• 제목/요약/키워드: Ultra-Lightweight

검색결과 92건 처리시간 0.025초

Addressing Inter-floor Noise Issues in Apartment Buildings using On-Sensor AI Embedded with TinyML on Ultra-Low-Power Systems

  • Jae-Won Kwak;In-Yeop Choi
    • 한국컴퓨터정보학회논문지
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    • 제29권3호
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    • pp.75-81
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    • 2024
  • 본 논문은 딥러닝 모델이 포함된 TinyML(Tiny Machine Learning)를 초저전력 시스템에 탑재하여, 층간소음 문제를 실시간으로 처리하는 방법을 제시한다. 이 방법이 가능한 이유는 딥러닝 모델 경량화 기술로 인해 컴퓨팅 리소스가 작은 시스템도 자체적으로 추론을 수행 할 수 있기 때문이다. 기존에 층간소음 문제를 해결하기 위해 제시됐던 방법은 센서에서 수집한 데이터를 서버로 보내어 데이터를 분석한 후에 처리하는 방법 이었다. 하지만 이러한 중앙 처리 방법은 구축 비용이 비싸고 복잡하며, 실시간 처리가 어려운 문제가 있다. 이러한 한계점을 본 논문에서는 TinyML을 사용한 On-Sensor AI(Artificial Intelligent) 로 해결하였다. 본 논문에서 제시한 방법은 시스템 설치가 간단하고 저비용 이면서 문제를 실시간적으로 처리할 수 있다.

ECB/CBC/OFB/CTR 운영모드와 80/128-비트 키 길이를 지원하는 PRESENT 암호 프로세서 설계 (A Design of PRESENT Crypto-Processor Supporting ECB/CBC/OFB/CTR Modes of Operation and Key Lengths of 80/128-bit)

  • 김기쁨;조욱래;신경욱
    • 한국정보통신학회논문지
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    • 제20권6호
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    • pp.1163-1170
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    • 2016
  • 본 논문은 ISO/IEC 29192-2 경량 암호 표준으로 지정된 초경량 블록암호 알고리듬 PRESENT의 하드웨어 구현에 대해 기술한다. PRESENT 암호 프로세서는 80, 128비트의 마스터키 길이와 ECB, CBC, OFB, CTR의 4가지 운영모드를 지원하도록 설계되었다. 마스터키 레지스터를 갖는 on-the-fly 키 스케줄러가 포함되어 있으며, 저장된 마스터키를 사용하여 평문/암호문 블록의 연속적인 암호/복호화 처리가 가능하다. 경량화 구현을 위해 80, 128 비트의 키 스케줄링 회로가 공유되도록 최적화하였다. 라운드 블록을 64 비트의 데이터 패스로 설계하여 암호/복호화의 라운드 변환이 한 클록 사이클에 처리되도록 하였다. PRESENT 암호 프로세서를 Virtex5 FPGA로 구현하여 정상 동작함을 확인하였다. $0.18{\mu}m$ 공정의 CMOS 셀 라이브러리로 합성을 한 결과, 8,100 gate equivalents(GE)로 구현되었으며, 최대 454 MHz의 클록 주파수로 동작하여 908 Mbps의 처리율을 갖는 것으로 평가되었다.

Speed Optimized Implementation of HUMMINGBIRD Cryptography for Sensor Network

  • Seo, Hwa-Jeong;Kim, Ho-Won
    • Journal of information and communication convergence engineering
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    • 제9권6호
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    • pp.683-688
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    • 2011
  • The wireless sensor network (WSN) is well known for an enabling technology for the ubiquitous environment such as real-time surveillance system, habitat monitoring, home automation and healthcare applications. However, the WSN featuring wireless communication through air, a resource constraints device and irregular network topology, is threatened by malicious nodes such as eavesdropping, forgery, illegal modification or denial of services. For this reason, security in the WSN is key factor for utilizing the sensor network into the commercial way. There is a series of symmetric cryptography proposed by laboratory or industry for a long time. Among of them, recently proposed HUMMINGBIRD algorithm, motivated by the design of the well-known Enigma machine, is much more suitable to resource constrained devices, including smart card, sensor node and RFID tags in terms of computational complexity and block size. It also provides resistance to the most common attacks such as linear and differential cryptanalysis. In this paper, we implements ultra-lightweight cryptography, HUMMINGBIRD algorithm into the resource constrained device, sensor node as a perfectly customized design of sensor node.

칼슘 첨가량에 따른 발포 알루미늄의 기계적 성질 (Mechanical Properties of the Foamed Aluminum According to the Quantity of Calcium)

  • 도복환;김주현
    • 한국공작기계학회논문집
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    • 제15권1호
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    • pp.113-118
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    • 2006
  • In this work, we observed the changes in mass difference according to Al-foam's amount of Ca contents which depends on the viscosity control of fusion, quality of foamed addition, mixing, temperature tests. These are crucial influencing factors in determining foam-metal's size in the manufacturing process. In order to obtain the specimen, we changed the specific gravity from 0.2 to 0.3 for the study of the light weight, and obtained the optimal values of specific gravity, and then showed the mechanical characteristics of ultra-lightweight metal according to the changing mass. The optimal conditions for aluminum foam is when the addition of Ca content in $1.5wt\%~2.0wt\%$

ISB 판넬의 굽힘강성 및 파단특성에 관한 연구 (Investigation into characteristics of bending stiffness and failure for ISB panel)

  • 안동규;이상훈;김민수;한길영;정창균;양동열
    • 한국정밀공학회:학술대회논문집
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    • 한국정밀공학회 2004년도 추계학술대회 논문집
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    • pp.1274-1277
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    • 2004
  • The objective of this research work is to investigate into characteristics of bending stiffness and failure for the ISB ultra-lightweight panel with internally structured material. The expanded metal with a pyramid shape and woven metal are employed as an internally structured material. In order to investigate the characteristics, the specific stiffness and failure map are estimated using the results of three-points bending test. From the results of the experiment, the influence of design parameters of ISB panel on the specific stiffness and failure mode has been found. In addition, it has been shown that ISB panel with expanded metal is prefer to that with woven metal from the view point of optimal design for ISB panel.

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DDS를 이용한 BCPFSK모뎀 설계 및 성능 평가에 관한 연구 (A Study on Design and Performance Evaluation of the BCPFSK Modem Using the DDS)

  • 김경복;최정수;조형래
    • 한국정보통신학회:학술대회논문집
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    • 한국해양정보통신학회 2000년도 추계종합학술대회
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    • pp.166-171
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    • 2000
  • 현대 무선 통신에서는 제한된 주파수 자원을 효율적으로 사용하기 위해 스펙트럼 효율성이 매우 중요한 문제로 여겨지고 있다. 또한 시스템구조 측면에서는 저 가격, 저 전력 및 초경량에 목표를 두고 제작되고 있다. 본 논문에서는 직접 디지털 주파수합성기(DDS ; Direct Digital Synthesize.)를 이용하여 스펙트럼 효율이 우수한 BCPFSK(Binary Continuous Phase Frequency Shift Keying)를 직접 변조하였으며, 시스템 구조로는 직접 변환(Direct Conversion) 구조를 적용하여, 433 MHz대의 BCPFSK 출력을 갖는 송 ·수신기를 설계하고 성능을 평가하였다.

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생체 모방 종이 작동기의 면내 변형에 관한 연구 (Study on In-plane Strains of Electro-Active Paper)

  • 정우철;김재환;이선곤;배성훈
    • 한국소음진동공학회:학술대회논문집
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    • 한국소음진동공학회 2005년도 추계학술대회논문집
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    • pp.727-730
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    • 2005
  • Cellulose based Electro-Active Papers (EAPap) is very promising material due to its merits in terms of large bending deformation, low actuation voltage, ultra-lightweight, and biodegradability. These advantages make it possible to utilize applications, such as artificial muscles and achieving flapping wings, micro-insect robots and smart wall papers. This paper investigates the in-plane strains of EAPap under electric fields, which are useful for a contractile actuator application The preparation of EAPap samples and the in-plane strain measurement system are explained, and the test results are shown in terms of electric field, frequency and the oriental ions of the samples. The power consumption and the strain energy of EAPap samples are discussed. Although there are still unknown facts in EAPap material, this in-plane strain may be useful for artificial muscle applications.

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인덱스 처리 기법과 난수 사용을 기반으로 하는 초경량 RFID 인증 프로토콜 설계 (The Design of An Ultra-Lightweight RFID Authentication Protocol Using The Index Processing Techniques and Random Numbers)

  • 강현우;이우진
    • 한국정보처리학회:학술대회논문집
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    • 한국정보처리학회 2015년도 추계학술발표대회
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    • pp.676-679
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    • 2015
  • 수동형 RFID는 제한된 자원으로, 무선채널을 사용하는 기술이다. 하지만 여러 보안 문제점이 있으며, 이를 해결하기 위한 각종 암호화 기법이나 알고리즘을 활용한 인증 프로토콜이 발표되었다. AES와 해시는 대표적인 암호화 알고리즘으로써 그 안정성이 검증되었지만, EPC Global에서 규정한 통신 횟수를 만족하기 힘들다. 본 논문에서는 인덱스 처리 기법과 난수 사용을 기반으로 하는 초경량 RFID 인증 프로토콜을 제안한다. 이 프로토콜은 산술 논리연산자를 사용하여 주요 보안 문제를 해결하였다. 그리고 RFID에 최저 통신횟수를 만족하도록 구현 가능한 프로토콜을 작성하였다.

Behaviours of steel-fibre-reinforced ULCC slabs subject to concentrated loading

  • Wang, Jun-Yan;Gao, Xiao-Long;Yan, Jia-Bao
    • Structural Engineering and Mechanics
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    • 제71권4호
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    • pp.407-416
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    • 2019
  • Novel steel fibre reinforced ultra-lightweight cement composite (ULCC) with compressive strength of 87.3MPa and density of $1649kg/m^3$ was developed for the flat slabs in civil buildings. This paper investigated structural behaviours of ULCC flat slabs according to a 4-specimen test program under concentrated loading and some reported test results. The investigated governing parameters on the structural behaviours of the ULCC slabs include volume fraction of the steel fibre and the patch loading area. The test results revealed that ULCC flat slabs with and without flexure reinforcement failed in different failure mode, and an increase in volume fraction of the steel fibre and loading area led to an increase in flexural resistance for the ULCC slabs without flexural reinforcement. Based on the experiment results, the analytical models were developed and also validated. The validations showed that the analytical models developed in this paper could predict the ultimate strength of the ULCC flat slabs with and without flexure reinforcement reasonably well.

Review of Metasurfaces with Extraordinary Flat Optic Functionalities

  • Hee-Dong Jeong;Hyuntai Kim;Seung-Yeol Lee
    • Current Optics and Photonics
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    • 제8권1호
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    • pp.16-29
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    • 2024
  • This paper presents a comprehensive review of metasurface technology, focusing on its significant role in extraordinary flat optic functionalities. Traditional optical components, though optimized, are bulky and less congruent with modern integrated electromagnetic and photonic systems. Metasurfaces, recognized as the 2D counterparts of bulk metamaterials, offer solutions with their planar, ultra-thin, and lightweight structures. Their meta-atoms are adept at introducing abrupt shifts in optical properties, paving the way for high-precision light manipulation. By introducing the key design principles of these meta-atoms, such as the magnetic dipole and Pancharatnam-Berry phase, various applications in wavefront shaping and beam forming with simple amplitude/phase manipulation and advanced applications including retroreflectors, Janus metasurfaces, multiplexing of optical wavefronts, data encryption, and metasurfaces for quantum applications are reviewed.