• Title/Summary/Keyword: Sensor Data Process

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Development of an Automatic Fog Water Collector (자동 안개 채취기 개발)

  • 이승규;신상열;김진영;김만구;김희갑;김민건;성주헌;박찬원;김일환
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.385-385
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    • 2000
  • In this paper, We presents the development of an automatic fog water collector that operates during fog events. This collector consists of fraction collectors, a wind hall and a fog sensor. If a fog event occurred, then the fog sensor wouldjudge whether it is a fog or not. If the fog sensor judged the fug, then the fog in the air would be rucked by suction fans. At the same time, the wind direction, the wind velocity, the atmospheric temperature and the atmospheric pressure would be measured and recorded. We are also developing a wireless communication system for the remote control and the remote data analysis in order to collect, store and process the data collected in the automatic fog water collector.

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Development of an Automatic Fog Water Collector (자동 안개 채취기 개발)

  • Lee, Seung-Kew;Kim, Il-Hwan
    • Journal of Industrial Technology
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    • v.20 no.B
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    • pp.183-188
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    • 2000
  • In this paper, we present a development of automatic fog water collector that operates during fog events. This collector consists of fraction collectors, a wind hall and a fog sensor. When a fog event is begin, then the fog sensor would judge whether it is a fog or not. If a fog is detected, the fog would be gathered by air suction fans, At the same time, the wind direction, the wind velocity, the atmospheric temperature and pressure would be measured and record simultaneously. We are also developing a wireless communication system for the remote control and data analysis to collect, store and process data collected in the automatic fog water collector.

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An Adaptive Threshold Determining Method in Senor Networks using Fuzzy Logic (통계적 여과기법에서 퍼지 규칙을 이용한 적응적 보안 경계 값 결정 방법)

  • Sun, Chung-Il;Cho, Tae-Ho
    • 한국정보통신설비학회:학술대회논문집
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    • 2008.08a
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    • pp.177-180
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    • 2008
  • There are many application areas of sensor networks, such as surveillance, hospital monitoring, and home network. These are dependent on the secure operation of networks, and will have serious outcome if the networks is injured. An adversary can inject false data into the network through the compromising node. Ye et al. proposed a statistical en-route filtering scheme (SEF) to detect such false data during forwarding process. In this scheme, it is important that the choice of the threshold value since it trades off security and overhead. This paper presents an adaptive threshold value determining method in the SEF using fuzzy logic. The fuzzy logic determines a security distance value by considering the situation of the network. The Sensor network is divided into several areas by the security distance value, it can each area to uses the different threshold value. The fuzzy based threshold value can reduce the energy consumption in transmitting.

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Obstacle Avoidance of Mobile Robot Based on Behavior Hierarchy by Fuzzy Logic

  • Jin, Tae-Seok
    • International Journal of Fuzzy Logic and Intelligent Systems
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    • v.12 no.3
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    • pp.245-249
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    • 2012
  • In this paper, we propose a navigation algorithm for a mobile robot, which is intelligently searching the goal location in unknown dynamic environments using an ultrasonic sensor. Instead of using "sensor fusion" method which generates the trajectory of a robot based upon the environment model and sensory data, "command fusion" method is used to govern the robot motions. The navigation strategy is based on the combination of fuzzy rules tuned for both goal-approach and obstacle-avoidance. To identify the environments, a command fusion technique is introduced, where the sensory data of ultrasonic sensors and a vision sensor are fused into the identification process.

Recovering missing data transmitted from a wireless sensor node for vibration-based bridge health monitoring

  • Kim, C.W.;Kawatani, M.;Ozaki, R.;Makihata, N.
    • Structural Engineering and Mechanics
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    • v.38 no.4
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    • pp.417-428
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    • 2011
  • This paper presents recovering of missing vibration data of a bridge transmitted from wireless sensors. Kalman filter algorithm is adopted to reconstruct the missing data analytically. Validity of the analytical approach is examined through a field experiment of a bridge. Observations demonstrate that, even a part of recovered acceleration responses is underestimated in comparison with those responses taken from cabled sensors, dominant frequencies taken from the reconstructed data are comparable with those from cabled sensors.

A Method to Destripe Imaging Spectroradiometer Data of SZ-3

  • Xiaoxiang, Zhu;Tianxi, Fan;Qian, Huang
    • Proceedings of the KSRS Conference
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    • 2003.11a
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    • pp.1278-1280
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    • 2003
  • Striping is a main factor for imaging spectroradiometer data, which is obtained by multi-sensor scanning on spacecraft. The reason causing stripes and the development of striping removal methods are simply described in this paper, particularly, the principle of Matching Empirical Distribution Functions is introduced in detail. By using this method, some experiments are done to destripe imaging spectrometer data of SZ-3. The result shows that the method of Matching Empirical Distribution Functions is available for destirping Imaging spectroradiometer data of SZ-3, and the quality of image is improved obviously. This will help to process the future similar instruments data.

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A Structured Overlay Network Scheme Based on Multiple Different Time Intervals

  • Kawakami, Tomoya
    • Journal of Information Processing Systems
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    • v.16 no.6
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    • pp.1447-1458
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    • 2020
  • This paper describes a structured overlay network scheme based on multiple different time intervals. Many types of data (e.g., sensor data) can be requested at specific time intervals that depend on the user and the system. These queries are referred to as "interval queries." A method for constructing an overlay network that efficiently processes interval queries based on multiple different time intervals is proposed herein. The proposed method assumes a ring topology and assigns nodes to a keyspace based on one-dimensional time information. To reduce the number of forwarded messages for queries, each node constructs shortcut links for each interval that users tend to request. This study confirmed that the proposed method reduces the number of messages needed to process interval queries. The contributions of this study include the clarification of interval queries with specific time intervals; establishment of a structured overlay network scheme based on multiple different time intervals; and experimental verification of the scheme in terms of communication load, delay, and maintenance cost.

A Development of Wireless Sensor Networks for Collaborative Sensor Fusion Based Speaker Gender Classification (협동 센서 융합 기반 화자 성별 분류를 위한 무선 센서네트워크 개발)

  • Kwon, Ho-Min
    • Journal of the Institute of Convergence Signal Processing
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    • v.12 no.2
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    • pp.113-118
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    • 2011
  • In this paper, we develop a speaker gender classification technique using collaborative sensor fusion for use in a wireless sensor network. The distributed sensor nodes remove the unwanted input data using the BER(Band Energy Ration) based voice activity detection, process only the relevant data, and transmit the hard labeled decisions to the fusion center where a global decision fusion is carried out. This takes advantages of power consumption and network resource management. The Bayesian sensor fusion and the global weighting decision fusion methods are proposed to achieve the gender classification. As the number of the sensor nodes varies, the Bayesian sensor fusion yields the best classification accuracy using the optimal operating points of the ROC(Receiver Operating Characteristic) curves_ For the weights used in the global decision fusion, the BER and MCL(Mutual Confidence Level) are employed to effectively combined at the fusion center. The simulation results show that as the number of the sensor nodes increases, the classification accuracy was even more improved in the low SNR(Signal to Noise Ration) condition.

Conceptual design and preliminary characterization of serial array system of high-resolution MEMS accelerometers with embedded optical detection

  • Perez, Maximilian;Shkel, Andrei
    • Smart Structures and Systems
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    • v.1 no.1
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    • pp.63-82
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    • 2005
  • This paper introduces a technology for robust and low maintenance cost sensor network capable to detect accelerations below a micro-g in a wide frequency bandwidth (above 1,000 Hz). Sensor networks with such performance are critical for navigation, seismology, acoustic sensing, and for the health monitoring of civil structures. The approach is based on the fabrication of an array of high sensitivity accelerometers, each utilizing Fabry-Perot cavity with wavelength-dependent reflectivity to allow embedded optical detection and serialization. The unique feature of the approach is that no local power source is required for each individual sensor. Instead one global light source is used, providing an input optical signal which propagates through an optical fiber network from sensor-to-sensor. The information from each sensor is embedded onto the transmitted light as an intrinsic wavelength division multiplexed signal. This optical "rainbow" of data is then assessed providing real-time sensing information from each sensor node in the network. This paper introduces the Fabry-Perot based accelerometer and examines its critical features, including the effects of imperfections and resolution estimates. It then presents serialization techniques for the creation of systems of arrayed sensors and examines the effects of serialization on sensor response. Finally, a fabrication process is proposed to create test structures for the critical components of the device, which are dynamically characterized.

Reservation based Multichannel CSMA Protocol for Improvement of Energy Consumption and QoS in Wireless Sensor Networks (무선 센서 네트워크 환경에서 에너지 소비 및 QoS를 고려한 예약기반 Multichannel CSMA 프로토콜)

  • Han, Jung-Ahn;Kim, Yun-Hyung;Lee, Moon-Ho;Kim, Byung-Gi
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.32 no.2A
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    • pp.143-151
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    • 2007
  • One of the consideration things to design protocol in wireless sensor networks is to maximize lifetime of sensor node as reducing energy consumption. In this paper propose reserve based multichannel CSMA mac protocol for minimizing energy consumption which arise from collision and waiting retransmission at channel access process in mac layer Each sensor node which constitute sensor networks has data channel and control channel. And as sensor node reserve channel for data transmission by using control channel and receipt node allow reservation node to use data channel, sending node can abbreviate try of retransmission after random interval time. Also, When sending node delivers selects option channel in available channels to receipt node, the receipt node decide whether the channel is available to oneself and through the result select transmission channel ultimately. Performance evaluation compare with previous simple multichannel CSMA.