• Title/Summary/Keyword: Encoding Speed

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Fractal Image Compression Using QR Algorithm (QR 알고리즘을 이용한 프렉탈 영상압축)

  • Han, Kun-Hee;Kim, Tae-Ho;Jun, Byoung-Min
    • Journal of the Korean Society of Industry Convergence
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    • v.3 no.4
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    • pp.369-378
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    • 2000
  • Conventional fractal image compression methods have many problems in searching time for matching domain block. Proposed method is an improved method of Fisher's Quadtree Decomposition in terms of time, compression ratio, and PSNR. This method determines range block in advance using QR algorithm. First, input image is partitioned to $4{\times}4$ range block and then recomposition is performed from bottom level to specified level. As a result, this proposed method achieves high encoding and decoding speed, high compression ratio, and high PSNR than Fisher's Quadtree Decomposition method.

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Implementation of a H.26X Software Encoding Speed up Research (H.26X 인코딩 속도향상 구현)

  • Lee, Seung-Hyeon;Kang, Eui-Sun;Kang, Seock-Chan;Yoon, Sung-Kyu;Lim, Young-Hwan
    • Proceedings of the Korea Information Processing Society Conference
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    • 2000.04a
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    • pp.1148-1152
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    • 2000
  • 본 논문에서는 기존의 H.26X 부호화 시의 속도 저하의 원인인 움직임 추정의 높은 복잡도를 개선하여 소프트웨어만으로 실시간 부호화를 하는 방법을 모색하고자 한다. 논문에서는 스탠포드 대학에서 작성한 소프트웨어 부호기를 분석하여 속도를 높이기 위한 해결 방법으로 두 가지 방법으로 접근하였다. 첫째로 부호기의 속도 저하의 원인인 움직임 추정의 시간을 줄이기 위하여 현재 많이 사용되고 있는 4단계 탐색 알고리즘을 개선한 새로운 알고리즘을 제안하였다. 둘째로 현재 작성된 코드를 인텔사에서 제공하는 ${MMX^{TM}}$ 명령어를 사용, 병렬처리 하여 속도 향상을 꾀하였다.

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A Cooperative Jamming Based Joint Transceiver Design for Secure Communications in MIMO Interference Channels

  • Huang, Boyang;Kong, Zhengmin;Fang, Yanjun;Jin, Xin
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.13 no.4
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    • pp.1904-1921
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    • 2019
  • In this paper, we investigate the problem of secure communications in multiple-input-multiple-output interference networks from the perspective of physical layer security. Specifically, the legitimate transmitter-receiver pairs are divided into different categories of active and inactive. To enhance the security performances of active pairs, inactive pairs serve as cooperative jammers and broadcast artificial noises to interfere with the eavesdropper. Besides, active pairs improve their own security by using joint transceivers. The encoding of active pairs and inactive pairs are designed by maximizing the difference of mean-squared errors between active pairs and the eavesdropper. In detail, the transmit precoder matrices of active pairs and inactive pairs are solved according to game theory and linear programming respectively. Experimental results show that the proposed algorithm has fast convergence speed, and the security performances in different scenarios are effectively improved.

Development of Intelligently Unmanned Combine Using Fuzzy Logic Control -(Graphic Simulation)-

  • N.H.Ki;Cho, S.I.
    • Proceedings of the Korean Society for Agricultural Machinery Conference
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    • 1993.10a
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    • pp.1264-1272
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    • 1993
  • The software for unmanned control of three row typed rice combine has been developed using fuzzy logic. Three fuzzy variables were used : operating status of combine, steering, and speed. Eleven fuzzy rules were constructed and the eleven linguistic variables were used for the fuzzy rules. Six sensors were use of to get input values and sensor input values were quantified into 11 levels. The fuzzy output was infered with fuzzy inferrence which uses the correlation product encoding , and it must have been defuzzified by the method of center of gravity to use it for the control. The result of performance test using graphic simulation showed that the intelligently unmanned control of a rice combine was possible using fuzzy logic control.

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Transformer based Collision Detection Approach by Torque Estimation using Joint Information (관절 정보를 이용한 토크 추정 방식의 트랜스포머 기반 로봇 충돌 검출 방법)

  • Jiwon Park;Daegyu Lim;Sumin Park;Hyeonjun Park
    • The Journal of Korea Robotics Society
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    • v.19 no.3
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    • pp.266-273
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    • 2024
  • With the rising interaction between robots and humans, detecting collisions has become increasingly vital for ensuring safety. In this paper, we propose a novel approach for detecting collisions without using force torque sensors or tactile sensors, utilizing a Transformer-based neural network architecture. The proposed collision detection approach comprises a torque estimator network that predicts the joint torque in a free-motion state using Synchronous time-step encoding, and a collision discriminator network that predicts collisions by leveraging the difference between estimated and actual torques. The collision discriminator finally creates a binary tensor that predicts collisions frame by frame. In simulations, the proposed network exhibited enhanced collision detection performance relative to the other kinds of networks both in terms of prediction speed and accuracy. This underscores the benefits of using Transformer networks for collision detection tasks, where rapid decision-making is essential.

Design and Implementation of IEEE Std 1609.2 Message Encoder/Decoder for Vehicular Communication Security (자동차 통신 보안을 위한 IEEE Std 1609.2 메시지 인코더/디코더의 설계 및 구현에 관한 연구)

  • Seo, Hye-In;Kim, Eun-Gi
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.21 no.3
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    • pp.568-577
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    • 2017
  • IEEE Std 1609.2 was defined for the support of communication security functions in the WAVE (Wireless Access in Vehicular Environments) system. IEEE Std 1609.2 defined the message structures of the security services and managements on the vehicular communication by using ASN.1 (Abstract Syntax Notation One). Also, this security message structures shall be encoded using the COER (Canonical Octet Encoding Rules). In this paper, we designed and implemented the IEEE Std 1609.2 message encoder/decoder handling the security messages defined in IEEE Std 1609.2. The designed encoder/decoder consists of three modules as follows : a module generating the message of C language data structures in accord with IEEE Std 1609.2 message structures, a message encoder module, a message decoder module. And the encoder/decoder was implemented on the Linux environment. Also we analyzed the performance by measuring the performance speed of the encoder/decoder implemented.

An Algorithm with Low Complexity for Fast Motion Estimation in Digital Video Coding (디지털 비디오 부호화에서의 고속 움직임 추정을 위한 저복잡도 알고리즘)

  • Lee, Seung-Chul;Kim, Min-Ki;Jeong, Je-Chang
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.12C
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    • pp.1232-1239
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    • 2006
  • In video standards such as MPEG-1/2/4 and H.264/AVC, motion estimation / compensation(ME/MC) process causes the most encoding complexity of video encoder. The full search method, which is used in general video codecs, exhausts much encoding time because it compares current macroblock with those at all positions within search window for searching a matched block. For the alleviation of this problem, the fast search methods such as TSS, NTSS, DS and HEXBS are exploited at first. Thereafter, DS based MVFAST, PMVFAST, MAS and FAME, which utilize temporal or spacial correlation characteristics of motion vectors, are developed. But there remain the problems of image quality degradation and algorithm complexity increase. In this thesis, the proposed algorithm maximizes search speed and minimizes the degradation of image quality by determining initial search point correctly and using simple one-dimension search patterns considering motion characteristics of each frame.

An Efficient H.264/AVC Encoding Using GOP Based Adaptive Inter Prediction (GOP 기반의 적응적 인터 예측을 이용한 다시점 비디오의 효율적인 H.264/AVC 부호화)

  • Lee, Jung-Ho;Cho, Ik-Hwan;Lee, Woong-Ho;Jeong, Dong-Seok
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.12C
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    • pp.1224-1231
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    • 2006
  • This paper proposes a fast encoding algorithm of H.264/AVC multi-view video coding. The amount of data to be encoded for a multi-view video is much more than normal video's data, and the amount of information to be predicted is enormous because of the multi-view video coding uses inter-disparity prediction in addition to inter-motion prediction in conventional video coding. We noticed through an experiment that the efficiency of prediction is getting better in order of intra, inter-disparity, inter-motion, and inter-skip, and proposes a early termination algorithm by means of estimate the adaptive threshold within a GOP unit. In the experiments, the proposed algorithm shows improved processing speed about 32% compared to existing method, and increased amount of bits and distortions are relatively disregardable.

Complexity Reduction Method Using Inter-layer CU Depth Information for Scalable Video Coding Base on HEVC (계층 간 CU 깊이 예측을 이용한 HEVC SVC 고속 부호화 방법)

  • Jang, Hyeong-Moon;Nam, Jung-Hak;Sim, Dong-Gyu
    • Journal of Broadcast Engineering
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    • v.17 no.5
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    • pp.765-780
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    • 2012
  • In this paper, we propose a fast mode decision method that determines the coding unit depth for enhancement layers to improve an encoding speed of a scalable video encoder based on HEVC. To decide the coding unit depth of the enhancement layer, firstly, the coding unit depth of the corresponded coding unit in the basement layer is employed. At this stage, the final CU depth is decided by calculating the rate-distortion costs of one lower depth to one upper depth of the referenced depth. The proposed method can reduce a computational load since it does not calculate the rate-distortion costs for all the depths of a target CU. We found that the proposed algorithm decreases encoding complexity of 26% with approximately 1.4% bit increment, compared with the simulcast encoder of the HM 4.0.

Novel Reconfigurable Coprocessor for Communication Systems (통신 시스템을 위한 고성능 재구성 가능 코프로세서의 설계)

  • Jung Chul Yoon;Sunwoo Myung Hoon
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.42 no.6 s.336
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    • pp.39-48
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    • 2005
  • This paper proposes a reconfigurable coprocessor for communication systems, which can perform high speed computations and various functions. The proposed reconfigurable coprocessor can easily implement communication operations, such as scrambling, interleaving, convolutional encoding, Viterbi decoding, FFT, etc. The proposed architecture has been modeled by VHDL and synthesized using the SEC 0.18$\mu$m standard cell library. The gate count is about 35,000 gates and the critical path is 3.84ns. The proposed coprocessor can reduced about $33\%$ for FFT operations and complex MAC, $37\%$ for Viterbi operations, and $48\%\~84\%$ for scrambling and convolutional encoding for the IEEE 802.11a WLAN standard compared with existing DSPs. The proposed coprocessor shows Performance improvements compared with existing DSP chips for communication algorithms.