• Title/Summary/Keyword: Embedded Training

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Sensorless Force Control with Observer for Multi-functional Upper Limb Rehabilitation Robot (다기능 재활운동을 위한 힘 센서가 없는 상지 재활 로봇의 힘 제어)

  • Choi, Jung Hyun;Oh, Sehoon;An, Jinung
    • The Journal of Korea Robotics Society
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    • v.12 no.3
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    • pp.356-364
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    • 2017
  • This paper presents a force control based on the observer without taking any force or torque measurement from the robot which allows realizing more stable and robust human robot interaction for the developed multi-functional upper limb rehabilitation robot. The robot has four functional training modes which can be classified by the human robot interaction types: passive, active, assistive, and resistive mode. The proposed observer consists of internal disturbance observer and external force observer for distinctive performance evaluation. Since four training modes can be quantitatively identified as impedance variation, position-based impedance control with feedback and feedforward controller was applied to the assistive training mode. The results showed that the proposed sensorless observer estimated cleaner and more accurate force compared to the force sensor and the impedance controller embedded with the proposed observer completed the assistive training mode safely and properly.

Development of Edutainment platform for Developmental Disability Children (발달장애 아동을 위한 에듀테인먼트 플랫폼 개발)

  • Kim, Jung-Eun;Choi, Ei-Kyu;Shin, Byeong-Seok
    • Journal of Korea Game Society
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    • v.8 no.4
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    • pp.65-73
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    • 2008
  • In this paper, we designed and implemented edutainment platform that can be effectively applied to developmental disabilities for their education and treatment of sensibility and intelligence training. We developed embedded hardware and contents authoring tool to make multimedia contents operated on the hardware, a management tool to provide result of training, and a real-time monitoring tool for observing the state of study. The hardware is designed by considering the characteristics of developmental disabilities and provides visual, auditory and tactile sense to assist sensibility training for their attention. User-friendly and easy-to-use authoring tool enable teachers and non-specialist to make educational contents. Also the real-time monitoring tool make us to observe user's status even in the outside of classroom. The management tool stores result of training and make us to review the result for further steps. Using this edutainment platform, efficient repetitive training is possible without restriction of time and location. Also when it applied to practical education, we can recognize that our system is effective on improving the ability of attention and studying.

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Control System for Smart Medical Illumination Based on Voice Recognition (음성인식기반 스마트 의료조명 제어시스템)

  • Kim, Min-Kyu;Lee, Soo-In;Cho, Hyun-Kil
    • IEMEK Journal of Embedded Systems and Applications
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    • v.8 no.3
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    • pp.179-184
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    • 2013
  • A voice recognition technology as a technology fundament plays an important role in medical devices with smart functions. This paper describes the implementation of a control system that can be utilized as a part of illumination equipment for medical applications (IEMA) based on a voice recognition. The control system can essentially be divided into five parts, the microphone, training part, recognition part, memory part, and control part. The system was implemented using the RSC-4x evaluation board which is included the micro-controller for voice recognition. To investigate the usefulness of the implemented control system, the experiments of the recognition rate was carried out according to the input distance for voice recognition. As a result, the recognition rate of the control system was more than 95% within a distance between 0.5 and 2m. The result verified that the implemented control system performs well as the smart control system based for an IEMA.

Doubly-Selective Channel Estimation for OFDM Systems Using a Pilot-Embedded Training Scheme

  • Wang, Li-Dong;Lim, Dong-Min
    • Journal of electromagnetic engineering and science
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    • v.6 no.4
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    • pp.203-208
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    • 2006
  • Channel estimation and data detection for OFDM systems over time- and frequency-selective channels are investigated. Relying on the complex exponential basis expansion channel model, a pilot-embedded channel estimation scheme with low computational complexity and spectral efficiency is proposed. A periodic pilot sequence is superimposed at a low power on information bearing sequence at the transmitter before modulation and transmission. The channel state information(CSI) can be estimated using the first-order statistics of the received data. In order to enhance the performance of channel estimation, we recover the transmitted data which can be exploited to estimate CSI iteratively. Simulation results show that the proposed method is suitable for doubly-selective channel estimation for the OFDM systems and the performance of the proposed method can be better than that of the Wiener filter method under some conditions. Through simulations, we also analyze the factors which can affect the system performances.

OBTS(On-board Training System) Construction Plan for ROK Navy CVX (해군 항공모함(CVX)을 위한 함정 탑재형 훈련체계(OBTS) 구축 방안)

  • Kim, Seejeong;Jung, Kyung-Nam
    • Journal of the Korea Society for Simulation
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    • v.31 no.2
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    • pp.21-32
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    • 2022
  • The ROK Navy is seeking to secure an aircraft carrier(CVX) to take responsibility for the maritime security of the Republic of Korea. In order for the CVX to complete the mission given to it, the crew must be able to operate the CVX perfectly, and for this purpose, the operating skills of the CVX crew result from constant training. Therefore, this paper proposes an On-board Training System(OBTS) so that the best training can always be performed even on ship. CVX OBTS should be built in the form of a thorough simulator based on a Synthetic Training Environment(STE) so that it can be optimally applied to ship and provide the best training environment to the crew. In order to satisfy the various training requirements and implementation conditions of the CVX, this paper proposes a plan to consist of Embedded Training System(ETS), VR training system, AR maintenance system, MR training system, MR metaverse training system, and realistic simulator training system.

Automated Assessment System for Train Simulators

  • Schmitz, Marcus;Maag, Christian
    • International Journal of Railway
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    • v.2 no.2
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    • pp.50-59
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    • 2009
  • Numerous train operating companies provide training by means of driving simulators. A detailed analysis in the course of the rail research project 2TRAIN has shown that the simulation technology, the purposes of training and the overall concept of simulator-based training are rather diverse (Schmitz & Maag, 2008). A joint factor however are weak assessment capabilities and the fact that the simulator training is often not embedded into the overall competence management. This fact hinders an optimal use of the simulators. Therefore, 2TRAIN aims at the development of enhanced training and assessment tools. Taking into account that several simulators are already in use, the focus lays on the extension of existing simulation technology instead of developing entirely new systems. This extension comprises (1) a common data simulation interface (CDSI), (2) a rule-based expert system (ExSys), (3) a virtual instructor (VI), and (4) an _assessment database (AssDB). The foundation of this technical development is an assessment concept (PERMA concept) that is based on performance markers. The first part of the paper presents this assessment concept and a process model for the two major steps of driver performance assessment, i.e. (1) the specification of exercise and assessment and (2) the assessment algorithm and execution of the assessment. The second part describes the rationale and the functionalities of the simulator add-on tools. Finally, recommendations for further technical improvement and appropriate usage are given. based on the results of a pilot study.

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Way of Training English Teacher's of Verbally Talented Children for convergence-based Education in the Digital Age (디지털 시대의 융·복합 교육을 위한 영어영재 교사교육 방안)

  • Park, Jinkyu
    • Journal of the Korea Convergence Society
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    • v.7 no.6
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    • pp.185-192
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    • 2016
  • This study tries to address several problems embedded in the training of English teachers for gifted programs. With a critical analysis of current English Education and English teacher training, the researcher points out some possible problems in English Education and English teacher training in South Korea. The researcher also points out possible problems in teaching English for Gifted Children. Based on the given problems, the researcher accordingly suggests available solution to English Education for gifted Children, and also better ways of English teacher training for gifted programs. The researcher suggests bilingual, production-based and convergence-based English education for gifted children and those English teachers for gifted children.

Hazard Recognition and Construction Safety Training Efficacy using Interactive Virtual Reality (VR)

  • Saiyad, Meeranali;Rybkowski, Zofia K.;Suermann, Patrick;Dixit, Manish;Luhan, Gregory;Shanbari, Hamzah
    • International conference on construction engineering and project management
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    • 2022.06a
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    • pp.1209-1216
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    • 2022
  • The majority of construction site incidents occur due to a lack of hazard awareness among workers on job sites. This lack of awareness is despite mandatory construction safety training, typically in the form of written content (safety manuals) or of images depicting hazards. To reduce job-site injuries and fatalities, general contractors have started adopting Virtual Reality (VR) to impart safety training to job site personnel. VR safety training can take the form of an immersive simulation comprising potential safety hazards intentionally embedded into a virtual job site; users are required to identify these hazards within a specified time frame with the expectation that they will be more adept at recognizing hazards on an actual job-site, resulting in fewer accidents. This research study seeks to identify the actual impacts of VR on construction safety awareness among participants. The research addresses the following question: Does VR improve hazard recognition awareness? The primary objective is to evaluate participants' performance of past construction safety awareness against present construction safety awareness after receiving VR training. Participants were asked to complete a multiple-choice Qualtrics™ questionnaire. The results of the study showed a statistically significant knowledge gain advantage with respect to hazard recognition and construction safety awareness with the use of interactive, immersive VR over a more conventional and passive safety training method.

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Database Investigation Algorithm for High-Accuracy based Indoor Positioning (WLAN 기반 실내 위치 측위에서 측위 정확도 향상을 위한 데이터 구축 방법)

  • Song, Jin-Woo;Hur, Soo-Jung;Park, Yong-Wan;Yoo, Kook-Yeol
    • IEMEK Journal of Embedded Systems and Applications
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    • v.7 no.2
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    • pp.85-93
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    • 2012
  • In this paper, we proposed Wireless LAN (WLAN) localization method that enhances database construction based on weighting factor and analyse the characteristic of the WLAN received signals. The weighting factor plays a key role as it determines the importance of Received Signal Strength Indication (RSSI) value from number of received signals (frequency). The fingerprint method is the most widely used method in WLAN-based positioning methods because it has high location accuracy compare to other indoor positioning methods. The fingerprint method has different location accuracies which depend on training phase and positioning phase. In training phase, intensity of RSSI is measured under the various. Conventional systems adapt average of RSSI samples in a database construction, which is not quite accurate due to variety of RSSI samples. In this paper, we analyse WLAN RSSI characteristic from anechoic chamber test, and analyze the causes of various distributions of RSSI and its influence on location accuracy in indoor environments. In addition, we proposed enhanced weighting factor algorithm for accurate database construction and compare location accuracy of proposed algorithm with conventional algorithm by computer simulations and tests.

Development of NCS-Based Technical Education Program for Analog Signal Processing (아날로그 신호처리를 위한 NCS 기반 기술교육 프로그램 개발)

  • Cho, Choon-Nam
    • Journal of the Korean Institute of Electrical and Electronic Material Engineers
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    • v.33 no.6
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    • pp.510-514
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    • 2020
  • Vocational education needs to be transformed to cultivate talents with diverse fusion competencies, which is in line with the recent changes that have become a part of the complex technological developments in the 4th Industrial Revolution. Therefore, it is very important for college graduates to obtain employment skills as they are required to prepare for careers within the complex environments of future societies. With the transition to the Internet of Things (IoT)-based control in the manufacturing industry, the development of technological education and related training programs is required to cultivate practical talents for students who have acquired not only the information on existing programmable logic controller (PLC)-based technology, but also that on embedded programming technology. Therefore, to develop an NCS-based education program for analog signal processing to ensure that programming can easily be learned for cultivating practical talent, this study summarizes the opinions of field experts, selects the appropriate NCS competency unit, and designs an adequate technology education training program.