• 제목/요약/키워드: Medical Sensor Networks

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무선 센서 네트워크의 채널 분석 (Channel Analysis of Wireless Sensor Networks)

  • 정경권;이용구;엄기환
    • 대한전자공학회:학술대회논문집
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    • 대한전자공학회 2006년도 하계종합학술대회
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    • pp.1009-1010
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    • 2006
  • In this paper we present the results of measurements that have been performed in order to obtain more accurate indoor channel models to feed realistic simulation for the wireless sensor network technology. This may contribute to obtain more reliable results and analysis of wireless sensor networks.

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Minimum LQI 기반의 On-demand 센서 네트워크 라우팅 프로토콜 (Minimum LQI based On-demand Routing Protocol for Sensor Networks)

  • 이완직;이원열;허석렬
    • 한국산학기술학회논문지
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    • 제10권11호
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    • pp.3218-3226
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    • 2009
  • 지금까지 다수의 센서 네트워크를 위한 on-demand 라우팅 프로토콜들이 제안되었다. 하지만 제안된 센서 네트워크용 on-demand 라우팅 프로토콜들은 대부분 hop count를 라우팅 메트릭으로 사용하기 때문에 상대적으로 열악한 무선 환경과 신뢰성을 요구하는 센서 응용에는 적합하지 않다. 본 논문에서는 이러한 환경에 적합한 minimum LQI(Link Quality Indicator) 기반의 on-demand 센서 네트워크 라우팅 프로토콜을 제안하였다. 또한 제안한 라우팅 프로토콜을 TinyOS 상에서 구현하였고, 멀티 홉 테스트 환경에서 hop count 기반의 라우팅 프로토콜과 성능을 비교, 측정하였다. 실험 결과, 제안된 라우팅 프로토콜이 열악한 무선 환경에서 더 나은 데이터 전송 성공률을 보임을 확인할 수 있었다.

Symptoms-Based Power-Efficient Communication Scheme in WBSN

  • Sasi, Juniven Isin D.;Yang, Hyunho
    • 스마트미디어저널
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    • 제3권1호
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    • pp.28-32
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    • 2014
  • It is practical nowadays to automate data recording in order to prevent loss and tampering of records. There are existing technologies that satisfy this needs and one of them is wireless sensor networks (WSN). Wireless body sensor networks (WBSN) are wireless networks and information-processing systems which are deployed to monitor medical condition of patients. In terms of performance, WBSNs are restricted by energy, and communication between nodes. In this paper, we focused in improving the performance of communication to achieve less energy consumption and to save power. The main idea of this paper is to prioritize nodes that exhibit a sudden change of vital signs that could put the patient at risk. Cluster head is the main focus of this study in order to be effective; its main role is to check the sent data of the patient that exceeds threshold then transfer to the sink node. The proposed scheme implemented added a time-based protocol to sleep/wakeup mechanism for the sensor nodes. We seek to achieve a low energy consumption and significant throughput in this study.

A precise sensor fault detection technique using statistical techniques for wireless body area networks

  • Nair, Smrithy Girijakumari Sreekantan;Balakrishnan, Ramadoss
    • ETRI Journal
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    • 제43권1호
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    • pp.31-39
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    • 2021
  • One of the major challenges in wireless body area networks (WBANs) is sensor fault detection. This paper reports a method for the precise identification of faulty sensors, which should help users identify true medical conditions and reduce the rate of false alarms, thereby improving the quality of services offered by WBANs. The proposed sensor fault detection (SFD) algorithm is based on Pearson correlation coefficients and simple statistical methods. The proposed method identifies strongly correlated parameters using Pearson correlation coefficients, and the proposed SFD algorithm detects faulty sensors. We validated the proposed SFD algorithm using two datasets from the Multiparameter Intelligent Monitoring in Intensive Care database and compared the results to those of existing methods. The time complexity of the proposed algorithm was also compared to that of existing methods. The proposed algorithm achieved high detection rates and low false alarm rates with accuracies of 97.23% and 93.99% for Dataset 1 and Dataset 2, respectively.

RFID와 무선 센서네트워크를 융합한 프로토콜에서의 보안 문제 (Security Issues in Combined Protocol Between RFID Application and Wireless Sensor Network)

  • 김정태
    • 한국정보통신학회:학술대회논문집
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    • 한국정보통신학회 2013년도 추계학술대회
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    • pp.154-155
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    • 2013
  • 본 논문에서는 무선 센서네트워크망을 이용한 헬스케어 시스템에서의 사용자 인증을 위한 프레임에서의 보안 문제를 해석하였다. 이러한 메디컬 센서 데이타는 환자의 몸으로 부터 신호를 받아 의사 등과 스태프에게 정보를 전달한다. 개개인의 정보가 취약성을 가지고 있으며, 비 인가된 제 3자에게 노출되고 있다. 따라서, 본 논문에서는 두 가지의 요소를 가진 사용자 인증 프로토콜을 설계할 때 문제시 되는 방법을 분석하였다. 또한 이러한 프로토콜에서 발생 가능한 위협 요소를 정의하였다.

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A New Cross-Layer QoS-Provisioning Architecture in Wireless Multimedia Sensor Networks

  • Sohn, Kyungho;Kim, Young Yong;Saxena, Navrati
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제10권12호
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    • pp.5286-5306
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    • 2016
  • Emerging applications in automation, medical imaging, traffic monitoring and surveillance need real-time data transmission over Wireless Sensor Networks (WSNs). Guaranteeing Quality of Service (QoS) for real-time traffic over WSNs creates new challenges. Rapid penetration of smart devices, standardization of Machine Type Communications (MTC) in next generation 5G wireless networks have added new dimensions in these challenges. In order to satisfy such precise QoS constraints, in this paper, we propose a new cross-layer QoS-provisioning strategy in Wireless Multimedia Sensor Networks (WMSNs). The network layer performs statistical estimation of sensory QoS parameters. Identifying QoS-routing problem with multiple objectives as NP-complete, it discovers near-optimal QoS-routes by using evolutionary genetic algorithms. Subsequently, the Medium Access Control (MAC) layer classifies the packets, automatically adapts the contention window, based on QoS requirements and transmits the data by using routing information obtained by the network layer. Performance analysis is carried out to get an estimate of the overall system. Through the simulation results, it is manifested that the proposed strategy is able to achieve better throughput and significant lower delay, at the expense of negligible energy consumption, in comparison to existing WMSN QoS protocols.

Wireless Body Area Networks의 관련기술과 연구경향에 대한 이해 (Understanding of Technologies and Research Trends of Wireless Body Area Networks)

  • 하일규;안병철
    • 한국정보통신학회논문지
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    • 제18권8호
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    • pp.1961-1972
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    • 2014
  • 최근 들어 정보통신기술과 의료기술의 통합에 관한 관심이 증가되면서 센서네트워크를 인체에 적용하고자 하는 WBAN(Wireless Body Area Networks)에 관한 연구가 활발히 진행되고 있다. 기존의 센서네트워크 기술은 WBAN에 이용될 수 있는 가능성을 가지고 있으나, 몇 가지 제약사항을 가지고 있다. 특히 신체의 각 센서는 신체의 각 부분을 관통하여 통신해야 할 가능성이 크므로 자유공간인 센서네트워크와는 상당히 다른 네트워킹 환경을 가진다. 따라서 WBAN에 관한 연구는 기존의 센서네트워크와는 다른 인체의 특성을 고려한 다양한 영역을 연구의 대상으로 하고 있다. 본 연구에서는 기존의 센서네트워크와는 다른 WBAN의 환경적인 특성을 조사하고, WBAN의 개념이 도입된 2001년 전후부터 SLR(Systematic Literature Review)기법을 이용하여 WBAN의 연구 경향을 체계적으로 조사한다. 이에는 연구 분류와 연구자의 특성 등이 포함된다. 조사 결과를 요약하고 향후 연구 과제를 전망한다.

USN 노드의 소비전력 절감을 위한 경로설정 기법 (A Routing Scheme for Reducing the Power Consumption of USN Nodes)

  • 이문호
    • Journal of Information Technology Applications and Management
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    • 제14권2호
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    • pp.1-10
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    • 2007
  • The ubiquitous computing system is expected to be widely utilized in digital home, logistics control, environment/disaster management, medical/health-care services and other applications. The ubiquitous sensor network (USN) is a key infra-structure of this system. Nodes in the USN are exposed to adverse environments and required to perform their missions with very limited power supply only. Also the sensor network is composed of much more nodes. In case some node consumes up its power capacity under a certain required level, the network topology should change and re-routing/ re-transmission of data is necessitated. Resultantly communication protocols studied for conventional wireless networks or ad-hoc networks are not suitable for the sensor network. Schemes should be devised to control the efficient usage of node power in the sensor network. This paper proposes a routing algorithm to enhance the efficiency of power consumption for USN node and analyzes its performance by simulation.

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MBAN(Medical Body Area Network)에서의 온톨로지 기반 상황인지 시스템 개발에 관한 연구 (A Study on the Ontology-Based Context Aware System for MBAN)

  • 왕종수;이동호
    • 디지털산업정보학회논문지
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    • 제7권1호
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    • pp.19-29
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    • 2011
  • The u-Healthcare system, a new paradigm, provides healthcare and medical service anytime, anywhere in daily life using wired and wireless networks. It only doesn't reach u-Hospital at home, to manage efficient personal health in fitness space, it is essential to feedback process through measuring and analyzing a personal vital signs. MBAN(Medical Body Area Network) is a core of this technology. MBAN, a new paradigm of the u-Healthcare system, can provide healthcare and medical service anytime, anywhere on real time in daily life using u-sensor networks. In this paper, an ontology-based context-awareness in MBAN proposed system development methodology. Accordingly, ontology-based context awareness system on MBAN to Elderly/severe patients/aged/, with measured respiratory rate/temperature/pulse and vital signs having small variables through u-sensor network in real-time, discovered abnormal signs and emergency situations which may happen to people at sleep or activity, alarmed and connected with members of a family or medical emergency alarm(Emergency Call) and 119 system to avoid sudden accidents for early detection. Therefore, We have proposed that accuracy of biological signal sensing and the confidence of ontology should be inspected.