• Title/Summary/Keyword: use of smart devices

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Combining smart materials for enhancing intelligent systems: initial studies, success cases and research trends

  • Diaz Lantada, A.;Lafont Morgado, P.;Munoz-Guijosa, J.M.;Munoz Sanz, J.L.;Echavarri Otero, J.;Chacon Tanarro, E.;De la Guerra Ochoa, E.
    • Smart Structures and Systems
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    • 제14권4호
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    • pp.517-539
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    • 2014
  • The combined use of smart materials, complementing each others' characteristics and resulting in devices with optimised features, is providing new solutions in many industries. The use of ingenious combinations of smart materials has led to improvements in actuation speed and force, signal-to-noise ratio, sensor precision and unique capabilities such as self-sensing self-healing systems and energy autonomy. This may all give rise to a revival for numerous families of smart materials, for which application proposals had already reached a stationary situation. It may also provide the boost needed for the definitive industrial success of many others. This study focuses on reviewing the proposals, preliminary studies and success cases related to combining smart materials to obtain multifunctional, improved systems. It also examines the most outstanding applications and fields for the combined use of these smart materials. We will also discuss related study areas which warrant further research for the development of novel approaches for demanding applications.

소셜 네트워크 게임의 지속사용의도에 영향을 미치는 요인에 관한 연구 : 스마트 기기 사용자를 중심으로 (A Study of Factors Affecting Continuous Intention of Social Network Games : Focusing on Smart Device Users)

  • 김정욱;장철호
    • 한국IT서비스학회지
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    • 제13권3호
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    • pp.235-255
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    • 2014
  • Social Network Service (SNS) with emergence of Web 2.0 have been developed rapidly. Unlike other games, social network game is based on the relationship with smart devices and studied for user-centered behavior as a potential factor derived from the Technical Acceptance Model (TAM). This research is conducted for finding out influencing factors on continuous intention for smart device users. Therefore, the independent variables consist of subjective norm, mobility, playfulness, self-efficacy, and ease of use. The intermediate variables also compose of flow, and user satisfaction and the dependent variables as continuous intention. The result of study shows the following: First, subjective norm, playfulness, self-efficacy and ease of use except mobility have the positive effect on user flow. Second, subjective norm, mobility, playfulness and ease of use except self-efficacy have significantly the positive effect on user satisfaction. Finally, user flow has significantly the positive effect on user satisfaction and continuance intention and a factor of user satisfaction have significantly the positive effect on continuance intention.

Contents Sharing System for Push/Pull Services in DLNA-based Home Networks

  • Choi, SoonPil;Park, ByoungSeob;Kim, ChungKyue
    • 한국컴퓨터정보학회논문지
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    • 제20권8호
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    • pp.85-92
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    • 2015
  • Due to the advancements in the capabilities of smart devices and home networks, we are able to easily access multimedia contents stored in a home server. In this paper, we present a wireless media content sharing mechanism for home networks that utilizes UPnP-based DLNA technology. We also present a novel Peer-to-Peer content sharing system that is able to operate on the client as well as server. Our system supports multiple push/pull services simultaneously via a multi-thread technique, and our intuitive user interface facilitates ease of use. Future studies would explore the feasibility of implementing our system in a multi-hop environment or providing a community-wide service.

이미지 블록 디바이스를 위한 BLE 다중 접속기술 기반 이미지 분할 송수신 기술의 설계 및 구현 (Design and Implementation of Image Segmentation Tx/Rx Technology Based On BLE(Bluetooth Low Energy) Multiple Access Technology for Image Block Devices)

  • 곽창섭;이영순
    • 한국멀티미디어학회논문지
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    • 제24권6호
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    • pp.825-837
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    • 2021
  • The Bluetooth Low Energy profile has the advantage of continuing wireless communication with very little power consumption compared to the existing Bluetooth, so it is widely applied to smart devices. Most of them are applied to Point-to-Point (1:1) communication between Central (Master) and Peripheral (Slave), but can be applied to Point-to-Multiple (1:N) wireless communication through the use of multiple threads and timers. Therefore, in this paper, a precise timer was designed in the BLE profile to devise an image segmentation transmission/reception structure based on multiple access, and a smart image block device applied to it was designed and verified.

Dynamic Computation Offloading Based on Q-Learning for UAV-Based Mobile Edge Computing

  • Shreya Khisa;Sangman Moh
    • 스마트미디어저널
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    • 제12권3호
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    • pp.68-76
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    • 2023
  • Emerging mobile edge computing (MEC) can be used in battery-constrained Internet of things (IoT). The execution latency of IoT applications can be improved by offloading computation-intensive tasks to an MEC server. Recently, the popularity of unmanned aerial vehicles (UAVs) has increased rapidly, and UAV-based MEC systems are receiving considerable attention. In this paper, we propose a dynamic computation offloading paradigm for UAV-based MEC systems, in which a UAV flies over an urban environment and provides edge services to IoT devices on the ground. Since most IoT devices are energy-constrained, we formulate our problem as a Markov decision process considering the energy level of the battery of each IoT device. We also use model-free Q-learning for time-critical tasks to maximize the system utility. According to our performance study, the proposed scheme can achieve desirable convergence properties and make intelligent offloading decisions.

A Manually Captured and Modified Phone Screen Image Dataset for Widget Classification on CNNs

  • Byun, SungChul;Han, Seong-Soo;Jeong, Chang-Sung
    • Journal of Information Processing Systems
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    • 제18권2호
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    • pp.197-207
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    • 2022
  • The applications and user interfaces (UIs) of smart mobile devices are constantly diversifying. For example, deep learning can be an innovative solution to classify widgets in screen images for increasing convenience. To this end, the present research leverages captured images and the ReDraw dataset to write deep learning datasets for image classification purposes. First, as the validation for datasets using ResNet50 and EfficientNet, the experiments show that the dataset composed in this study is helpful for classification according to a widget's functionality. An implementation for widget detection and classification on RetinaNet and EfficientNet is then executed. Finally, the research suggests the Widg-C and Widg-D datasets-a deep learning dataset for identifying the widgets of smart devices-and implementing them for use with representative convolutional neural network models.

Personal Informatics as an Information Ecology: Activity Trackers and Relational Affordances

  • Jarrahi, Mohammad Hossein
    • International Journal of Knowledge Content Development & Technology
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    • 제12권1호
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    • pp.7-16
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    • 2022
  • With the proliferation of activity-tracking devices and other smart tools, more users leverage these personal informatics technologies to track their physical and fitness-related activities. The research on the benefits (and limitations) of these devices tends to focus on the use of a single tool, leaving out the interactions among multiple technologies, and how these interactions influence the way users perceive their affordances. Building from an ecological perspective, I extend this research by providing insight into the competitive and complementary relationships among activity tracking devices and other fitness-related and personal informatics technologies within the device ecology of technologies around the user. The affordances of these devices are therefore not enacted in isolation but are relational to understanding of other technological options and differing personal preferences and goals of the user.

쉬운 키패드 - 스마트 기기에서 사용하는 로그인 정보 입력만을 위한 소프트키보드 (Easy Keypad - Soft Keyboard for Login Information Input in Smart Devices)

  • 고형대
    • 디지털산업정보학회논문지
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    • 제10권2호
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    • pp.107-120
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    • 2014
  • In this paper, we suggest a soft keyboard, called easy keypad, that we use only for login information input in smart devices. Especially, as easy keypad is applied to MTS(Mobile Trading System) we suggest easy keypad in MTS. Easy keypad UI in MTS represents 20 letters and users input login information by using 20 letters. We suggest protocol which decides letters represented in easy keypad UI, which is code for users to input login information by using 20 letters. We analyze easy keypad's safe degree for soft keyboard security threat, especially when it comes to point hacking, we suggest comparison among original soft keyboard's safe degree. Also we suggest mathematical fomula for measuring soft keyboard's convenience and then we analyze the result of soft keyboard's convenience by the presented mathematical formula.

과학관련 사회쟁점(SSI) 토론 수업에서 스마트 기기의 활용 방식과 수업의 특징 (Features of Using Smart Devices in Socioscientific Issues Debate Classes)

  • 남혜인;강훈식;노태희
    • 한국과학교육학회지
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    • 제37권5호
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    • pp.787-797
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    • 2017
  • 이 연구에서는 고등학생의 과학관련 사회쟁점(SSI) 수업에서 스마트 기기를 활용함으로써 나타나는 특징을 분석하였다. 경기도에 소재한 고등학교에 재학 중인 27명의 학생들을 대상으로 스마트 기기를 활용한 SSI 토론 수업을 진행하였다. 스마트 기기를 활용한 SSI 수업을 자료 탐색, 자료 공유, 자료 요약 및 정리, 교실 토론, 온라인 토론의 총 5단계로 구분하여 단계별 특징을 분석하였다. 연구 결과, 자료 탐색 단계에서 학생들은 각자의 지식과 관심을 반영하여 자기주도적으로 심층적인 자료를 수집하였으며, 자신이 이해하기 쉬운 형태의 자료를 선택하여 학습하였다. 자료 공유 단계에서는 온라인보다 오프라인에서의 공유가 활발하게 일어났으며, 공유 과정을 통해 수집한 근거의 구체성과 타당성 및 출처의 명확성이 향상되었다. 자료 요약 및 정리 단계에서 학생들은 스마트 기기보다는 종이에 자료를 정리하였으나, 대부분의 학생들은 토론 과정에서 정리한 자료를 제대로 활용하지 못하였다. 교실 토론 단계에서는 구체적 근거에 기반한 주장과 반박이 활발하게 이루어졌으며, 이는 토론에 대한 학생들의 흥미를 높여 적극적인 토론 참여로 이어졌다. 온라인 토론 단계에서는 학생들이 양측의 논거를 재정리하고 검토할 뿐 아니라, 교실 토론에서 소극적이었던 학생들의 토론 참여가 높아지는 것으로 나타났다. 이러한 연구 결과를 바탕으로 스마트 기기를 활용한 SSI 수업을 효과적으로 진행하기 위한 방안에 대해 논의하였다.

승객 휴대 전자기기 사용에 대한 위해요인 식별 및 리스크 평가 (Hazard Identification and Risk Assessment for the Use of Passenger Portable Electronic Devices)

  • 임인규;김무근;강자영
    • 한국항행학회논문지
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    • 제22권4호
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    • pp.288-294
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    • 2018
  • 항공기의 엔터테인먼트 시스템은 고정된 모니터를 사용하는 대신에 승객 개인의 휴대용 전자기기를 사용하는 형태로 그 패러다임이 바뀌었다. 이로 인해 기내 설비는 간소해진 반면 휴대용 전자기기들의 전기 충전으로 안전에 대한 리스크는 증가되었다. 송신 기능이 없는 개인 휴대전자기기와 달리 와이파이 기능이 있는 전자기기(T-PED)의 사용이 허용되고 기내에서 배터리의 충전도 요구된다. 본 연구에서는 기내 무선 환경과 엔터테인먼트 서비스의 변화에 따른 영향을 조사하기 위해 NASA 항공안전보고시스템을 이용하여 기내 전자기기 사용 관련 자료를 분석하였다. 이를 기초로 하여, 항공기 안전관리 관점에서 비행 중에 발생된 객실 전자장비나 승객 휴대용 전자기기(특히 스마트폰)로 인한 이벤트 발생 사례를 공유하여 개인용 전자기기의 위험성을 분석하였다. 이러한 분석을 위해 잠재적 위해요인의 식별과 리스크 평가 작업이 수행되었으며, 최종적으로 휴대용 전자기기의 안전한 사용을 위한 리스크 완화 전략이 제시되었다.