• Title/Summary/Keyword: IEEE802.15.4a

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Neural network design for Ambulatory monitoring of elderly

  • Sharma, Annapurna;Lee, Hun-Jae;Chung, Wan-Young
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2008.10a
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    • pp.265-269
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    • 2008
  • Home health care with compact wearable units sounds to be a convenient solution for the elderly people living independently. This paper presents a method to detect fall from the other activities of daily living and also to classify those activities. This kind of ambulatory monitoring enables them to get an emergency help in the case of the fatal fall event and can provide their general health status by observing the activities being performed in daily life. A tri-axial accelerometer sensor is used to get the acceleration anomalies associated with the user's movements. The three axis acceleration data are transferred to the base station sensor node via an IEEE 802.15.4 compliant zigbee module. The base station sensor node sends the data to base station PC for an offline processing. This work shows the feature set preparation using the principal component analysis (PCA) for the designing of neural network. The work includes the most common activities of daily living (ADL) like Rest, Walk and Run along with the detection of fall events from ADL. The angle from the vertical is found to be the most significant feature parameter for classification of fall while mean, standard deviation and FFT coefficients were used as the feature parameter for classifying the other activities under consideration. The accuracy for detection of fall events is 86%. The overall accuracy for ADL and fall is 94%.

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A Study on the Automation in Construction using and RFID System (RFID 시스템을 이용한 건설 자동화 방안 도출을 위한 기초 연구)

  • Yoo, Jae-Min;Park, Eun-Soo;Jun, Young-Joon;Lee, Tai-Sik
    • Proceedings of the Korean Institute Of Construction Engineering and Management
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    • 2008.11a
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    • pp.729-732
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    • 2008
  • Complexity and Massive is the modem trend of construction project. The lack of timely and accurate construction data is the main cause for the lack productivity increases seen in other industries. Because information is essential in the construction production process, the lack of it will cause workers to stay idle, build the wrong thing that has to be redone, become involved in an accident or simply waste their time doing non-productive work. To aid construction automation and improve its productivity, RFID technology system should be developed. As a result of that, this study analyzes the status of RFID technologies in construction project and suggest advanced construction method. USN and RTLS system is analyzed in this study RFID system also can be used in construction management, material management, quality control, safety management and human resource management.

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The Pumping Node Architecture to Solve the Traffic Congestion Problem due to the Crowds of Mobile Nodes in Wireless Sensor Networks (고정 노드와 이동 노드가 상존하는 센서 네트워크에서 이동 노드 몰림 현상으로 인한 폭주 현상 해결을 위한 펌핑 노드 구조)

  • Lee, Dong-Kyu;Kim, Byung-Chul;Park, Sung-Ho;Kang, Soon-Ju
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.34 no.8B
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    • pp.777-785
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    • 2009
  • In recent wireless sensor networks, stationary nodes and mobile nodes co-exist to provide a diverse service. However, because there are multiple mobile nodes located in the wireless sensor network, there is a potential for the instability due to the frequent network reconfiguration and the traffic caused by densely concentration of mobile nodes while mobile nodes are switching locations. In order to solve this problem, we propose the pumping node architecture to solve this traffic congestion problem due to the crowds of mobile nodes. The pumping node can be reduced heavy traffic by pumping through the backbone network caused by the densely concentration of the mobile nodes. As a result, the architecture reduces the traffic in the sensor network with high reliability.

Remote Vital Sign Monitoring System Based on Wireless Sensor Network using Ad-Hoc Routing (애드혹 라우팅을 이용한 무선센서네트워크 기반의 원격 생체신호 모니터링 시스템)

  • Walia Gaurav;Lee Young-Dong;Chung Wan-Young
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2006.05a
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    • pp.426-429
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    • 2006
  • A distributed healthcare monitoring system prototype for clinical and trauma patients, was developed, using wireless sensor network node. The proposed system aimed to measure various vital physiological health parameters like ECG and body temperature of patients and elderly persons and transfer his/ her health status wirelessly in Ad-hoc network, to remote base station which was connected to doctor's PDA/PC or to a hospital's main Server using wireless sensor node. The system also aims to save the cost of healthcare facility for patients and the operating power of the system because sensor network is deployed widely and the distance from sensor to base station was shorter than in general centralized system. The wireless data communication will follow IEEE 802.15.4 frequency communication with ad-hoc routing thus enabling every motes attached to patients, to form a wireless data network to send data to base-station, providing mobility and convenience to the users in home environment.

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Lightweight IPsec protocol for IoT communication environments (IoT 통신 환경을 위한 경량 IPsec 프로토콜 연구)

  • Song, In-A;Oh, Jeong-Hyeon;Lee, Doo-Won;Lee, Young-Seok
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.11 no.1
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    • pp.121-128
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    • 2018
  • Internet of Things architecture connected to the Internet is a technology. However, Many paper research for the lightweight Protocol of IoT Environment. In these Paper excluded secure problem about protocol. So Light weight Protocol has weakness of secure in IoT environment. All of IoT devices need encryption algorithm and authentication message code for certain level of security. However, IoT environment is difficult to using existing security technology. For this reason, Studies for Lightweight IPsec is essential in IoT environment. For Study of Lightweight IPsec, We analyze existing protocols such as IPsec, 6LoWPAN for IEEE 802.15.4 layer and Lightweight IPsec based 6LoWPAN. The result is to be obtained for the lightweight IPsec protocols for IoT environment. This protocol can compatible with Internet network.

A Design of Home Network Module using RF Module-Chip (RF 모듈-칩(Module-Chip)을 이용한 홈 네트워크 모듈설계)

  • Kim, Myeung-Hwan;Cha, Jin-Man;Lee, Sang-Wook;Sung, Kil-Young;Park, Yeoun-Sik
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.13 no.2
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    • pp.431-436
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    • 2009
  • Home network is a rapidly growing area as new technologies are emerging, and new applications are being developed. The progress of home network technologies is growing the home network management technology for control and management of the digital appliances. Embodiment of these home network show marked ich have use for complicated and diversifiable processing. Design of home network system does very important stage through home network comes essential pars. In this paper, We designed and constitute Home network system which designs module using embedded system, STR710F Chip and CC2420 RF Module-Chip with the intention for using RS232C and USB.

Design and Implementation of Distributed Parking Space Management Service in Scalable LPWA-Based Networks (대규모 LPWA기반 네트워크에서 분산된 주차 공간 관리서비스의 설계 및 구현)

  • Park, Shinyeol;Jeong, Jongpil;Park, Dongbeom;Park, Byungjun
    • KIPS Transactions on Computer and Communication Systems
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    • v.7 no.10
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    • pp.259-268
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    • 2018
  • Due to the development of cities and the increase of vehicles, effective control of parking space management service in cities is needed. However, the existing parking lot management system does not provide limited or convenient service in terms of space and time. In this paper, we propose distributed parking space management service based on large scale LPWA (Low-Power Wide-Area). The parking sensor collects parking space information from the parking lot and is transmitted over a low-power wide network. All parking data is processed and analyzed in the IoT cloud. Through a parking space management service system in all cities, users are given the temporal convenience of determining the parking space and the area efficiency of the parking space.

Asynchronous Message Delivery among Mobile Sensor Nodes in Stationary Sensor Node based Real-Time Location Systems (고정형 센서 노드 기준 위치인식 시스템에서 이동형 센서 노드 간 비동기 메시지 전송방법)

  • Kim, Woo-Jung;Jeong, Seol-Young;Kim, Tae-Hyon;Kang, Soon-Ju
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.36 no.2B
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    • pp.148-158
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    • 2011
  • Stationary nodes and mobile nodes co-exist wireless sensor network(WSN) can provide variety of new services. The stationary sensor node acts not only the gathering the environmental sensing data but also a access point to bidirectional communication with numerous mobile sensor nodes(mobile node), and the mobile sensor nodes are installed inside mobile objects and identify the location in real-time and monitor the internal status of the object. However, only using the legacy WSN protocol, it is impossible to set up the stable network due to the several reasons caused by the free-mobility of the mobile nodes. In this paper, we suggest three methods to increase the hit-ratio of the asynchronous message delivery(AMD) among mobile nodes. We verified the performance of the suggested methods under the stationary-mobile co-existed WSN testbed.

Enhanced Accurate Indoor Localization System Using RSSI Fingerprint Overlapping Method in Sensor Network (센서네트워크에서 무선 신호세기 Fingerprint 중첩 방식을 적용한 정밀도 개선 실내 위치인식 시스템)

  • Jo, Hyeong-Gon;Jeong, Seol-Young;Kang, Soon-Ju
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.37 no.8C
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    • pp.731-740
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    • 2012
  • To offer indoor location-aware services, the needs for efficient and accurate indoor localization system has been increased. In order to meet these requirement, we presented the BLIDx(Bidirectional Location ID exchange) protocol that is efficient localization system based on sensor network. The BLIDx protocol can cope with numerous mobile nodes simultaneously but the precision of the localization is too coarse because that uses cell based localization method. In this paper, in order to compensate for these disadvantage, we propose the fingerprint overlapping method by modifying a fingerprinting methods in WLAN, and localization system using proposed method was designed and implemented. Our experiments show that the proposed method is more accurate and robust to noise than fingerprinting method in WLAN. In this way, it was improved that low location precision of BLIDx protocol.

Disign of Non-coherent Demodulator for LR-WPAN Systems (LR-WPAN 시스템을 위한 비동기 복조 알고리즘 및 하드웨어 구조설계)

  • Lee, Dong-Chan;Jang, Soo-Hyun;Jung, Yun-Ho
    • Journal of Advanced Navigation Technology
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    • v.17 no.6
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    • pp.705-711
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    • 2013
  • In this paper, we present a low-complexity non-coherent demodulation algorithm and hardware architecture for LR-WPAN systems which can support the variable data rate for various applications. The need for LR-WPAN systems that can support the variable data rate is increasing due to the emergence of various sensor applications. Since the existing symbol based double correlation (SBDC) algorithm requires the increase of complexity to support the variable data rate, we propose the sample based double correlation (SPDC) algorithm which can be implemented without the increase of complexity. The proposed non-coherent demodulator was designed by verilog HDL and implemented with FPGA prototype board.