• Title/Summary/Keyword: 모바일센싱

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A Big Data Application for Anomaly Detection in VANETs (VANETs에서 비정상 행위 탐지를 위한 빅 데이터 응용)

  • Kim, Sik;Oh, Sun-Jin
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.14 no.6
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    • pp.175-181
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    • 2014
  • With rapid growth of the wireless mobile computing network technologies, various mobile ad hoc network applications converged with other related technologies are rapidly disseminated nowadays. Vehicular Ad Hoc Networks are self-organizing mobile ad hoc networks that typically have moving vehicle nodes with high speeds and maintaining its topology very short with unstable communication links. Therefore, VANETs are very vulnerable for the malicious noise of sensors and anomalies of the nodes in the network system. In this paper, we propose an anomaly detection method by using big data techniques that efficiently identify malicious behaviors or noises of sensors and anomalies of vehicle node activities in these VANETs, and the performance of the proposed scheme is evaluated by a simulation study in terms of anomaly detection rate and false alarm rate for the threshold ${\epsilon}$.

A Design of Sensor Web service Framework for Wireless Sensor Networks Environment (무선 센서 네트워크 환경에 대한 센서 웹 서비스 프레임워크의 설계)

  • Kim, Yong-Tae;Jeong, Yoon-Su;Park, Byung-Joo;Park, Gil-Cheol
    • Journal of the Korea Society of Computer and Information
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    • v.14 no.10
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    • pp.123-131
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    • 2009
  • In this paper, we design ZigBee RF based framework for mobile web service on collected data by sensor node and transmitting data to data base by sensor network and remote sensing server through wireless connection. The proposed system is an integrated platform of sensor network for the sensor management and providing SOA based sensor web access. This paper combines SOA technology with sensor network. composes sensor node as web view, and provides high capability. extensiveness, reliability, and usability to the user who accesses to sensor web. The mobile message conversion module, SOAP message processing module. WSDL message generator, and mobile web service module is embodied for improving the capacity of the framework. The capacity evaluation of local wireless communication system which is proposed in this paper is analyzed through NS-2 simulation.

Wearable Computing Platform for Sensor Networking (센서 네트워킹을 위한 웨어러블 컴퓨팅 플랫폼)

  • Lee, Tae-Gyu;Ko, Myung-Sook;Chung, Gi-Soo
    • Annual Conference of KIPS
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    • 2012.11a
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    • pp.1221-1224
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    • 2012
  • 본 논문은 모바일 사용자의 이동환경의 정보를 감지하고 전송하기 위해 디지털의류를 사용하는 웨어러블 컴퓨팅 플랫폼을 제안한다. 이러한 대안을 제시하기 위해서 센서네트워크 기술과 디지털의류기술의 균형적 시각을 갖고 각 기술의 사용자특성을 면밀히 관찰하여 웨어러블 컴퓨팅 사용자가 요구하는 기능 및 인터페이스를 구현해야한다. 따라서 웨어러블컴퓨팅 플랫폼을 제안하고 디지털 센싱의류와 센서네트워크 인터페이싱(Interfacing), 기술이력축적, 생산성향상, 개발 편의성증진 및 개발자확대, 표준사용자요구사항분석, 기기효율성강화, 웨어러블컴퓨팅시스템 구축 등의 효과를 보여주는 현황 및 이슈를 기술한다.

Survey on Truth Discovery in Mobile Crowdsensing and Its Application (모바일 크라우드센싱 시스템을 위한 진실 탐지 응용 동향 분석)

  • Yan Zhang;Yuhao Bai;Ming Li;Seung-Hyun Seo
    • Annual Conference of KIPS
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    • 2023.05a
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    • pp.104-106
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    • 2023
  • The mobile crowdsensing platform obtains sensing data from mobile users, and the involvement of the public increases the untrustworthy of collected data. In order to distinguish factual data from inaccurate data provided by untrustworthy users, the truth discovery method has been introduced for accurate data aggregation in mobile crowdsensing (MCS). To explore the application of truth discovery in mobile crowdsensing, we overview the general concepts of truth discovery algorithms. Finally, we summarize the main existing application prospects of truth discovery in mobile crowdsensing.

Development of a Portable and Disposable pH Sensor Based on Titanium Wire with High Electrochemical Sensing Performance (우수한 전기화학적 센싱 성능을 지닌 티타늄 와이어 기반의 휴대 및 일회용 pH 센서 개발)

  • Yoon, Eun Seop;Yoon, Jo Hee;Son, Seon Gyu;Kim, Seo Jin;Choi, Bong Gill
    • Applied Chemistry for Engineering
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    • v.32 no.6
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    • pp.700-705
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    • 2021
  • A portable and disposable pH sensor based on Ti wire was successfully developed for monitoring hydronium ion concentrations. A sensing electrode was prepared by electrochemically depositing iridium oxide onto a Ti wire, while a reference electrode was fabricated by coating Ag/AgCl ink on a Ti wire. Combining the two electrodes in the pH sensor enabled the collection of open circuit potential signals when the sensor was immersed in solutions of various pH values. The pH sensor exhibited excellent electrochemical sensing performance in terms of sensitivity, response time, repeatability, selectivity, and stability. To demonstrate point-of-measurement applications, the pH sensor was integrated with a wireless electronic module that could communicate with a mobile application. The portable pH sensor accurately measured pH changes in real samples. The results obtained were consistent with those of using a commercial pH meter.

Based on MQTT and Node-RED Implementation of a Smart Farm System that stores MongoDB (MQTT와 Node-RED를 기반한 MongoDB로 저장 하는 스마트 팜 시스템 구현)

  • Hong-Jin Park
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.16 no.5
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    • pp.256-264
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    • 2023
  • Smart farm technology using IoT is one of the technologies that can increase productivity and improve the quality of agricultural products in agriculture, which is facing difficulties due to the decline in rural population, lack of rural manpower due to aging, and increase in diseases and pests due to climate change. . Smart farms using existing IoT simply monitor farms, implement smart plant growers, and have automatic greenhouse opening and closing systems. This paper implements a smart farm system based on MQTT, an industry standard protocol for the Internet of Things, and Node-RED, a representative development middleware for the Internet of Things. First, data is extracted from Arduino sensors, and data is collected and transmitted from IoT devices using the MQTT protocol. Then, Node-RED is used to process MQTT messages and store the sensing data in real time in MongoDB, a representative NoSQL, to store the data. Through this smart farm system, farm managers can use a computer or mobile phone to check sensing information on the smart farm in real time, anytime, anywhere, without restrictions on time and space.

An Energy Consumption Model using Two-Tier Clustering in Mobile Sensor Networks (모바일 센서 네트워크에서 2계층 클러스터링을 이용한 에너지 소비 모델)

  • Kim, Jin-Su
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.17 no.12
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    • pp.9-16
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    • 2016
  • Wireless sensor networks (WSN) are composed of sensor nodes and a base station. The sensor nodes deploy a non-accessible area, receive critical information, and transmit it to the base station. The information received is applied to real-time monitoring, distribution, medical service, etc.. Recently, the WSN was extended to mobile wireless sensor networks (MWSN). The MWSN has been applied to wild animal tracking, marine ecology, etc.. The important issues are mobility and energy consumption in MWSN. Because of the limited energy of the sensor nodes, the energy consumption for data transmission affects the lifetime of the network. Therefore, efficient data transmission from the sensor nodes to the base station is necessary for sensing data. This paper, proposes an energy consumption model using two-tier clustering in mobile sensor networks (TTCM). This method divides the entire network into two layers. The mobility problem was considered, whole energy consumption was decreased and clustering methods of recent researches were analyzed for the proposed energy consumption model. Through analysis and simulation, the proposed TTCM was found to be better than the previous clustering method in mobile sensor networks at point of the network energy efficiency.

Cluster Topology Algorithm for Efficient Data Transmission in Wireless Body Area Network based on Mobile Sink (WBAN 환경에서 효율적인 데이터 전송을 위한 모바일 싱크기반의 클러스터 토폴로지 알고리즘)

  • Lee, Jun-Hyuk
    • Journal of the Institute of Electronics and Information Engineers
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    • v.49 no.12
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    • pp.56-63
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    • 2012
  • The WBAN technology means a short distance wireless network which provides each device interactive communication by connecting devices inside and outside of body. Standardization on the physical layer, data link layer, network layer and application layer is in progress by IEEE 802.15.6 TG BAN. Wireless body area network is usually configured in energy efficient using sensor and zigbee device due to the power limitation and the characteristics of human body. Wireless sensor network consist of sensor field and sink node. Sensor field are composed a lot of sensor node and sink node collect sensing data. Wireless sensor network has capacity of the self constitution by protocol where placed in large area without fixed position. Mobile sink node distribute energy consumption therefore network life time was increased than fixed sink node. The energy efficient is important matter in wireless body area network because energy resource was limited on sensor node. In this paper we proposed cluster topology algorithm for efficient data transmission in wireless body area network based mobile sink. The proposed algorithm show good performance under the advantage of grid routing protocol and TDMA scheduling that minimized overlap area on cluster and reduced amount of data on cluster header in error prone wireless sensor network based on mobile sink.

Design and Implementation of M2M-based Smart Factory Management Systems that controls with Smart Phone (스마트폰과 연동되는 M2M 기반 스마트 팩토리 관리시스템의 설계 및 구현)

  • Park, Byoung-Seob
    • Journal of the Korea Society of Computer and Information
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    • v.16 no.4
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    • pp.189-196
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    • 2011
  • The main issues of the researches are monitoring environment such as weather or temperature variation and natural accident, and sensor gateways which have mobile device, applications for mobile health care. In this paper, we propose the SFMS(Smart Factory Management System) that can effectively monitor and manage a green smart factory area based on M2M service and smart phone with android OS platform. The proposed system is performed based on the TinyOS-based IEEE 802.15.4 protocol stack. To validate system functionality, we built sensor network environments where were equipped with four application sensors such as Temp/Hum, PIR, door, and camera sensor. We also built and tested the SFMS system to provide a novel model for event detection systems with smart phone.

Implementation of a pervasive health care system for Cardiac patient on mobile environment (모바일 환경에서 심장병 환자를 위한 편재형 헬스 케어 시스템의 구현)

  • Kim, Jeong-Won
    • Journal of the Korea Society of Computer and Information
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    • v.13 no.5
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    • pp.117-124
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    • 2008
  • It improves human being's life quality that all people can have mure convenient medical service under pervasive computing environment. For a pervasive health care application for cardiac patient, we've implemented a health care system, which is composed of three parts. Various sensors monitor outer as well as inner environment of human such as temperature, humidity, light and electrocardiogram, etc. These sensors form a network based on Zigbee. And medical information server accumulates sensing values and performs back-end processing. To simply transfer these sensing values to a medical team is a simple level's medical service. So, we've designed a new service model based on back propagation neural network for more improved medical service. Our experiments show that a proposed healthcare system can give high level's medical service because it can recognize human's context more concretely.

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