• Title/Summary/Keyword: Data Transmission Processing

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Auto-Encoder Based Image Enhancement for Narrow-bandwidth Radio Images (Narrow-bandwidth Radio 이미지를 위한 자동 인코더 기반 이미지 향상)

  • De Silva, K. Dilusha Malintha;Lee, Hyo-Jong
    • Proceedings of the Korea Information Processing Society Conference
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    • 2021.11a
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    • pp.856-859
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    • 2021
  • Image transmission by means of telecommunications is an essential task for information sharing. For considerable distances, wireless channels can be utilized and tuned for proper uses of image data exchange. However, the disturbances that a radio wave encounter during transmission causes partial or total loss of information. Result of such communications is a distorted image at the receiver's end. This paper proposes an auto-encoder architecture as an image enhancement method for narrow-bandwidth radio images. With this method, a distorted image can be improved for better receiver satisfaction. The proposed auto-encoder is trained with many narrow-bandwidth radio image data; hence it enhances a given distorted image. Also, the results were verified with the original image data being the reference images.

Modeling of Multimedia Internet Transmission Rate Control Factors Using Neural Networks (멀티미디어 인터넷 전송을 위한 전송률 제어 요소의 신경회로망 모델링)

  • Chong Kil-to;Yoo Sung-Goo
    • Journal of Institute of Control, Robotics and Systems
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    • v.11 no.4
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    • pp.385-391
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    • 2005
  • As the Internet real-time multimedia applications increases, the bandwidth available to TCP connections is oppressed by the UDP traffic, result in the performance of overall system is extremely deteriorated. Therefore, developing a new transmission protocol is necessary. The TCP-friendly algorithm is an example satisfying this necessity. The TCP-Friendly Rate Control (TFRC) is an UDP-based protocol that controls the transmission rate that is based on the available round trip time (RTT) and the packet loss rate (PLR). In the data transmission processing, transmission rate is determined based on the conditions of the previous transmission period. If the one-step ahead predicted values of the control factors are available, the performance will be improved significantly. This paper proposes a prediction model of transmission rate control factors that will be used in the transmission rate control, which improves the performance of the networks. The model developed through this research is predicting one-step ahead variables of RTT and PLR. A multiplayer perceptron neural network is used as the prediction model and Levenberg-Marquardt algorithm is used for the training. The values of RTT and PLR were collected using TFRC protocol in the real system. The obtained prediction model is validated using new data set and the results show that the obtained model predicts the factors accurately.

HIGH-SPEED SOFTWARE FRAME SYNCHRONIZER USING SSE2 TECHNOLOGY

  • Koo, In-Hoi;Ahn, Sang-Il;Kim, Tae-Hoon;Sakong, Young-Ho
    • Proceedings of the KSRS Conference
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    • 2007.10a
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    • pp.522-525
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    • 2007
  • Frame Synchronization is applied to not only digital data transmission for data synchronization between transmitter and receiver but also data communication with satellite. When satellite image data with high resolution and mass storage is transmitted, hardware frame synchronizer for real-time processing or software frame synchronizer for post-processing is used. In case of hardware, processing with high speed is available but data loss may happen for Search of Frame Synchronization. In case of software, data loss does not happen but speed is relatively slow. In this paper, Pending Buffer concept was proposed to cope with data loss according to processing status of Frame Synchronization. Algorithm to process Frame synchronization with high speed using bit threshold search algorithm with pattern search technique and SIMD is also proposed.

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Design and Implementation of a Distributed Audio/Video Stream Service Framework based on CORBA (CORBA 기반의 분산 오디오/비디오 스트림 서비스 프레임워크의 설계 및 구현)

  • Kim, Jong-Hyeon;No, Yeong-Uk;Jeong, Gi-Dong
    • The KIPS Transactions:PartA
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    • v.9A no.2
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    • pp.207-216
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    • 2002
  • This paper present a design and implementation of a distributed audio, Video stream service framework based on CORBA for efficient processing and control of audio/video stream. We design software components which support processing, control and transmission of audio/video streams as distributed objects. For optimization of stream transmission performance, we separate the transmission path of control data and media data. Distributed objects are defined by IDL and implemented using JAVA. And device dependent facilities like media capturing, playing and communication channels are implemented using JMF (Java Media Framework) components. We show a connection establishment and control procedure of streams communication. And for evaluation, we implement a test system and experiment a system performance. Our experiments show that test system has somewhat longer connection latency time compared to TCP connection establishment, but has optimized media transmission time compared to CORBA IIOP. Also test system show acceptable service quality of media transmission.

Energy Efficiency Analysis of Cellular Downlink Transmission with Network Coding over Rayleigh Fading Channels

  • Zhu, Jia
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.7 no.3
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    • pp.446-458
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    • 2013
  • Recently, energy-efficient cellular transmission has received considerable research attention to improve the energy efficiency of wireless communication. In this paper, we consider a cellular network consisting of one base station (BS) and multiple user terminals and explore the network coding for enhancing the energy efficiency of cellular downlink transmission from BS to users. We propose the network coded cellular transmission scheme and conduct its energy consumption analysis with target outage probability and data rate requirements in Rayleigh fading environments. Then, the energy efficiency in Bits-per-Joule is further defined and analyzed to evaluate the number of bits delivered per Joule of energy cost. Numerical results show that the network coded cellular transmission significantly outperforms the traditional cellular transmission in terms of energy efficiency, implying that given a Joule of energy cost, the network coded cellular transmission scheme can deliver more bits than the traditional cellular transmission.

Development of 60 GHz Band Transceiver System for Multimedia Contents Transmission (멀티미디어 콘텐츠 전송용 60 GHz대 송수신 시스템 개발)

  • Cho, Jine-Yeon;Kim, Chang-Il;Kim, Nam-Soo
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.15 no.2
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    • pp.57-63
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    • 2015
  • There are increasing demands for the transmission of high speed and non-compressed video informations. The video data usually compressed before transmission for reducing the data. And the received data uncompressed at a receiver, consequently the processing delay is unavoided. In this paper, we implement a 60 GHz band wireless transmission system for real time multimedia contents transmission, and successfully transmit the full HD class uncompressed video information at 4 Gbps with 20 m apart. Hence the non-compressed video data from a remote camera or a smart phone can be transmitted and displayed in a large screen in real time via the developed transceiver system.

Development of Receiving and Image Processing System of GMS/WEFAX Using PC(II) - Software for Receiving and Image Processing - (PC를 이용한 GMS/WEFAX 수신 및 영상처리 시스템 개발(II) - 수신 및 영상처리 소프트 웨어 -)

  • ;;Yun, Gi-Joon;Park, Jong-Hyun
    • Korean Journal of Remote Sensing
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    • v.9 no.1
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    • pp.37-49
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    • 1993
  • In this research, the WEF AX and APT(Automatic Picture Transmission) data receiving and image processing software using PC/AT called WADIPS(WEFAX and APT Data Integrated Processing System) Software has been developed. The main functions of WADIPS software are follow : 1) Real time receiving and saving to hard disk of WEFAX and APT data 2) B/W(Black and White) and false color display 3) Image enhancement using histogram stretch and color control 4) 2-4 times zooming 5) Hard copy of data using dithering and patterning 6) Animation 7) File management 8) On line help. WADIPS can be used in the offices or persons need real time meteorological information and education offices to teach the image processing technique and general characteristics of meteorological satellites.

Data Transmitting and Storing Scheme based on Bandwidth in Hadoop Cluster (하둡 클러스터의 대역폭을 고려한 압축 데이터 전송 및 저장 기법)

  • Kim, Youngmin;Kim, Heejin;Kim, Younggwan;Hong, Jiman
    • Smart Media Journal
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    • v.8 no.4
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    • pp.46-52
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    • 2019
  • The size of data generated and collected at industrial sites or in public institutions is growing rapidly. The existing data processing server often handles the increasing data by increasing the performance by scaling up. However, in the big data era, when the speed of data generation is exploding, there is a limit to data processing with a conventional server. To overcome such limitations, a distributed cluster computing system has been introduced that distributes data in a scale-out manner. However, because distributed cluster computing systems distribute data, inefficient use of network bandwidth can degrade the performance of the cluster as a whole. In this paper, we propose a scheme that compresses data when transmitting data in a Hadoop cluster considering network bandwidth. The proposed scheme considers the network bandwidth and the characteristics of the compression algorithm and selects the optimal compression transmission scheme before transmission. Experimental results show that the proposed scheme reduces data transfer time and size.

An Energy-Efficient Sensor Network Clustering Using the Bridge Cluster (브리지 클러스터를 이용한 에너지 효율적 센서 네트워크 클러스터링)

  • Nam, Do-Hyun;Min, Hong-Ki
    • Journal of the Institute of Convergence Signal Processing
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    • v.8 no.4
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    • pp.279-284
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    • 2007
  • There ate various studies being conducted regarding efficient routing schemes to reduce energy consumption in the wireless sensor network, for which energy transformation is difficult. In terms of routing, many believe that the dynamic clustering technique is most efficient. The dynamic clustering technique consists of cluster construction and data transmission. Energy consumption for data transmission is proportional to $d^2$ and $d^4$ around the crossover area. This paper proposed algorithms for reducing energy consumption by improving efficiency of the cluster construction process that in the dynamic cluster mechanism and minimizing long-distance data transmission outside the crossover area. The proposed algorithms reduced energy consumption by implementing bridge clusters in the crossover area and decreasing the data transmission distance. The benefits of the proposed algorithms were confirmed through simulation experiments.

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Progressive Transmission of Image Using Compact Complementary Quadtree (상보쿼드 트리를 이용한 영상의 점진적 전송)

  • Kim, Sin-Jin;Kim, Young-Mo;Koh, Kwang-Sik
    • The KIPS Transactions:PartB
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    • v.9B no.1
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    • pp.77-82
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    • 2002
  • Progressive image transmission involves a progressive increase in the image resolution at the receiver from a lower to a higher resolution during the transmission of data. This is an effective way of using a limited transmission channel, because, after estimating the value of the data in the early transmission period, a decision can be made whether or not to proceed with the transmission of the remaining part. To realize more effective progressive image transmission, the current thesis divides an image into bit planes and then re-organizes each plane into a complementary quadtree structure. As a result, by transmitting the data on each bit plane and each level of the complementary quadtree in the appropriate order, the basic image contents can be understood with less data in the early period of transmission.