Solomon/컨벌루션 연접 부호화 기법과 MRC 다이버시티 기법을 함께 이용하는 MFSK 신호의 성능 해석)

  • 이희덕;강희조;조성준
    • The Proceeding of the Korean Institute of Electromagnetic Engineering and Science
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    • v.5 no.2
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    • pp.10-19
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    • 1994
  • The error rate equation of Reed-Solomon/Convoutional concatenated coded MFSK signal transmitted over m-distributed fading channel with Additive White Gaussian Noise (AWGN) and re- ceived with Maximal Ratio Combining (MRC) diversity has been derived. The bit error probability has been evaluated using the derived equation and shown n figures as a function of signal to noise ratio, fading index and the number of diversity branches. From the results obtained, we have shown that the bit error probability of MFSK signal is improved by using coding technique in fading environment. The concatenated coding technique is found to be very effective. When concatenated coding and MRC diversity reception techniques are used together in fading environ- ment, the improvement of error performance attains about 6.6 dB in terms of SNR as compared with that of employing only concatenated coding case.

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Performance Improvement of Space-Time OFDM System with Concatenated Codes (연접부호를 적용한 시공간 OFDM 시스템의 성능 개선)

  • 서완우;정연호
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.8 no.3
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    • pp.541-546
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    • 2004
  • Space-Time Coding(STC) is a technique that utilizes joint correlation of transmitted signals in both time and space domains. Through this approach, diversity and coding gains can be simultaneously obtained. In this paper, we use SPW simulation tool to implement the IEEE 802.11a system. Based on this system, OFDM system with STC and convolutional coder concatenated is implemented. The system performance is analyzed and compared with the performance of the IEEE 802.11a system. The simulation results show that the performance with concatenated codes at a data rate of 6Mbps shows approximately a 5dB gain over the system with the convolutional code only. At a data rate of 12Mbps, the performance with concatenated codes is further improved by approximately 6dB.

Recognition of Convolutional Code with Performance Analysis (길쌈 부호 복원 및 성능 분석)

  • Lee, Jae-Hwan;Lee, Hyun;Kang, In-Sik;Yun, Sang-Bom;Park, Cheol-Sun;Song, Young-Joon
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.37 no.4A
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    • pp.260-268
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    • 2012
  • The use of an error-correcting code is essential in communication systems where the channel is noisy. Unless a receiver has accurate channel coding parameters, it becomes difficult to decode the digitized encoding bits correctly. In this paper, we propose two algorithms for reconstructing convolutional codes: one for general convolutional codes and the other for punctured convolutional codes. And we also verify the algorithms by performing intensive computer simulation in additive white gaussian noise (AWGN) channel.

Performance Analysis of STBC Concatenated Convolutional Code for Improvement of Transmission Reliability (STBC의 전송 신뢰성 향상을 위한 컨볼루션 코드 연계 시스템)

  • Shin, Hyun-jun;Oh, Chang-Heon
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2013.05a
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    • pp.586-589
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    • 2013
  • In this paper, the proposed scheme is STBC system combined with convolutional code to ensure the reliability of data transmission for a high rate wireless communication. In addition, this scheme uses a modified viterbi algorithm in order to get a high system gain when data is transmitted. Because we combine STBC and comvolutional code, the proposed scheme can get a diversity gain of STBC and coding gain of convolutional code at the same time. Unlike existing viterbi docoding algorithm using Hamming distance in order to calculate branch matrix, the modified viterbi algorithm uses Euclidean distance value between received symbol and reference symbol. To analyze the system proposed, it was simulated by changing the constraint length of the convolutional code and the number of transmit and receive antennas of STBC.

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Beyond-IMT-2000 부호화 기법

  • 신민호;임은정;송홍엽;김동구
    • Information and Communications Magazine
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    • v.18 no.6
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    • pp.74-91
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    • 2001
  • 본 고에서는 통신 시스템에 응용되고 있는 블록부호에 대한 소개와, IMT-2000 시스템의 표준화에서 채널 부호화 기법으로 규격에 반영된 길쌈부호(Convolutional code) 및 터보부호(Turbo code)에 대하여 소개하고, 현재 3세대 이동통신 표준화에서 논의중인 Hybrid ARQ(Adaptive Modulation and Coding), AMC(Adaptive Modulation and Coding) 기술에 대하여 설명한다. 그리고, 고속의 데이터 전송을 요하는 4세대 이동통신 시스템의 채널 부호화 기술로 현재 활발히 연구가 이루어지고 있는 Space-Time Code 및 LDPC(Low Density Parity Check Code)에 대해 소개하고, 차세대 이동통신 시스템의 채널 부호화 기술 전반에 대하여 전망한다.

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Performance Improvement Scheme of T-DMB Watermarking Technique Using Convolutional Codes (길쌈 부호화기를 이용한 T-DMB 워터마킹 기법의 성능개선 기법)

  • Cha, Jae-Sang;Rho, Jung-Kyu;Kang, Jang-Mook;Kim, Gun;Park, So-Ra;Lee, Yong-Tae;Bae, Jung-Nam;Kim, Jin-Young
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.10 no.5
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    • pp.121-125
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    • 2010
  • In this paper, we propose the performance improvement technique using convolutional codes for T-DMB watermarking system. By applying the channel coding, the error performance is improved and the capacity of additional data is increased. We certified availability of our proposed technology by using various simulation.

A Implementation of Simple Convolution Decoder Using a Temporal Neural Networks

  • Chung, Hee-Tae;Kim, Kyung-Hun
    • Journal of information and communication convergence engineering
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    • v.1 no.4
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    • pp.177-182
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    • 2003
  • Conventional multilayer feedforward artificial neural networks are very effective in dealing with spatial problems. To deal with problems with time dependency, some kinds of memory have to be built in the processing algorithm. In this paper we show how the newly proposed Serial Input Neuron (SIN) convolutional decoders can be derived. As an example, we derive the SIN decoder for rate code with constraint length 3. The SIN is tested in Gaussian channel and the results are compared to the results of the optimal Viterbi decoder. A SIN approach to decode convolutional codes is presented. No supervision is required. The decoder lends itself to pleasing implementations in hardware and processing codes with high speed in a time. However, the speed of the current circuits may set limits to the codes used. With increasing speeds of the circuits in the future, the proposed technique may become a tempting choice for decoding convolutional coding with long constraint lengths.