• 제목/요약/키워드: Ubiquitous sensor networks

Search Result 336, Processing Time 0.022 seconds

Ubiquitous Data Mining Using Hybrid Support Vector Machine (변형된 Support Vector Machine을 이용한 유비쿼터스 데이터 마이닝)

  • Jun Sung-Hae
    • Journal of the Korean Institute of Intelligent Systems
    • /
    • v.15 no.3
    • /
    • pp.312-317
    • /
    • 2005
  • Ubiquitous computing has had an effect to politics, economics, society, culture, education and so forth. For effective management of huge Ubiquitous networks environment, various computers which are connected to networks has to decide automatic optimum with intelligence. Currently in many areas, data mining has been used effectively to construct intelligent systems. We proposed a hybrid support vector machine for Ubiquitous data mining which realized intelligent Ubiquitous computing environment. Many data were collected by sensor networks in Ubiquitous computing environment. There are many noises in these data. The aim of proposed method was to eliminate noises from stream data according to sensor networks. In experiment, we verified the performance of our proposed method by simulation data for Ubiquitous sensor networks.

Study about implementation of the system management application system that used an ubiquitous sensor network (유비쿼터스 센서 네트워크를 이용한 시스템관리 응용 시스템의 구현에 관한 연구)

  • Nam, Sang-Yep;Lee, Min-Goo;Kang, Jung-Hun;Yoon, Myung-Hyun
    • IEMEK Journal of Embedded Systems and Applications
    • /
    • v.2 no.2
    • /
    • pp.116-122
    • /
    • 2007
  • System management application system is one of the most interesting fields in Ubiquitous Sensor Networks. It conforms to the property of Ubiquitous Sensor Networks very well, and it is the closest application for commercial use. We have two kinds of system management technology, such as the one which is accessed by web browser at anytime, anywhere and another one which is for local accessed system. In this paper, our purpose is implementation of system management application system which provides Mesh Sensor Networks topology with IP based agent platform and system management server. Furthermore we introduce the functions used for our recent implementation and propose several future issues about system management application system.

  • PDF

Implementation of the Living Alone Elderly People Protection System using Ubiquitous Sensor Networks (유비쿼터스 센서 네트워크를 이용한 독거노인 지킴이 시스템 구현)

  • Park, Hong-Jin
    • Journal of Korea Society of Industrial Information Systems
    • /
    • v.15 no.2
    • /
    • pp.41-48
    • /
    • 2010
  • Numerous researches are being made on applications based on ubiquitous sensor networks and super light, low power sensors. With the development of society, the aged population is expanding and living alone elders are one of important social issues in today's society. This paper implements the living alone elderly people protection system using ubiquitous sensor networks. By collecting and monitoring information on living alone elders using sensor nodes and sink nodes in web environment, we can perform more integrated management. The implemented living alone elderly people protection system can monitor living alone elders' situation and take actions promptly in emergency.

The Sensor Network based Home Control System: Supporting the Next Generation Home Gateway System for a Ubiquitous Home Environments

  • Park, Young-Choong;Ahn, Yang-Keun;Choi, Kwang-Soon;Jung, Kwang-Mo;Kim, Seong-Dong
    • Journal of Ubiquitous Convergence Technology
    • /
    • v.1 no.1
    • /
    • pp.23-27
    • /
    • 2007
  • Fruition for a diverse uIT(Ubiquitous Information Technology) service is currently required through the convergence of what is known as ubiquitous computing technology. In recent years, with the rapid growth of the need for information services, heavier demands have been made upon the supply of high-quality multimedia services that require a high bandwidth. Today, various home network solutions have been proposed to manage these service smoothly and a system able to deal with various types of network traffic without delays. In addition, in established home network environments that mix wired and wireless networks, along with the steady evolution of wireless network technology and the earnest development of ubiquitous computing technology, sensor-based wireless networks have emerged as a core solution for home networks. In this paper, a sensor network-based home control system supporting the next generation home gateway system for ubiquitous home environments is designed and implemented.

  • PDF

A novel architecture for localized key management in wireless sensor networks

  • Raazi, Syed Muhammad Khaliq-ur-Rahman;Lee, Sung-Young;Song, Young-Jae;Lee, Young-Koo
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2007.05a
    • /
    • pp.1091-1092
    • /
    • 2007
  • Wireless sensor networks (WSN) can be used in military surveillance, in which highly confidential data needs to be transmitted. In effect, security becomes a very important aspect in such networks. We present an efficient key management scheme for WSN. Our scheme is an improvement over SHELL [1] and mostly relies on communication within a cluster of nodes.

Adaptive Sensing based on Fuzzy System for Ubiquitous Sensor Networks (유비쿼터스 센서네트워크를 위한 퍼지시스템 기반 적응형 센싱)

  • Mateo, Romeo Mark A.;Lee, Jae-Wan
    • Journal of Internet Computing and Services
    • /
    • v.9 no.3
    • /
    • pp.51-58
    • /
    • 2008
  • Wireless sensor networks are used by various application areas to implement smart data processing and ubiquitous system. In the recent research of parking management system based on wireless sensor networks, adaptive sensing and efficient data processing are not considered. The effectiveness of implementing these distributed computing devices affects the performance of the applications in parking management. This paper proposes an adaptive sensing using fuzzy wireless sensor for the ubiquitous networks of parking management system. The fuzzy inference system is encoded in the sensor for efficient car presence detection. Moreover, a rule base adaptive module is proposed which wirelessly transmit the new values to each sensor for adapting the environment of car park area. The result of experiments shows that the fuzzy wireless sensor provides more throughputs and less time delays compared to a normal method of data gathering by wireless sensors.

  • PDF

Detecting Intrusion in IP-Based Ubiquitous Sensor Networks (IP 기반 유비쿼터스 센서 네트워크에서의 침입 탐지)

  • Amin, Syed Obaid;Hong, Choong-Seon
    • Proceedings of the Korean Information Science Society Conference
    • /
    • 2008.06a
    • /
    • pp.134-137
    • /
    • 2008
  • A novel Intrusion Detection and Response System (IDRS) for IP based Ubiquitous Sensor Networks (IP-USN) is proposed. According to the best of our knowledge this is the first security framework for any kind of IP based sensor devices. The proposed scheme is fast, lightweight in terms of computation and memory, which make it appropriate for resource constrained sensor devices.

  • PDF

R3: A Lightweight Reactive Ring based Routing Protocol for Wireless Sensor Networks with Mobile Sinks

  • Yu, Sheng;Zhang, Baoxian;Yao, Zheng;Li, Cheng
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.10 no.12
    • /
    • pp.5442-5463
    • /
    • 2016
  • Designing efficient routing protocols for a wireless sensor network with mobile sinks (mWSN) is a challenging task since the network topology and data paths change frequently as sink nodes move. In this paper, we design a novel lightweight reactive ring based routing protocol called R3, which removes the need of proactively maintaining data paths to mobile sinks as they move in the network. To achieve high packet delivery ratio and low transmission cost, R3 combines ring based forwarding and trail based forwarding together. To support efficient ring based forwarding, we build a ring based structure for a network in a way such that each node in the network can easily obtain its ring ID and virtual angle information. For this purpose, we artificially create a virtual hole in the central area of the network and accordingly find a shortest cycled path enclosing the hole, which serves as base ring and is used for generating the remaining ring based structure. We accordingly present the detailed design description for R3, which only requires each node to keep very limited routing information. We derive the communication overhead by ring based forwarding. Extensive simulation results show that R3 can achieve high routing performance as compared with existing work.

Energy efficient Sensor Network for ubiquitous greenhouse by using Wireless Mesh Networks (유비쿼터스 그린하우스를 위한 무선 메쉬 네트워크를 이용한 에너지 효율적인 센서 네트워크)

  • Im, Hyuk-Jin;Ju, Hui-Dong;Lee, Meong-Hun;Yoe, Hyun
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.12 no.12
    • /
    • pp.2307-2314
    • /
    • 2008
  • The study that automates the variety of equipment using the USN(Ubiquitous Sensor Networks) has been executed, and the research field is ranged to almost all fields including a road, harbors. building, military affairs, agriculture and home. By deploying these sensors into the greenhouse environment, we can monitor the environmental change and the growth of plants 24 hours a day. However, the limited resources of a sensor node like limited energy, short transmission range etc, make it difficult to expand the size of the sensor networks. In this paper, we studied to expand the site of sensor networks by using WMN(Wireless Mesh Networks) with simulation. With this simulation, we could validate that using the Wireless Mesh Networks technology for expanding sensor networks is more efficient in the energy aspect than the normal sensor network.

A Study on the Ubiquitous Interface Technologies (유비쿼터스 인터페이스 기술에 대한 고찰)

  • Lee, Hyeon-Jae;Oh, Chang-Heon
    • Journal of Digital Convergence
    • /
    • v.4 no.1
    • /
    • pp.31-41
    • /
    • 2006
  • This article introduces developing trends of an 'Ubiquitous Interface' as an access method for use of various network resources, such as public wireless networks and un-licensed wireless networks in ubiquitous sensor network environments, without troublesome settings or operations by users. 'Ubiquitous Interface' is a relatively wide sense meaning not only physical interface of specified device or between processors, but anything method for access USN. These 'Ubiquitous Interface' able to provide seamless services that adapt autonomously to the user's movements and changes in the state of wireless resources. Recently, strongly recommended current technologies are RFID, NFC, Multi-mode mobile terminal, UMA mobile terminal and Wearable computer as a future ubiquitous interface. These technologies are have to have flexibility and multiple physical communication channels for seamless service hand over and serve easy connection at huge USN to user. Also, they have to must have flexible software structure. Finally, through the 'Ubiquitous Interface', we will be experience of seamless communication and realize a real liberty of communication.

  • PDF