• Title/Summary/Keyword: Sensor fusion

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A Study of design oil lubricator system using WLAN on based flexible link system (유연링크시스템 기반에서 WLAN 방식을 적용한 퓨전 주유시스템의 구조 설계에 대한 연구)

  • Kim, W.Y.;Hong, J.H.;Jung, J.H.;Song, G.Y.;Song, W.J.;Jung, Y.H.;Kim, H.J.
    • Proceedings of the Korean Institute of Electrical and Electronic Material Engineers Conference
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    • 2002.05a
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    • pp.137-140
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    • 2002
  • For the satisfying performance of a oil lubricator, design of a oil controller for the system which meets the required specifications and its supporting hardware that keep their functioning is important. Among the hardware of a control system, oil system are most vulnerable to malfunction. Thus it is necessary to keep track of accurate and reliable oil readings for good fusion oil lubricator performance. In case of oil lubricator, data loss, ssr trigger error faults, they are detected by examining the data system output values and the major values of the system, and then the faults are recognized by the analysis of symptoms of faults. If necessary electronic-sensor values are synthesized according to the types of faults, and then they are used for the controller instead of the raw data. In this paper, a fast-32bit cpu micorprocessor applied to the control of flexible link system with the sensor fault problems in the error module for exact positioning to show the applicability. It is shown that the fusion oil lubricator can provide a satisfactory loop performance even when the sensor faults occure

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Sonar-Based Certainty Grids for Autonomous Mobile Robots (초음파 센서을 이용한 자율 이동 로봇의 써튼티 그리드 형성)

  • 임종환;조동우
    • The Transactions of the Korean Institute of Electrical Engineers
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    • v.39 no.4
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    • pp.386-392
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    • 1990
  • This paper discribes a sonar-based certainty grid, the probabilistic representation of the uncertain and incomplete sensor knowledge, for autonomous mobile robot navigation. We use sonar sensor range data to build a map of the robot's surroundings. This range data provides information about the location of the objects which may exist in front of the sensor. From this information, we can compute the probability of being occupied and that of being empty for each cell. In this paper, a new method using Bayesian formula is introduced, which enables us to overcome some difficulties of the Ad-Hoc formula that has been the only way of updating the grids. This new formula can be applied to other kinds of sensors as well as sonar sensor. The validity of this formula in the real world is verified through simulation and experiment. This paper also shows that a wide angle sensor such as sonar sensor can be used effectively to identify the empty area, and the simultaneous use of multiple sensors and fusion in a certainty grid can improve the quality of the map.

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Si PIN Radiation Sensor with CMOS Readout Circuit

  • Kwon, Yu-Mi;Kang, Hee-Sung;Lee, Jung-Hee;Lee, Yong Soo
    • Journal of Sensor Science and Technology
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    • v.23 no.2
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    • pp.73-81
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    • 2014
  • Silicon PIN diode radiation sensors and CMOS readout circuits were designed and fabricated in this study. The PIN diodes were fabricated using a 380-${\mu}m$-thick 4-inch n+ Si (111) wafer containing a $2-k{\Omega}{\cdot}cm$ n- thin epitaxial layer. CMOS readout circuits employed the driving and signal processes in a radiation sensor were mixed with digital logic and analog input circuits. The primary functions of readout circuits are amplification of sensor signals and the generation of the alarm signals when radiation events occur. The radiation sensors and CMOS readout circuits were fabricated in the Institute of Semiconductor Fusion Technology (ISFT) semiconductor fabrication facilities located in Kyungpook National University. The performance of the readout circuit combined with the Si PIN diode sensor was demonstrated.

Input Estimation in Multi-Sensor Environment (다중 감지기 시스템 하에서의 입력 추정 필터 구현)

  • Park, Yong-H.;Hwang, Ik-H.;Yoon, Jang-H.;Seo, Jin-H.
    • Proceedings of the KIEE Conference
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    • 1995.07b
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    • pp.699-701
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    • 1995
  • An input estimation technique is derived in multi-sensor environment. The proposed approach distribute the computational burden of input estimation to each local sensor and fusion center without loss of its optimality. The performances of proposed method in 2-sensor system are compared with those in single sensor system. Simulation results show that a reliable maneuvering target tracking system can be constructed in multi-sensor environment via proposed approach.

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Sensor Network System to Operate Multiple Autonomous Transport Platform (다수의 무인운송플랫폼 운용을 위한 센서 네트워크 시스템)

  • Nam, Choon-Sung;Gim, Su-Hyeon;Lee, Suk-Han;Shin, Dong-Ryeol
    • Journal of Institute of Control, Robotics and Systems
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    • v.18 no.8
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    • pp.706-712
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    • 2012
  • This paper presents a sensor network and operation for multiple autonomous navigation platform and transport service. Multiple platform navigate with inside sensors and outside sensors while acquiring and process some useful information. Each platform communicates each other by navigational information through central main server. Efficient sensor network systems are considered for the scenario which some passengers call the service and the vehicle accomplish its transport service by transporting each caller to the destination by autonomous manners. In the scenario, all vehicles perform a role of sensor system to the central server and the server handles each information and integrate with faster procedure in the wireless 3G network.

Development of TOF Sensor for Vehicle Safety Support (차량 안전 지원용 TOF 센서 개발)

  • Shin, Seong-Yoon;Cho, Seung-Pyo;Shin, Kwang-Seong;Lee, Hyun-Chang
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2022.05a
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    • pp.670-671
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    • 2022
  • In this paper, we intend to develop a new TOF sensor that provides object occupancy information and location information by fusing the pixel value of the camera and the distance value of the TOF sensor. The developed sensor can be applied to school buses, school buses, city buses, and trucks (applicable to passenger vehicles).

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A Study on Biometric Model for Information Security (정보보안을 위한 생체 인식 모델에 관한 연구)

  • Jun-Yeong Kim;Se-Hoon Jung;Chun-Bo Sim
    • The Journal of the Korea institute of electronic communication sciences
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    • v.19 no.1
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    • pp.317-326
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    • 2024
  • Biometric recognition is a technology that determines whether a person is identified by extracting information on a person's biometric and behavioral characteristics with a specific device. Cyber threats such as forgery, duplication, and hacking of biometric characteristics are increasing in the field of biometrics. In response, the security system is strengthened and complex, and it is becoming difficult for individuals to use. To this end, multiple biometric models are being studied. Existing studies have suggested feature fusion methods, but comparisons between feature fusion methods are insufficient. Therefore, in this paper, we compared and evaluated the fusion method of multiple biometric models using fingerprint, face, and iris images. VGG-16, ResNet-50, EfficientNet-B1, EfficientNet-B4, EfficientNet-B7, and Inception-v3 were used for feature extraction, and the fusion methods of 'Sensor-Level', 'Feature-Level', 'Score-Level', and 'Rank-Level' were compared and evaluated for feature fusion. As a result of the comparative evaluation, the EfficientNet-B7 model showed 98.51% accuracy and high stability in the 'Feature-Level' fusion method. However, because the EfficietnNet-B7 model is large in size, model lightweight studies are needed for biocharacteristic fusion.

Access Control Policy of Data Considering Varying Context in Sensor Fusion Environment of Internet of Things (사물인터넷 센서퓨전 환경에서 동적인 상황을 고려한 데이터 접근제어 정책)

  • Song, You-jin;Seo, Aria;Lee, Jaekyu;Kim, Yei-chang
    • KIPS Transactions on Software and Data Engineering
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    • v.4 no.9
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    • pp.409-418
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    • 2015
  • In order to delivery of the correct information in IoT environment, it is important to deduce collected information according to a user's situation and to create a new information. In this paper, we propose a control access scheme of information through context-aware to protect sensitive information in IoT environment. It focuses on the access rights management to grant access in consideration of the user's situation, and constrains(access control policy) the access of the data stored in network of unauthorized users. To this end, after analysis of the existing research 'CP-ABE-based on context information access control scheme', then include dynamic conditions in the range of status information, finally we propose a access control policy reflecting the extended multi-dimensional context attribute. Proposed in this paper, access control policy considering the dynamic conditions is designed to suit for IoT sensor fusion environment. Therefore, comparing the existing studies, there are advantages it make a possible to ensure the variety and accuracy of data, and to extend the existing context properties.

Performance Enhancement of Attitude Estimation using Adaptive Fuzzy-Kalman Filter (적응형 퍼지-칼만 필터를 이용한 자세추정 성능향상)

  • Kim, Su-Dae;Baek, Gyeong-Dong;Kim, Tae-Rim;Kim, Sung-Shin
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.15 no.12
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    • pp.2511-2520
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    • 2011
  • This paper describes the parameter adjustment method of fuzzy membership function to improve the performance of multi-sensor fusion system using adaptive fuzzy-Kalman filter and cross-validation. The adaptive fuzzy-Kanlman filter has two input parameters, variation of accelerometer measurements and residual error of Kalman filter. The filter estimates system noise R and measurement noise Q, then changes the Kalman gain. To evaluate proposed adaptive fuzzy-Kalman filter, we make the two-axis AHRS(Attitude Heading Reference System) using fusion of an accelerometer and a gyro sensor. Then we verified its performance by comparing to NAV420CA-100 to be used in various fields of airborne, marine and land applications.

A Study of High Precision Position Estimator Using GPS/INS Sensor Fusion (GPS/INS센서 융합을 이용한 고 정밀 위치 추정에 관한 연구)

  • Lee, Jeongwhan;Kim, Hansil
    • Journal of the Institute of Electronics and Information Engineers
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    • v.49 no.11
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    • pp.159-166
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    • 2012
  • There are several ways such as GPS(Global Positioning System) and INS (Inertial Navigation System) to track the location of moving vehicle. The GPS has the advantages of having non-accumulative error even if it brings about errors. In order to obtain the position information, we need to receive at least 3 satellites information. But, the weak point is that GPS is not useful when the 혠 signal is weak or it is in the incommunicable region such as tunnel. In the case of INS, the information of the position and posture of mobile with several Hz~several hundreds Hz data speed is recorded for velocity, direction. INS shows a very precise navigational performance for a short period, but it has the disadvantage of increasing velocity components because of the accumulated error during integration over time. In this paper, sensor fusion algorithm is applied to both of INS and GPS for the position information to overcome the drawbacks. The proposed system gets an accurate position information from experiment using SVD in a non-accessible GPS terrain.