• Title/Summary/Keyword: Information device

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CNN Model Compression and On-Device Inference Acceleration (CNN 모델의 경량화 및 On-Device 추론 가속)

  • An Jae Jun;Lee Min Seo;Hong Seok In
    • Proceedings of the Korea Information Processing Society Conference
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    • 2024.05a
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    • pp.7-8
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    • 2024
  • 본 연구에서는 CNN 모델의 경량화 및 on-device 추론 가속을 목표로 한다. 경량화 기법으로는 QAT 기법을 사용하며 여러 환경에서의 성능을 비교한다. 이어서 on-device 추론 가속을 위해 Jetson Nano Board 에서 TensorRT 변환을 통해 모델을 최적화한다.

Location-Based Device Identification Algorithm for Device-to-Device Communication (기기간 직접통신을 위한 위치 정보 기반의 기기 식별 방법)

  • Park, Eunhye;Kang, Joonhyuk
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38A no.10
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    • pp.893-897
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    • 2013
  • Recently the interest on device-to-device (D2D) communication has been increased due to the growing popularization of smart phones and tablet PCs. However, existing device identification mechanisms of D2D communication provide a text-based long list of possible devices, which leads the users to avoid to use D2D techniques. In this paper, we propose a location-based device identification technique for D2D communication. This paper describes the algorithm, analyzes its accuracy using analytical models, and verifies the results using computer simulations. The proposed algorithm is more user-friendly and intuitive way than existing D2D techniques.

Security Core Technology Implementation for MTM Hardware-Based Smart Devices (MTM하드웨어 기반 스마트 단말 보안 핵심기술 구현)

  • Kim, Jeong Nyeo
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.26 no.6
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    • pp.1455-1459
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    • 2016
  • Recently, the frequency of dealing important information regarding financial services like paying through smart device or internet banking on smart device has been increasing. Also, with the development of smart device execution environment towards open software environment, it became easier for users to download and use random application software, and its security aspect appears to be weakening. This study will inspect features of hardware-based smart device security technology. Furthermore, this study will propose a realization method in MTM hardware-based secure smart device execution environment for application software runs that in smart device.

A study on BSN data collection technique through mobile devices in a cloud environment

  • Hwang, Chigon;Kim, Hyung-Seok;Lee, Jong-Yong;Jung, Kyedong
    • International journal of advanced smart convergence
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    • v.6 no.2
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    • pp.82-88
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    • 2017
  • The data generated by the BSN sensor attached to the human body is mostly mobile. Accordingly, in a mobile cloud environment that processes BSN data, the service should not be fixed in a specific area but be able to support it according to the move. The mobile device must be able to process, filter and transmit the collected BSN data. The cloud server must be able to collect the data processed by the mobile device and provide it as a service. And the transfer of data requires standardized transfer between each device. In this paper, we propose a data delivery method through standard schema when mobile device processes data and provides service in cloud system and a data processing method according to the movement of the mobile device.

Design of A Force-Reflecting Device and Embedded Controller

  • Kim, Dae-Hyun;Moon, Cheol-Hong;Choi, Han-Soo;Kim, Yeong-Dong
    • 제어로봇시스템학회:학술대회논문집
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    • 2005.06a
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    • pp.2397-2401
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    • 2005
  • It is well understood that force reflecting coupled with visual display can be an important two-way communication channel in human-computer interaction. In this work, important components for a high-fidelity system bandwidth are force reflecting device and that all the computations including contact determination and response computation have to be performed in less than a millisecond. This paper describes a force-reflecting device and an embedded controller. The realized force-reflecting device is based on a novel serial type mechanical structure, and features compactness, high sustained output force capability, low friction, zero backlash, and enough workspace. The embedded controller reduces software computational load via main processor and simplifies hardware strictures by the time-division control. The device is integrated with existing dynamic simulation algorithms running separate workstation, so that objects can be manipulated in real time and the corresponding forces felt back by the operator.

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Verification for the design limit margin of the power device using the HALT reliability test

  • Chang, YuShin
    • Journal of the Korea Society of Computer and Information
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    • v.23 no.11
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    • pp.67-74
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    • 2018
  • The verification for the design limit margin of the power device for the information communication and surveillance systems using HALT(Highly Accelerated Life Test) reliability test is described. The HALT reliability test performs with a step stress method which change condition until the marginal step in a design and development phase. The HALT test methods are the low temperature(cold) step stress test, the high temperature(hot) step stress test, the thermal shock cyclic stess test, and the high temperature destruct limit(hot DL) step stress test. The power device is checked the operating performance during the test. In this paper, the HALT was performed to find out the design limit margin of the power device.

Development of Operational Technology and Integrated Measurement Information Management System for the Radioactivity Measurement Device (방사능 측정장치 운영 기술 및 측정정보 통합관리 시스템 개발)

  • Dong-Sik Jin;Kyeong-Ryeong Kim;Jae-Geun Lee
    • Journal of radiological science and technology
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    • v.47 no.3
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    • pp.183-195
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    • 2024
  • Additional functional upgrades to the large-area compton camera (LACC) measurement device that can provide characteristics evaluation information (nuclear species and radioactivity) and two-dimensional or three-dimensional distribution imaging information of radioactive materials existing in surface or internal of concrete structures are required in terms of work stability and efficiency in order to apply to actual decommissioning sites such as nuclear power plants or medical cyclotron facilities by using this measurement device. To this purpose, the technology that allows radiation workers to intuitively and visually check the distribution of radioactive materials in advance by matching the two-dimensional distribution imaging information of radioactive materials obtained through the LACC measurement device and visual imaging of the measurement zone (10 m × 5 m) was developed. In addition, the separate system that can automatically adjust the position (height) in units of the measurement area size (0.7 m × 0.3 m × 0.8 m) of the LACC measurement device was developed and the integrated management system for characteristics evaluation information and two-dimensional or three-dimensional distribution imaging information obtained per unit of measurement for radioactive materials was developed. These functional upgrades related to LACC measurement device can improve work efficiency and safety when measuring radioactivity of concrete structures and enable the establishment of appropriate decommissioning strategies using radioactivity measurement information for decommissioning nuclear power plants or medical cyclotron facilities.

Low Voltage Program/Erase Characteristics of Si Nanocrystal Memory with Damascene Gate FinFET on Bulk Si Wafer

  • Choe, Jeong-Dong;Yeo, Kyoung-Hwan;Ahn, Young-Joon;Lee, Jong-Jin;Lee, Se-Hoon;Choi, Byung-Yong;Sung, Suk-Kang;Cho, Eun-Suk;Lee, Choong-Ho;Kim, Dong-Won;Chung, Il-Sub;Park, Dong-Gun;Ryu, Byung-Il
    • JSTS:Journal of Semiconductor Technology and Science
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    • v.6 no.2
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    • pp.68-73
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    • 2006
  • We propose a damascene gate FinFET with Si nanocrystals implemented on bulk silicon wafer for low voltage flash memory device. The use of optimized SRON (Silicon-Rich Oxynitride) process allows a high degree of control of the Si excess in the oxide. The FinFET with Si nanocrystals shows high program/erase (P/E) speed, large $V_{TH}$ shifts over 2.5V at 12V/$10{\mu}s$ for program and -12V/1ms for erase, good retention time, and acceptable endurance characteristics. Si nanocrystal memory with damascene gate FinFET is a solution of gate stack and voltage scaling for future generations of flash memory device. Index Terms-FinFET, Si-nanocrystal, SRON(Si-Rich Oxynitride), flash memory device.

An Efficient User Authentication Scheme with Mobile Device in Wireless Network Environment (무선 네트워크 환경에서 모바일 디바이스 기반 효율적인 사용자 인증 기법)

  • Shin, Soobok;Yeh, Hongjin;Kim, Kangseok
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.23 no.2
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    • pp.169-179
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    • 2013
  • Recently, with rapid advances of mobile devices such as smart phone and wireless networking, a number of services using mobile device based wireless network have been explosively increasing. From the viewpoint of security, because wireless network is more vulnerable than wired network, strong security is required in wireless network. On the contrary, the security for mobile devices has to be efficient due to the restrictions of battery powered mobile device such as low computation, low memory space and high communication cost. Therefore, in this paper, we propose an efficient authentication scheme with mobile devices in wireless network environment. The proposed scheme satisfies security requirements for the service using mobile device and it is suitable in wireless network environment.

Contents Framework of Information Devices Education for the Computer Science Education in Elementary School (초등학교에서 정보과학교육을 위한 정보기기교육의 내용 체계)

  • Kim, Hyunbae
    • Journal of The Korean Association of Information Education
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    • v.18 no.2
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    • pp.335-344
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    • 2014
  • This is the study of contents framework of information devices education for the computer science education in elementary school. In this study, we organize and suggest the educational contents of the information device education and its achievement for computer science education in elementary. For this, the educational contents of information device education in Korea and other countries were investigated. Then we selected some contents of information device education that can be applied to the computer science education. With this contents framework of information devices education for the computer science education in elementary school were made. This study will contribute to the curriculum development of computer science at the national level.