• Title/Summary/Keyword: intelligent platform

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Intelligent Sensor Technology Trend for Smart IT Convergence Platform (스마트 IT 융합 플랫폼을 위한 지능형 센서 기술 동향)

  • Kim, H.J.;Jin, H.B.;Youm, W.S.;Kim, Y.G.;Park, K.H.
    • Electronics and Telecommunications Trends
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    • v.34 no.5
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    • pp.14-25
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    • 2019
  • As the Internet of Things, artificial intelligence and big data have received a lot of attention as key growth engines in the era of the fourth industrial revolution, data acquisition and utilization in mobile, automotive, robotics, manufacturing, agriculture, health care and national defense are becoming more important. Due to numerous data-based industrial changes, demand for sensor technologies is exploding, especially for intelligent sensor technologies that combine control, judgement, storage and communication functions with the sensors's own functions. Intelligent sensor technology can be defined as a convergence component technology that combines intelligent sensor units, intelligent algorithms, modules with signal processing circuits, and integrated plaform technologies. Intelligent sensor technology, which can be applied to variety of smart IT convergence services such as smart devices, smart homes, smart cars, smart factory, smart cities, and others, is evolving towards intelligent and convergence technologies that produce new high-value information through recognition, reasoning, and judgement based on artificial intelligence. As a result, development of intelligent sensor units is accelerating with strategies for miniaturization, low-power consumption and convergence, new form factor such as flexible and stretchable form, and integration of high-resolution sensor arrays. In the future, these intelligent sensor technologies will lead explosive sensor industries in the era of data-based artificial intelligence and will greatly contribute to enhancing nation's competitiveness in the global sensor market. In this report, we analyze and summarize the recent trends in intelligent sensor technologies, especially those for four core technologies.

Knowledge Distributed Robot Control Framework

  • Chong, Nak-Young;Hongu, Hiroshi;Ohba, Kohtaro;Hirai, Shigeoki;Tanie, Kazuo
    • 제어로봇시스템학회:학술대회논문집
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    • 2003.10a
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    • pp.1071-1076
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    • 2003
  • In this work, we propose a new framework of robot control for a variety of applications to our unstructured everyday environments. Programming robots can be a very time-consuming process and seems almost impossible for ordinary end users. To cope with this, this work is to provide a software framework for building robot application programs automatically, where we have robots learn how to accomplish a commanded task from the object. An integrated sensing and computing tag is embedded into every single object in the environment. In the robot controller, only the basic software libraries for low-level robot motion control are provided from the robot manufacturer. The main contributions of this work is to develop a server platform that we call Omniscient Server that generates the application programs and send them to the robot controller through the network. The object-related information from the object server merges into robot control software to generate a detailed application program based on the task commands from the human. We have built a test bed and demonstrated that a robot can perform a common household task within the proposed framework.

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Design of Gateway for In-vehicle Sensor Network

  • Kim, Tae-Hwan;Lee, Seung-Il;Hong, Won-Kee
    • Proceedings of the Korea Society of Information Technology Applications Conference
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    • 2005.11a
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    • pp.73-76
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    • 2005
  • The advanced information and communication technology gives vehicles another role of the third digital space, merging a physical space with a virtual space in a ubiquitous society. In the ubiquitous environment, the vehicle becomes a sensor node, which has a computing and communication capability in the digital space of wired and wireless network. An intelligent vehicle information system with a remote control and diagnosis is one of the future vehicle systems that we can expect in the ubiquitous environment. However, for the intelligent vehicle system, many issues such as vehicle mobility, in-vehicle communication, service platform and network convergence should be resolved. In this paper, an in-vehicle gateway is presented for an intelligent vehicle information system to make an access to heterogeneous networks. It gives an access to the server systems on the internet via CDMA-based hierarchical module architecture. Some experiments was made to find out how long it takes to communicate between a vehicle's intelligent information system and an external server in the various environment. The results show that the average response time amounts to 776ms at fixec place, 707ms at rural area and 910ms at urban area.

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Emergency Alarm Service for the old and the weak by Human Behavior Recognition in Intelligent Space (지능공간에서의 인간행동 인식을 통한 노약자 및 환자의 위급상황 알람 서비스)

  • Lee, Jeong-Eom;Kim, Joo-Hyung;Lee, Hyun-Gu;Kim, Sang-Jun;Kim, Dae-Hwan;Park, Gwi-Ta
    • The Journal of Korea Robotics Society
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    • v.2 no.4
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    • pp.297-303
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    • 2007
  • In this paper, we discuss a service to give alarm in the case of emergency for the old and the weak by human behavior recognition in Intelligent Space. Our Intelligent Space consists of mobile robots, sensors and agents. And these components are connected to network framework. Agent analyzes data acquired from networked sensors and determines task of robots and a space to provide a service for humans. In our emergency alarm service, human behavior recognition service module analyzes accelerometer data obtained from body-attached human behavior sensing platform, and classifies into four basic human behavior such as walking, running, sitting and falling-down. For the old and the weak, falling-down behavior may bring about dangerous situations. On such an occasion, agent executes emergency alarm service immediately. And then a selected mobile robot approaches fallen person and sends images of the person to guardians. In this paper, we set up a scenario to verify the emergency alarm service in Intelligent Space, and show feasibility of the service from our simulation experiments.

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A Context-Awareness Modeling User Profile Construction Method for Personalized Information Retrieval System

  • Kim, Jee Hyun;Gao, Qian;Cho, Young Im
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.14 no.2
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    • pp.122-129
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    • 2014
  • Effective information gathering and retrieval of the most relevant web documents on the topic of interest is difficult due to the large amount of information that exists in various formats. Current information gathering and retrieval techniques are unable to exploit semantic knowledge within documents in the "big data" environment; therefore, they cannot provide precise answers to specific questions. Existing commercial big data analytic platforms are restricted to a single data type; moreover, different big data analytic platforms are effective at processing different data types. Therefore, the development of a common big data platform that is suitable for efficiently processing various data types is needed. Furthermore, users often possess more than one intelligent device. It is therefore important to find an efficient preference profile construction approach to record the user context and personalized applications. In this way, user needs can be tailored according to the user's dynamic interests by tracking all devices owned by the user.

Dynamic Simulation of AGC/LPC Synthetical System for Hot Strip Finishing Mill

  • Wang, Xiaoying;Wang, Jingcheng
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.8 no.1
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    • pp.24-30
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    • 2008
  • A simulation of hot strip finishing mill automatic gauge control (AGC) system is built, which is divided into four modules such as rolling mill system, AGC module, looper system and strip model. The rolling mill system is built by mechanism modeling, the looper system and strip model are built by function modeling, and the AGC model is tried to use intelligent control of a multi-function AGC system. The target is attempted to use this simulation object to minimize finisher exit strip thickness deviation resulting from strip entry thickness disturbance and rolling force deviation. Simulation results show that the result of this AGC/LPC synthetical system module simulation is quite close to the actual result. The simulation system can also analyze most kinds of disturbance which affect the rolling process. It is proved that the system can represent practical situation of hot strip finishing mill process control, and be used as a basic platform of research and development for researcher and engineer.

Performance Analysis of Web Network Access System In Hitel Platform (하이텔 플랫폼상에서의 인터넷 정합장치 성능분석)

  • Ryu, Won;Huh, Jae-Doo;Lee, Bok-Lai;Kim, Dae-Ung;Chung, Jin-Wook
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 1998.11a
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    • pp.442-445
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    • 1998
  • 본 논문은 56Kbps 모뎀을 이용하는 전화망 가입자나 터미널 어댑터를 사용하는 ISDN 가입자가 인터넷 정합장치를 이용하여 사용자 ID없이 개방제로 인터넷에 접속하여 서비스를 받고, 유료 정보제공자에 대한 대체인증 기능 및 과금회수대행 기능을 제공하는 인터넷 정합시스템(WNAS: Web Network Access System)의 설계 및 구현에 관한 내용이다. 본 논문에서는 웹 기반의 인터넷 정합장치에 최대 120/60가입자가 동시에 파일 받기/보내기를 했을 경우 시스템의 전송속도를 분석하였다.

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Intelligent Multiagent Based Software Programmable Logic Control (지능적인 멀티에이전트 기반 소프트웨어 PLC)

  • Cho Young Im
    • Journal of Institute of Control, Robotics and Systems
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    • v.11 no.4
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    • pp.297-303
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    • 2005
  • In this paper, I developed an intelligent multi agents based softPLC(IMPLC). In IMPLC, the standard IEC 1131-3 PLC languages(LD, SFC, FBD, ST) programmed by a user are converted to IL, which is one of intermediate codes, in order to make them interactions. And then the IL is converted to the standard C code regarding some extension and transplanting, which can be used in a commercial editor such as visual C++. In IMPLC, the logical errors and syntax errors occurred by users are detected, so that the optimal PC control based softPLC can be possible. IMPLC provide easy programming platform to such beginner as well as professionals. The study of code conversion is firstly tried in the world as well as KOREA. I applied IMPLC to 3 steps conveyer belt system. The simulation results say that the debugging steps by IMPLC using multi agents are decreased than the conventional softPLC's.

The Agent Platform in Multi-Agent System Providing Intelligent Medical Information (지능형 의료 정보 제공을 위한 멀티 에이전트 시스템에서 에이전트 플랫폼)

  • 최원기;이상욱;김일곤
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 2000.11a
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    • pp.445-454
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    • 2000
  • 의료 정보 시스템은 많은 지식과 의료 인력과의 연계가 필요하기 때문에, 멀티 에이전트 시스템의 활용 영역으로 적합하다. 본 논문에서는 지능형 의료 정보 제공을 위한 멀티 에이전트 시스템인 MAMI(Multi-Agent system for Medical Image)의 에이전트 플랫폼의 설계 및 구현 대해 기술한다. MAMI는 여러 의료 정보 중 의료 영상을 위한 멀티 에이전트 시스템이다. MAMI의 가장 중요한 구성 요소로서는 에이전트 플랫폼을 들 수 있다. 에이전트 플랫폼은 에이전트들이 동작할 수 있는 물리적 기반을 제공해 준다. MAMI는 FIPA(foundation for Intelligent Physical Agent)가 제안하는 관리 모델을 따르고 있다. MAMI에서는 COM(Common Object Model)과 XML(Extensible Markup Language)로 인코딩된 ACL(Agent Communication Language)을 메시지 교환에 이용하고 있다. 의료 영역의 특성상 의사와 같은 의료 전문 인력과의 연계는 반드시 필요하다. MAMI는 이를 위해서 의료 인력을 하나의 에이전트로 개념화하여 시스템에 연결한다. MAMI의 에이전트 플랫폼은 소프트웨어 에이전트와 휴먼 에이전트들이 지식을 공유하기에 적합한 물리적 기반을 제 공해주어 지능형 의료 정보 서비스를 용이하게 해준다.

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