• Title/Summary/Keyword: High-speed Data Processing

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Development of Retina Photographing and Multi Channel Image Acquisition System for Thickness Measurement of Retina (망막 두께 측정을 위한 망막 촬영 및 다채널 영상획득장치 개발)

  • 양근호
    • Journal of the Institute of Convergence Signal Processing
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    • v.5 no.1
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    • pp.13-17
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    • 2004
  • In order to measure the retina thickness, the retina photographing system and the multi-channel high speed image data acquisition system is developed. This system requires the optical processing techniques and the high speed image processing techniques. The HeNe laser beam is projected the retina in artificial eye and then we sensed the reflected laser signal using APD array. The laser projection system on retina using optical instruments is implemented. In order to project the plane laser beam on retina, laser photographing system used the polygon mirror for horizontal scanning and the galvano mirror for vertical scanning. We acquired retina images in each channel of APD array, transferred computer using PCI interface the image data after real-time A/D converting.

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High-Speed Active Vibration Control System of Plate using TMS320C6713DSK (TMS320C6713DSK를 적용한 평판의 고속 능동 진동제어)

  • Choi, Hyeung-Sik;Her, Jae-Gwan;Seo, Hae-Yong
    • Journal of Advanced Marine Engineering and Technology
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    • v.33 no.6
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    • pp.918-924
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    • 2009
  • This paper deals with the experimental assessment of the vibration suppression of the smart structures. First, we have presented the paper about the new high-speed active control system that we have developed using the DSP320C6713 microprocessor and a peripheral system composed of a data acquisition system, A/D and D/A converters, piezoelectric (PZT) actuator/sensors, and drivers using PA95. Since fast data processing is very important in the active vibration control of the structures, we utilized the fast processing DSP320C6713 microprocessor as a main processor to the controller and fast peripheral devices for fast control loop. To realize a fast active vibration control, we have analyzed and tested the processing time of the peripheral devices and provided the corresponding test results. Especially, we have focused on achieving the fast signal amplification of the PA95 device since it takes most of loop times of the control system. Finally, we performed numerous experiments of active vibration control of the aluminum plate to validate the superior performance of the developed control system based on previous mode tests of the plate.

A Study on the Data Bus for the Integration of Avionics Systems (항공전자 시스템 통합을 위한 데이터 버스 연구)

  • Hong, Seung-Beom;Jie, Min-Seok;Kim, Young-In;Hong, Gyo-Young;Cheon, Gi-Jin
    • Journal of the Korean Society for Aviation and Aeronautics
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    • v.17 no.3
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    • pp.70-77
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    • 2009
  • We proposed the method of avionics integrated architecture using high-speed fiber optic bus. Typically, data bus of aircraft consists of electronic and optic data transmission method. Avionics systems are difficult to operate the electronic data transmission method for the high speed data processing, synchronization and interconnection between flight control system and flight management system efficiently. In this paper, it is known to look into the problem of data bus and the advanced trend in avionics systems, and propose the appropriate data bus of the advanced avionics systems.

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Desgin and Implementation of PHDItemReader to Speed up Data Query in Batch Application for Processing Personal Health Record (개인 건강 정보 처리를 위한 배치 어플리케이션에서 데이터 질의 속도 향상을 위한 PHDItemReader 설계 및 구현)

  • Jeon, Dong-cheol;Hwang, Heejoung
    • Journal of Korea Multimedia Society
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    • v.23 no.12
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    • pp.1496-1506
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    • 2020
  • With the progress of miniaturization and high performance of various sensors, a lot of data is generated in various fields and being collected in real-time, but the use of such large-capacity data is often unable to keep up with the collection technology. In the medical field, health data is collected and managed by platform, which causes inconvenience to users in searching their own health data and receiving medical services. In this paper, in order to solve these problems, we designed and implemented PHDItemReader to improve the speed of data query in a batch application environment that can integrate and process health data having various data expression formats. The experiment compared and analyzed 3 types of query speed based on 1,000,000 hypothetical health data, and as a result of the experiment, it was verified that the PHDItemReader implemented in this paper improved up to about 21% compared to the existing one.

TDES CODER USING SSE2 TECHNOLOGY

  • Koo, In-Hoi;Kim, Tae-Hoon;Ahn, Sang-Il
    • Proceedings of the KSRS Conference
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    • 2007.10a
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    • pp.114-117
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    • 2007
  • DES is an improvement of the algorithm Lucifer developed by IBM in the 1977. IBM, the National Security Agency (NSA) and the National Bureau of Standards (NBS now National Institute of Standards and Technology NIST) developed the DES algorithm. The DES has been extensively studied since its publication and is the most widely used symmetric algorithm in the world. But nowadays, Triple DES (TDES) is more widely used than DES especially in the application in case high level of data security is required. Even though TDES can be implemented based on standard algorithm, very high speed TDES codec performance is required to process when encrypted high resolution satellite image data is down-linked at high speed. In this paper, Intel SSE2 (Streaming SIMD (Single-Instruction Multiple-Data) Extensions 2 of Intel) is applied to TDES Decryption algorithm and proved its effectiveness in the processing time reduction by comparing the time consumed for two cases; original TDES Decryption and TDES Decryption with SSE2

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The Development of Rugged Embedded Measurement System by Using PXI Bus

  • Yu, Jae-Taeg;Kim, Dae-Won;Goo, Sang-Haw;Lee, Jang-Myung
    • 제어로봇시스템학회:학술대회논문집
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    • 2001.10a
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    • pp.53.1-53
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    • 2001
  • We have used many Instrumentations to acquire the performance data of vehicles for many years. but these could not satisfied with environment specifications (vibration, shock, temperature) and data processing speed to applicate the performance test for armored military vehicles because of having developed as a common vehicles/fixed installation equipments. So new rugged embedded measurement system required to do large data acquisition and high processing speed (Maximum sample rate : 1.25MHz/ch) with rugged environment specifications. We have developed embedded measurement system by using PXI(PCI eXtension for Instrumentation)bus interface which were composed of stand alone controller and versatile data acquisition boards(analog, digital, vision ...

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Sentiment Orientation Using Deep Learning Sequential and Bidirectional Models

  • Alyamani, Hasan J.
    • International Journal of Computer Science & Network Security
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    • v.21 no.11
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    • pp.23-30
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    • 2021
  • Sentiment Analysis has become very important field of research because posting of reviews is becoming a trend. Supervised, unsupervised and semi supervised machine learning methods done lot of work to mine this data. Feature engineering is complex and technical part of machine learning. Deep learning is a new trend, where this laborious work can be done automatically. Many researchers have done many works on Deep learning Convolutional Neural Network (CNN) and Long Shor Term Memory (LSTM) Neural Network. These requires high processing speed and memory. Here author suggested two models simple & bidirectional deep leaning, which can work on text data with normal processing speed. At end both models are compared and found bidirectional model is best, because simple model achieve 50% accuracy and bidirectional deep learning model achieve 99% accuracy on trained data while 78% accuracy on test data. But this is based on 10-epochs and 40-batch size. This accuracy can also be increased by making different attempts on epochs and batch size.

Development of Efficient Data Distribution Storage Algorithm for High Speed Data Backup in DRAM based SSD (DRAM기반 SSD에서 고속백업을 위한 DRAM기반 SSD에서 고속백업을 위한 효율적인 데이터 분산저장 알고리즘 개발)

  • Song, Han-chun;Ahn, Hyuk-jong
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.15 no.6
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    • pp.11-15
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    • 2015
  • SSD(Solide State Disk) Memory is gradually replacing HDD(Hard Disk Drive) for high speed data input and output processing on Internet server system. In this paper, we proposed efficient data distribution storage algorithm in DRAM based SSD. And we did performance test for proposed algorithm and existing algorithm in the same server environment condition. The result of comparison of performance test is as fellows. Data backup processing time of proposed algorithm was reduced by half than that of existing algorithm.

Fault Diagnosis and Performance Evaluation of Auxiliary Block for Korean High-Speed Railway (한국형 고속열차 보조전원장치 고장진단과 성능평가)

  • Kim, Seog-Won;Kim, Ki-Hwan;Kim, Sang-Soo;Koo, Hun-Mo;Joo, Hyun-Wook;Han, Young-Jae
    • Journal of the Korean Society for Railway
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    • v.9 no.5 s.36
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    • pp.612-617
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    • 2006
  • As the on-board electric devices determine the performances of vehicles, production of reliable devices is important. To keep the reliability of devices constant, management of performance evaluation of the on-board devices is crucial. Because temperature has a serious effect on failures of the components of the devices, its measurement is the first step for good management. In this study, we described performance characteristics of domestic auxiliary block developed through G7 project. We measured the performances of auxiliary block during test running by the developed on-line measurement system. After we save the input real-time data from each signal of Korean High Speed Train through the network line, we can acquire necessary information through post-processing program. We verify the motor block characteristics of Korean High Speed Train by this system.

ASIC design of high speed CAM for connectionless server of ATM network (ATM망의 비연결형 서버를 위한 고속 CAM ASIC 설계)

  • 백덕수;김형균;이완범
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.22 no.7
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    • pp.1403-1410
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    • 1997
  • Because streaming mode connection server suitable to wide area ATM networks performs transmission, reception and lookup with time restriction for the transmission time of a cell, it has demerits of large cell loss incase that burst traffic occurs. Therefore, in this paper to decrease cell loss we propose a high speed CAM (Content Addressable Memory) which is capable of processing data of streaming mode connections server at a high speed. the proposed CAM is applied to forwarding table VPC map which performs function to output connection numbers about input VPI(Virtual Path Identifier)/VCI(Virtual Channel Identifier). The designed high speed CAM consist of DBL(Dual Bit Line) CAM structure performed independently write operation and match operation and two-port SRAM structure. Also, its simulation verification and full-custom layout is performed by Hspice and Composs tools in 0.8 .$\mu$m design rule.

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