• Title/Summary/Keyword: 지능형 홈 네트워크

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Multi-Level Prediction for Intelligent u-life Services (지능형 u-Life 서비스를 위한 단계적 예측)

  • Hong, In-Hwa;Kang, Myung-Seok
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.9 no.3
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    • pp.123-129
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    • 2009
  • Ubiquitous home is emerging as the future digital home environments that provide various ubiquitous home services like u-Life, u-Health, etc. It is composed of some home appliances and sensors which are connected through wired/wireless network. Ubiquitous home services become aware of user's context with the information gathered from sensors and make home appliances adapt to the current home situation for maximizing user convenience. In these context-aware home environments, it is the one of significant research topics to predict user behaviors in order to proactively control the home environment. In this paper, we propose Multi-Level prediction algorithm for context-aware services in ubiquitous home environment. The algorithm has two phases, prediction and execution. In the first prediction phase, the next location of user is predicted using tree algorithm with information on users, time, location, devices. In the second execution phase, our table matching method decides home appliances to run according to the prediction, device's location, and user requirement. Since usually home appliances operate together rather than separately, our approach introduces the concept of mode service, so that it is possible to control multiple devices as well as a single one. We also devised some scenarios for the conceptual verification and validated our algorithm through simulations.

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A Rule-based Adaptive Service Framework with State-driven Composition (상태 유도 조합을 이용한 규칙 기반의 적응형 서비스 프레임워크)

  • Jung, Woo-Sung;Yoo, Chan-Woo;Park, Dong-Hun;Lee, Byoung-Jeong;Kim, Hee-Chern;Wu, Chi-Su
    • Proceedings of the Korean Information Science Society Conference
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    • 2006.10c
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    • pp.371-376
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    • 2006
  • 적응형 소프트웨어는 유비쿼터스 컴퓨팅의 핵심 분야로 홈 네트워크, 지능 로봇 등 다양한 분야에 응용이 가능하다. 하지만, 대부분의 연구가 적응형 소프트웨어의 요구사항이나 시나리오의 구체화를 위한 비전을 제시하거나, 응용 구현의 사례를 보임으로써 실현 가능성을 확인하는데 초점을 맞추고 있다. 본 연구에서는 동적인 재구성이 가능한 규칙 기반으로 동작할 수 있기 때문에 진화가 가능하며, 상태에 기반하여 행위를 판단하는 RASC 프레임워크를 제안한다. 기존 서비스 조합의 개념을 실현하기 위해 중개자를 이용하였으며, 변이와 교차와 같은 유전 알고리즘 연산을 쉽게 적용할 수 있도록 RASC 도메인을 정의하였다. RASC 프레임워크는 블랙보드 아키텍처를 기반으로 규칙을 공유하며, 서비스와 서비스 조합체 모두 자극-반응 모델을 따르고 자기유사성을 가지는 일종의 복잡계를 구성한다.

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A Study on the Self-Strengthening Smart IoT Hub Based on Strengthening Learning (강화 학습 기반의 독립형 스마트 IoT 허브 연구)

  • Lee, Yerin;Kim, Hyun;Lee, Innjie;Chai, Jihee
    • Proceedings of the Korea Information Processing Society Conference
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    • 2019.10a
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    • pp.288-290
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    • 2019
  • 해가 갈수록 스마트홈을 구성하는 다양한 IoT 상품들이 출시되고 있고 이것들을 통합 관제하기 위한 IoT 허브(gateway) 등의 제어 장치들이 필요해 지고 있다. 구글의 'Google home', 아마존의 'Echo' 등이 대표적이다. 그러나 이러한 제어 장치들은 클라우드 기반으로 동작되기 때문에 비용이 발생하고 개인으로부터 생성되는 민감한 개인 데이터들의 보관방법에 대한 다양한 문제들을 내포하고 있다. 본 연구팀은 독립형 스마트 IoT 허브 개발을 통해 개인정보를 보호하고 다양한 IoT 단말기들을 손쉽고 간편하게 제어하고자 하였다. 그리고 IoT 단말기와 연결된 센서의 실시간 모니터링 및 분석을 인공지능 기술인 강화 학습 기술을 이용해 구현할 수 있었다. 네트워크 끊김, 고장 등 IoT 단말기 들의 다양한 통신값을 분석하고 이를 기반으로 안정적이고 효율적인 제어를 가능할 수 있게 되었다. IoT 단말기는 아두이노를 이용했으며 스마트 IoT 허브는 라즈베리 파이로 구현해 개인정보를 보다 안전하게 보호하고 다양한 IoT 단말기를 모니터링 하고 제어할 수 있는 독립형 IoT 허브를 설계하고 구현할 수 있었다.

The Study on AC Coupler for Developing Low Power PLC(Power Line Communication) Modem (저전력 전력선 통신 모뎀 개발을 위한 AC 커플러 개발)

  • Yoon, Jae-Shik;Wee, Jung-Chul;Won, Dong-Sun;Park, Chung-Ha;Song, Yong-Jae
    • Proceedings of the KIEE Conference
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    • 2007.10a
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    • pp.495-496
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    • 2007
  • 본 논문에서는 전력선 통신 모뎀에 필수적으로 사용하고 있는 AC 커플러의 대기모드 상태에서의 저전력 AC 커플러 개발에 관한 것으로, 전력선 통신(PLC : Power Line Communication) 모뎀은 디지털 가전기기를 위한 지능형 홈 네트워크 구축은 물론 원격검침 등의 각종 자동화 시스템에 활발하게 적용됨에 따라 저전력 대기모드 지원의 필요성이 요구되고 있다. 이러한 요구를 충족시키기 위해서 본 논문에서는 전력선 통신 모뎀에 필수적으로 사용하고 있는 AC 커플러의 대기모드 상태에서의 저전력 AC 커플러를 위해 1차측 AC 커플러를 송신측과 수신측으로 분리하여 설계하였다. 또한 수신 커플링 회로의 경우 현재 이용되고 있는 커플링 회로의 차단주파수를 10kHz에서 전력선 모뎀의 캐리어주파수에 영향을 미치지 않는 70kHz 고역 통과필터로 설계한다. 본 논문에서는 다양한 Simulation 및 실험을 통하여 제안된 AC 커플러가 기존 전력선 통신 모뎀과 동일한 성능을 유지하면서, 대기시 소모되는 소비전력을 크게 감소시켜, 기존 전력선 모뎀에 제안된 AC 커플러로 대치할 수 있음을 실험을 통해 규명하고 입증하였다.

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Development of Embedded LCD Module based on RTOS (RTOS기반 임베디형 LCD모듈 개발)

  • Lee, Min-Jung;Park, Jin-Hyun;Jin, Tae-Seok;Cha, Kyung-Hwan;Choi, Young-Kui
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2008.05a
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    • pp.209-212
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    • 2008
  • During several years, lots of industrial and individual products have been developed based on the text or graphic LCD module which has been gave the short developing period to the developer. With the advent of home networks and intelligent robots, the need for interaction between human and instruments has been increased. Recently, goods with a TFT-LCD come out. But in spite of a simple required performance, the complicated microprocessor, such as ARM processor, is required to interface the TFT-LCD and touch screen. Our research and development is to develope an embedded TFT-LCD module in order to use or apply to the goods through the simple interface by the general users as well as the developers. We adopt the RTOS(real time operating system) in order to operate TFT-LCD independently and various communication protocols are provided in order to offer the simple interface to users and developers.

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Development of Smart Mirror System based on the Raspberry Pi (Raspberry Pi를 이용한 스마트 미러 개발)

  • Lin, Zhi-Ming;Kim, Chul-Won
    • The Journal of the Korea institute of electronic communication sciences
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    • v.16 no.2
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    • pp.379-384
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    • 2021
  • With people's continuous research and exploration in the field of artificial intelligence, more relatively mature artificial intelligence technology is applied in people's daily life. Mirrors are the most commonly used daily necessities in life, and it should be applied to artificial intelligence. The research results of this paper show that the smart mirror designed based on the raspberry pi displays weather, temperature, greetings, and has a human-mirror interaction function. The research method of this paper uses the Raspberry pi 3B + as the core controller and Google Assistant as the intelligent control. When connected to the network via Raspberry Pi's own WiFi, the mirror can automatically display and update time, weather and news information features. You can wake up the Google Assistant using keywords, then control the mirror to play music, remind the time, It implements the function of smart mirror voice interaction. Also, all the hardware used in this study is modular assembly. Later, it is convenient for user to assemble by himself later. It is suitable for market promotion at an affordable price.

Design of a SUN RF Transceiver for IEEE 802.15.4g (IEEE 802.15.4g용 SUN RF 송수신 시스템 설계에 대한 연구)

  • Kim, Jae-Young;Lee, Seung-Sik;Seo, Yong-Ho;Kim, Chang-Wan
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.14 no.4
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    • pp.1877-1882
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    • 2013
  • Smart Utility Network (SUN) is not only a core technology of intelligent green home networks but also a future technology which can be applicable to various areas instead of ZigBee. SUN should be compliment with IEEE 802.15.4g standard and can provide high link margin and stable communication data-rate for poor communication surrounding. This paper describes how to design the system simulation environment for the SUN RF transceiver, and also reports the required block-level specification for each circuit and various implementation impairments. Finally, the measured performances of the fabricated RF transceiver, which has utilized the system simulation results, completely satisfies the IEEE 802.15.4g SUN PHY standard.

A Study for Smart Apartment for Supporting Intelligent Service based on Ubiquitous (유비쿼터스 기반의 지능형 서비스를 지원하는 스마트 아파트 연구)

  • Ahn, Byeong-Tae;Lee, Chong-Ha;Chung, Bhum-suk
    • Management & Information Systems Review
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    • v.32 no.3
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    • pp.247-261
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    • 2013
  • Recently, the smart phone, a carrying along terminal connection technology such as Galaxytap/iPad etc. evolves, and supply is increasing rapidly, is included for smart phone because various sensor technologies are developed and service application that is acted in terminal with this is accompanied and grow. Continuously 4 generation to 3 Gs, Wibro Wireless network technology of communications a LTE technology from that is constructed, environment for Ubiquitous realization is being constructed fast. Therefore, in this paper it can inquire state of electronic, furniture devices through apartment complex web server and gear that control groove network at smart phone, and control, and confirms home state prevention of crimes state, and video inquiry of position that CCTV is placed in apartment complex was available. And it proposed integrated smart apartment with parking system and medical system using RFID system in ubiquitous environment.

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Expert System-based Context Awareness for Edge Computing in IoT Environment (IoT 환경에서 Edge Computing을 위한 전문가 시스템 기반 상황 인식)

  • Song, Junseok;Lee, Byungjun;Kim, Kyung Tae;Youn, Hee Yong
    • Journal of Internet Computing and Services
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    • v.18 no.2
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    • pp.21-30
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    • 2017
  • IoT(Internet of Things) can enable networking and computing using any devices is rapidly proliferated. In the existing IoT environment, bottlenecks and service delays can occur because it processes data and provides services to users using central processing based on Cloud. For this reason, Edge Computing processes data directly in IoT nodes and networks to provide the services to the users has attracted attention. Also, numerous researchers have been attracted to intelligent service efficiently based on Edge Computing. In this paper, expert system-based context awareness scheme for Edge Computing in IoT environment is proposed. The proposed scheme can provide customized services to the users using context awareness and process data in real-time using the expert system based on efficient cooperations of resource limited IoT nodes. The context awareness services can be modified by the users according to the usage purpose. The three service modes in the security system based on smart home are used to test the proposed scheme and the stability of the proposed scheme is proven by a comparison of the resource consumptions of the servers between the proposed scheme and the PC-based expert system.

Design of Mobile Agent Management System based on OSGi (OSGi 기반 이동 에이전트 관리 시스템 설계)

  • Lee, Seung-Keun;Kim, In-Tae;Kim, Tae-Gan;Lee, Kyoung-Mo;Rim, Ki-Wook;Lee, Jung-Hyun
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.42 no.5
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    • pp.41-48
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    • 2005
  • OSGi(Open Service Gateway Initiative) offers a unique opportunity for pervasive computing as a potential framework for achieving interoperability between various sensors, home appliances, and networked devices. The OSGi framework supports a remote installation of a bundle, which is a unit that installs and deploys services. However, in order for the bundle in execution to migrate, a specific form of bundle such a mobile agent, is needed one which is able to move through a heterogeneous network. This paper proposes a method that can manage bundles like these dynamic agents, in order to ensure the mobility of entities in multiple OSGi framework environments. For our purposes, we have designed the mobile agent management system for managing the lifecycle and mobility of agents in the OSGi framework. The mobile agent management system we are proposing implements a bundle form which can perform in an OSGi framework as well as manage autonomous mobile services. As a result, mobility in a pervasive environment will be supported more efficiently.