• Title/Summary/Keyword: Sensor fusion

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POSITION ESTIMATION OF MOVING AGENT IN THE SENSOR NETWORK USING DISTRIBUTED SENSOR FUSION (분배형 센서 융합을 이용한 센서 네트워크에서의 이동 개체의 위치 추정)

  • Kim, Young-Kyun;Jung, Jin-Gu;Chwa, Dong-Kyoung;Hong, Suk-Kyo
    • Proceedings of the KIEE Conference
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    • 2007.07a
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    • pp.1785-1786
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    • 2007
  • 저가형 센서 노드와 임베디드 기술의 발달로 인하여 센서 노드가 보다 넓은 범위에서 사용되고 있으며, 센서 네트워크에 대한 연구 또한 활발히 진행 되고 있다. 하지만 많은 센서 노드로부터 오는 데이터를 처리하게 되면서 계산량 증가 및 노이즈에 의한 데이터 왜곡현상 등의 각종 문제가 고려되고 있다. 본 논문에서는 분배형 확장 칼만 필터(Distributed Extended Kalman Filter)를 설계하고 분배형 센서 융합 알고리즘을 이용하여 이러한 문제를 해결하고, 이동 개체의 위치 및 경로를 추정 한다.

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Optimization of vertical SOI slot optical waveguide with confinement factor and sensitivity for integrated-optical biochemical sensors (구속계수와 감지도에 기반한 집적광학 바이오케미컬 센서에 적합한 수직 SOI 슬롯 광 도파로 최적화)

  • Jung, Hongsik
    • Journal of Sensor Science and Technology
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    • v.30 no.3
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    • pp.131-138
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    • 2021
  • The optimization of the specifications of vertical silicon on insulator (SOI) slot optical waveguides suitable for integrated-optical biochemical sensors was performed through computational analysis of the confinement factor of the guided mode distributed in the slot in addition to analytical examination of the TE mode. The optimized specifications were confirmed based on sensitivity in terms of the change in the refractive index of the biochemical analyte. When the slot width, rail width, and height were set to 120 nm, 200 nm, and 320 nm, respectively, the confinement factor was evaluated to be about 56% and the sensitivity was at least 0.9 [RIU/nm].

Physics-based modelling for a closed form solution for flow angle estimation

  • Lerro, Angelo
    • Advances in aircraft and spacecraft science
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    • v.8 no.4
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    • pp.273-287
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    • 2021
  • Model-based, data-driven and physics-based approaches represent the state-of-the-art techniques to estimate the aircraft flow angles, angle-of-attack and angle-of-sideslip, in avionics. Thanks to sensor fusion techniques, a synthetic sensor is able to provide estimation of flow angles without any dedicated physical sensors. The work deals with a physics-based scheme derived from flight mechanic theory that leads to a nonlinear flow angle model. Even though several solvers can be adopted, nonlinear models can be replaced with less accurate but straightforward ones in practical applications. The present work proposes a linearisation to obtain the flow angles' closed form solution that is verified using a flight simulator. The main objective of the paper, in fact, is to analyse the estimation degradation using the proposed closed form solutions with respect to the nonlinear scheme. Moreover, flight conditions, where the proposed closed form solutions are not applicable, are identified.

Characteristics of Flexible Transparent Capacitive Pressure Sensor Using Silver Nanowire/PEDOT:PSS Hybrid Film (은나노와이어·전도성고분자 하이브리드 필름을 이용한 유연 투명 정전용량형 압력 센서의 특성)

  • Ahn, Young Seok;Kim, Wonhyo;Oh, Haekwan;Park, Kwangbum;Kim, Kunnyun;Choa, Sung-Hoon
    • Journal of the Microelectronics and Packaging Society
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    • v.23 no.3
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    • pp.21-29
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    • 2016
  • In this paper, we developed a flexible transparent capacitive pressure sensor which can recognize X and Y coordinates and the size of force simultaneously by sensing a change in electrical capacitance. The flexible transparent capacitive pressure sensor was composed of 3 layers which were top electrode, pressure sensing layer, and bottom electrode. Silver nanowire(Ag NW)/poly(3,4-ethylenedioxythiophene): poly(styrenesulfonate) (PEDOT:PSS) hybrid film was used for top and bottom flexible transparent electrode. The fabricated capacitive pressure sensor had a total size of 5 inch, and was composed of 11 driving line and 19 sensing line channels. The electrical, optical properties of the Ag NW/PEDOT:PSS and capacitive pressure sensor were investigated respectively. The mechanical flexibility was also investigated by bending tests. Ag NW/PEDOT:PSS exhibited the sheet resistance of $44.1{\Omega}/square$, transmittance of 91.1%, and haze of 1.35%. Notably, the Ag NW/PEDOT:PSS hybrid electrode had a constant resistance change within a bending radius of 3 mm. The bending fatigue tests showed that the Ag NW/PEDOT:PSS could withstand 200,000 bending cycles which indicated the superior flexibility and durability of the hybrid electrode. The flexible transparent capacitive pressure sensor showed the transmittance of 84.1%, and haze of 3.56%. When the capacitive pressure sensor was pressed with the multiple 2 mm-diameter tips, it can well detect the force depending on the applied pressure. This indicated that the capacitive pressure sensor is a promising scheme for next generation flexible transparent touch screens which can provide multi-tasking capabilities through simultaneous multi-touch and multi-force sensing.

Development of a Vehicle Positioning Algorithm Using In-vehicle Sensors and Single Photo Resection and its Performance Evaluation (차량 내장 센서와 단영상 후방 교차법을 이용한 차량 위치 결정 알고리즘 개발 및 성능 평가)

  • Kim, Ho Jun;Lee, Im Pyeong
    • Journal of Korean Society for Geospatial Information Science
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    • v.25 no.2
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    • pp.21-29
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    • 2017
  • For the efficient and stable operation of autonomous vehicles or advanced driver assistance systems being actively studied nowadays, it is important to determine the positions of the vehicle accurately and economically. A satellite based navigation system is mainly used for positioning, but it has a limitation in signal blockage areas. To overcome this limitation, sensor fusion methods including additional sensors such as an inertial navigation system have been mainly proposed but the high sensor cost has been a problem. In this work, we develop a vehicle position estimation algorithm using in-vehicle sensors and a low-cost imaging sensor without any expensive additional sensor. We determine the vehicle positions using the velocity and yaw-rate of a car from the in-vehicle sensors and the position and attitude of the camera based on the single photo resection process. For the evaluation, we built a prototype system, acquired test data using the system, and estimated the trajectory. The proposed algorithm shows the accuracy of about 40% higher than an in-vehicle sensor only method.

A Workshop Situation-Awareness System Using Sensor Ontology (센서 온톨로지를 활용한 작업장 상황인식 시스템)

  • Yun Sang-Yon;Kim Taek-Soo;Yoo Young-Dae;Sim Jung-Sub;Jo Myoung-Jin;Bae Jae-Hak
    • Proceedings of the Korean Information Science Society Conference
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    • 2006.06d
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    • pp.331-333
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    • 2006
  • 본 논문에서는 작업장 감지 시스템 WMS(Workshop Monitoring System)의 센서로부터 수집된 정보를 통하여 작업장 상황(Situation)을 지능적으로 인식할 수 있는 시스템을 개발하였다. 기존의 시스템은 개별 센서가 보낸 정보에 기반한 작업장 상황파악이 그 주된 기능이다. 본 연구에서는 센서 정보의 연관성을 파악하고 정상 및 비정상 상황을 구분함과 아울러 비정상 상황이 발생할 수 있는 원인을 분석하여 센서 온톨로지(Sensor Ontology)를 구축하였다. 이러한 지능적 상황인식을 통하여 유비쿼터스 환경에서 센서 융합(Sensor Fusion)형 상황인지를 가능하게 하는 시스템 구현 기초기술을 확보하였다.

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Time Synchronization by Consecutive Broadcast for Wireless Sensor Networks (연속 방송 패킷 전송에 의한 무선 센서 네트워크의 시각 동기화)

  • Bae, Shi-Kyu
    • The KIPS Transactions:PartC
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    • v.19C no.3
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    • pp.209-214
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    • 2012
  • Time synchronization is important role in a network, especially in Wireless Sensor Network (WSN) which is required for time-critical applications such as surveillance, tracking, data fusion and scheduling. Time synchronization in WSN should meet the other different requirements than the one in other networks because WSN has critical resource constraints, especially power consumption. This paper presents a new time synchronization scheme for WSN, which is energy efficient by reducing communication overhead. Simulation test shows this new scheme has better energy efficiency and performance of accuracy than existing schemes proposed previously.

Development of Acoustic Emission(AE) Sensor for Prognosis Detection of Bearing Fault (베어링 고장 예후검출을 위한 음향 방출(AE)센서 개발)

  • Lee, Chibum;Kim, Gyeongwoo;Park, Yeong-Il
    • Transactions of the Korean Society for Noise and Vibration Engineering
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    • v.24 no.6
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    • pp.429-436
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    • 2014
  • Most mechanical systems are now operating consistently and getting faster due to the development of automation systems. Peoples' dependence on machines have increased as when problems occur within the mechanical system, personal injury and production loss may come as a result, as most of the mechanical system's malfunctions are caused by the failure of the rotational bearing. What we need now is a maintenance system that can warn us when it detects abnormal conditions before significant damage occurs to the bearing. In this study, we have developed an acoustic emissions sensor that can figure if the bearing works under the normal condition. With this acoustic emissions sensor, we can inspect the bearing for defects by using the Heterodyne technique, which converts the ultrasound signal into audio, as a signal conditioning process.

Development of BioRobot System Based on Mobile Agent for Clinical Laboratory (임상병리검사를 위한 모바일 에이전트 기반의 바이오로봇 시스템 개발)

  • Choi, Byung-June;Jin, Sung-Moon;Sin, Seung-Hun;Koo, Ja-Choon;Kim, Min-Chul;Kim, Jin-Hyun;Son, Woong-Hee;Ahn, Ki-Tak;Chung, Wan-Kyun;Choi, Hyouk-Ryeol
    • The Journal of Korea Robotics Society
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    • v.2 no.4
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    • pp.317-326
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    • 2007
  • Recently, robotic automation in clinical laboratory becomes of keen interest as a fusion of bio and robotic technology. In this paper, we present a new robotic platform for clinical tests suitable for small or medium sized laboratories using mobile robots. The mobile robot called Mobile Agent is designed as transfer system of blood samples, reagents, microplates, and any instruments. Also, the developed mobile agent can perform diverse tests simultaneously based on its cooperative and distributed ability. The driving circuits for the mobile agent are embedded in the robot, and each mobile agent communicates with other agents by using Bluetooth communication. The RFID system is used to recognize patient information. Also, the magnetic hall sensor is embedded to remove and compensate the cumulated error of locomotion at the bottom of mobile agent. The proposed mobile agent can be easily used for various applications because it is designed to be compatible with general software development tools. The Mobile agents are manufactured, and feasibility of the robot and localization of the agents using magnetic hall sensor are validated by preliminary experiments.

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Development Brief of A Body Area Network for Ubiquitous Healthcare : An Introduction to Ubiquitous Biomedical Systems Development Center

  • Hong Joo-Hyun;Kim Nam-Jin;Cha Eun-Jong;Lee Tae-Soo
    • Journal of Biomedical Engineering Research
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    • v.26 no.5
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    • pp.331-335
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    • 2005
  • The fusion technology of small sensor and wireless communication was followed by various application examples of the embedded system, where the social infrastructural facilities and ecological environment were wirelessly monitored. In addition, this technology represents the primary application area being extended into the healthcare field. In this study, a body area network for ubiquitous healthcare is presented. More specifically this represents a wireless biomedical signal acquisition device characterized by small size, low power consumption, pre-processing and archiving capability. Using this device, a new method for monitoring vital signs and activity is created. A PDA-based wireless sensor network enables patients to be monitored during their daily living, without any constraints. Therefore, the proposed method can be used to develop Activities of Daily Living (ADL) monitoring devices for the elderly or movement impaired people. A medical center would be able to remotely monitor the current state of elderly people and support first-aid in emergency cases. In addition, this method will reduce medical costs in society, where the average life expectancy is increasing.