• Title/Summary/Keyword: Real-time Data Processing

Search Result 2,065, Processing Time 0.038 seconds

A VLSI Architecture for the Real-Time 2-D Digital Signal Processing (실시간 2차원 디지털 신호처리를 위한 VLSI 구조)

  • 권희훈
    • Information and Communications Magazine
    • /
    • v.9 no.9
    • /
    • pp.72-85
    • /
    • 1992
  • The throughput requirement for many digital signal processing is such that multiple processing units are essential for real-time implementation. Advances in VLSI technology make it feasible to design and implement computer systems consisting of a large number of function units. The research on a very high throughput VLSI architecture for digital signal processing applications requires the development of an algorithm, decomposition scheme which can minimize data communication requirements as well as minimize computational complexity. The objectives of the research are to investigate computationally efficient algorithms for solution of the class of problems which can be modeled as DLSI systems or adaptive system, and develop VLSI architectures and associated multiprocessor systems which can be used to implement these algorithms in real-time. A new VLSI architecture for real-time 2-D digital signal processing applications is proposed in this research. This VLSI architecture extends the concept of having a single processing units in a chip. Because this VLSI architecture has the advantage that the complexity and the number of computations per input does not increase as the size of the input data in increased, it can process very large 2-D date in near real-time.

  • PDF

A Design of LAS data processing board using PowerPC and VxWorks (PowerPC 및 VxWorks를 이용한 예인배열센서 데이터처리보드 개발)

  • Lim, Byeong-Seon;Kim, Young-Kil
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
    • /
    • 2009.10a
    • /
    • pp.371-374
    • /
    • 2009
  • This Paper deal with a design, making a prtotype and test methods of Real-time towed Line Array Sensor Data processing board for fast data communication and long range transmission with SFM(Serial FPDP Module) through Optic-fiber channel. The LAS A,B,C group Data from towed line array sensor which is installed in FFX(Fast Frigate eXperimental) of Korean Navy is packed a previously agreed protocol and transmitted to the Signal processing unit. Consider the limited space of VME 6U size, LAS Data processing board is designed with MPC8265 PowerPC Controller of Freescale for main system control and Altera's CycloneIII FPGA for sensor data packing, self-test simulation data generation, S/W FIFO et cetera. LAS Data processing board have VxWorks, the RTOS(Real Time Operating System) that present many device drivers, peripheral control libraries on board for real-time data processing.

  • PDF

Design of Trajectory Data Indexing and Query Processing for Real-Time LBS in MapReduce Environments (MapReduce 환경에서의 실시간 LBS를 위한 이동궤적 데이터 색인 및 검색 시스템 설계)

  • Chung, Jaehwa
    • Journal of Digital Contents Society
    • /
    • v.14 no.3
    • /
    • pp.313-321
    • /
    • 2013
  • In recent, proliferation of mobile smart devices have led to big-data era, the importance of location-based services is increasing due to the exponential growth of trajectory related data. In order to process trajectory data, parallel processing platforms such as cloud computing and MapReduce are necessary. Currently, the researches based on MapReduce are on progress, but due to the MapReduce's properties in using batch processing and simple key-value structure, applying MapReduce framework for real time LBS is difficult. Therefore, in this research we propose a suitable system design on efficient indexing and search techniques for real time service based on detailed analysis on the properties of MapReduce.

Coordinates Matching in the Image Detection System For the Road Traffic Data Analysis

  • Kim, Jinman;Kim, Hiesik
    • 제어로봇시스템학회:학술대회논문집
    • /
    • 2001.10a
    • /
    • pp.35.4-35
    • /
    • 2001
  • Image detection system for road traffic data analysis is a real time detection system using image processing techniques to get the real-time traffic information which is used for traffic control and analysis. One of the most important functions in this system is to match the coordinates of real world and that of image on video camera. When there in no way to know the exact position of camera and it´s height from the object. If some points on the road of real world are known it is possible to calculate the coordinates of real world from image.

  • PDF

The Implementation of DSP-Based Real-Time Video Transmission System using In-Vehicle Multimedia Network (차량 내 멀티미디어 네트워크를 이용한 DSP 기반 실시간 영상 전송 시스템의 구현)

  • Jeon, Young-Joon;Kim, Jin-II
    • Journal of the Institute of Convergence Signal Processing
    • /
    • v.14 no.1
    • /
    • pp.62-69
    • /
    • 2013
  • This paper proposes real-time video transmission system by the car-mounted cameras based on MOST Network. Existing vehicles transmit videos by connecting the car-mounted cameras in the form of analog. However, the increase in the number of car-mounted cameras leads to development of the network to connect the cameras. In this paper, DSP is applied to process MPEG 2 encoding/decoding for real-time video transmission in a short period of time. MediaLB is employed to transfer data stream between DSP and MOST network controller. During this procedure, DSP cannot transport data stream directly from MediaLB. Therefore, FPGA is used to deliver data stream transmitting MediaLB to DSP. MediaLB is designed to streamline hardware/software application development for MOST Network and to support all MOST Network data transportation methods. As seen in this paper, the test results verify that real-time video transmission using proposed system operates in a normal matter.

A Study on the Possibility of Using the Aerial-Based Vehicle Detection System for Real-Time Traffic Data Collection (항공 기반 차량검지시스템의 실시간 교통자료 수집에의 활용 가능성에 관한 연구)

  • Baik, Nam Cheol;Lee, Sang Hyup
    • KSCE Journal of Civil and Environmental Engineering Research
    • /
    • v.32 no.2D
    • /
    • pp.129-136
    • /
    • 2012
  • In the US, Japan and Germany the Aerial-Based Vehicle Detection System, which collects real-time traffic data using the Unmanned Aerial Vehicle (UAV), helicopters or fixed-wing aircraft has been developed for the last several years. Therefore, this study was done to find out whether the Aerial-Based Vehicle Detection System could be used for real-time traffic data collection. For this purpose the study was divided into two parts. In the first part the possibility of retrieving real-time traffic data such as travel speed from the aerial photographic image using the image processing technique was examined. In the second part the quality of the retrieved real-time traffic data was examined to find out whether the data are good enough to be used as traffic information source. Based on the results of examinations we could conclude that it would not be easy for the Aerial- Based Vehicle Detection System to replace the present Vehicle Detection System due to technological difficulties and high cost. However, the system could be effectively used to make the emergency traffic management plan in case of incidents such as abrupt heavy rain, heavy snow, multiple pile-up, etc.

Software-based Real-time GNSS Signal Generation and Processing Using a Graphic Processing Unit (GPU)

  • Im, Sung-Hyuck;Jee, Gyu-In
    • Journal of Positioning, Navigation, and Timing
    • /
    • v.3 no.3
    • /
    • pp.99-105
    • /
    • 2014
  • A graphic processing unit (GPU) can perform the same calculation on multiple data (SIMD: single instruction multiple data) using hundreds of to thousands of special purpose processors for graphic processing. Thus, high efficiency is expected when GPU is used for the generation and correlation of satellite navigation signals, which perform generation and processing by applying the same calculation procedure to tens of millions of discrete signal samples per second. In this study, the structure of a GPU-based GNSS simulator for the generation and processing of satellite navigation signals was designed, developed, and verified. To verify the developed satellite navigation signal generator, generated signals were applied to the OEM-V3 receiver of Novatel Inc., and the measured values were examined. To verify the satellite navigation signal processor, the performance was examined by collecting and processing actual GNSS intermediate frequency signals. The results of the verification indicated that satellite navigation signals could be generated and processed in real time using two GPUs.

LCS(Launch Control System) Prototype Performance Analysis (발사관제시스템 프로토타입 성능 분석)

  • Hong, Ii Hee;Kim, Yang Mo
    • Journal of the Korean Society of Systems Engineering
    • /
    • v.2 no.1
    • /
    • pp.54-60
    • /
    • 2006
  • LCC(Launch Control Center) in NARO space center performs a data monitoring and control through the interface to the external system of launch vehicle. Launch control function needs high reliability and processing speed. Hence, LCS(Launch Control System) is made up a real time system. An important role of the LCS Prototype is discovering a risk element and minimizing it through developing a launch control system. This paper deals with a real time data processing among the simulator, gateway, data distribution server, command and control server which is involving LCS Prototype.

  • PDF

Effect on Audio Play Latency for Real-Time HMD-Based Headphone Listening (HMD를 이용한 오디오 재생 기술에서 Latency의 영향 분석)

  • Son, Sangmo;Jo, Hyun;Kim, Sunmin
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
    • /
    • 2014.10a
    • /
    • pp.141-145
    • /
    • 2014
  • A minimally appropriate time delay of audio data processing is investigated for rendering virtual sound source direction in real-time head-tracking environment under headphone listening. Less than 3.7 degree of angular mismatch should be maintained in order to keep desired sound source directions in virtually fixed while listeners are rotating their head in a horizontal plane. The angular mismatch is proportional to speed of head rotation and data processing delay. For 20 degree/s head rotation, which is a relatively slow head-movement case, less than total of 63ms data processing delay should be considered.

  • PDF

The Framework of Stream Data Processing System for Realtime Health Care Service (실시간 헬스케어 서비스를 위한 스트림 데이터 시스템 프레임워크의 설계)

  • Wu, Zejun;Lee, Yeon;Bae, Hae-Young
    • Proceedings of the Korean Society of Computer Information Conference
    • /
    • 2011.06a
    • /
    • pp.21-22
    • /
    • 2011
  • The growth of using smartphone and tablet pc has enabled variety kinds of realtime applications. In these applications, the data which we called data stream is multidimensional, continuous, rapid, and time-varying. However the traditional Database Management System (DBMS) suffers from processing the real time and complex application, in this paper we proposed the framework for CCR Data Stream Server's design and implementation that compiled with Data Stream Database Management System (DSMS) and DBMS in EMR system. The system enables users not only to query stored CCR information from DBMS, but also to execute continues query for the real-time CCR Data Stream.

  • PDF