• Title/Summary/Keyword: Ultra-lightweight

Search Result 92, Processing Time 0.028 seconds

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
    • Journal of the Korea Society of Computer and Information
    • /
    • v.29 no.3
    • /
    • pp.75-81
    • /
    • 2024
  • In this paper, we proposes a method for real-time processing of inter-floor noise problems by embedding TinyML, which includes a deep learning model, into ultra-low-power systems. The reason this method is feasible is because of lightweight deep learning model technology, which allows even systems with small computing resources to perform inference autonomously. The conventional method proposed to solve inter-floor noise problems was to send data collected from sensors to a server for analysis and processing. However, this centralized processing method has issues with high costs, complexity, and difficulty in real-time processing. In this paper, we address these limitations by employing On-Sensor AI using TinyML. The method presented in this paper is simple to install, cost-effective, and capable of processing problems in real-time.

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

  • Kim, Ki-Bbeum;Cho, Wook-Lae;Shin, Kyung-Wook
    • Journal of the Korea Institute of Information and Communication Engineering
    • /
    • v.20 no.6
    • /
    • pp.1163-1170
    • /
    • 2016
  • A hardware implementation of ultra-lightweight block cipher algorithm PRESENT which was specified as a standard for lightweight cryptography ISO/IEC 29192-2 is described. The PRESENT crypto-processor supports two key lengths of 80 and 128 bits, as well as four modes of operation including ECB, CBC, OFB, and CTR. The PRESENT crypto-processor has on-the-fly key scheduler with master key register, and it can process consecutive blocks of plaintext/ciphertext without reloading master key. In order to achieve a lightweight implementation, the key scheduler was optimized to share circuits for key lengths of 80 bits and 128 bits. The round block was designed with a data-path of 64 bits, so that one round transformation for encryption/decryption is processed in a clock cycle. The PRESENT crypto-processor was verified using Virtex5 FPGA device. The crypto-processor that was synthesized using a $0.18{\mu}m$ CMOS cell library has 8,100 gate equivalents(GE), and the estimated throughput is about 908 Mbps with a maximum operating clock frequency of 454 MHz.

Speed Optimized Implementation of HUMMINGBIRD Cryptography for Sensor Network

  • Seo, Hwa-Jeong;Kim, Ho-Won
    • Journal of information and communication convergence engineering
    • /
    • v.9 no.6
    • /
    • pp.683-688
    • /
    • 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.

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

  • Do Bok-Hwan;Kim Joo-Hyun
    • Transactions of the Korean Society of Machine Tool Engineers
    • /
    • v.15 no.1
    • /
    • pp.113-118
    • /
    • 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 $1.5wt\%~2.0wt\%$

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

  • 안동규;이상훈;김민수;한길영;정창균;양동열
    • Proceedings of the Korean Society of Precision Engineering Conference
    • /
    • 2004.10a
    • /
    • pp.1274-1277
    • /
    • 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.

  • PDF

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

  • 김경복;최정수;조형래
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
    • /
    • 2000.10a
    • /
    • pp.166-171
    • /
    • 2000
  • In modem wireless communication it has been regarded as a important problem for the spectrum efficiency to utilize the limited frequency-resource efficiently. In addition, the system architecture has bun designed for low cost, low power consumption and ultra-lightweight. In this paper, we directly modulated the BCPFSK with a superior spectrum efficiency using the DDS and applied the direct conversion to the system architecture. Finally, we designed a transceiver which has the 433 MHz BCPFSK output and evaluated the system performance.

  • PDF

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

  • Jung, Woo-Chul;Kim, Jae-Hwan;Lee, Sun-Kon;Bae, Seung-Hun
    • Proceedings of the Korean Society for Noise and Vibration Engineering Conference
    • /
    • 2005.11a
    • /
    • pp.727-730
    • /
    • 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.

  • PDF

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

  • Kang, Hyunwoo;Lee, Woo jin
    • Proceedings of the Korea Information Processing Society Conference
    • /
    • 2015.10a
    • /
    • pp.676-679
    • /
    • 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
    • /
    • v.71 no.4
    • /
    • pp.407-416
    • /
    • 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
    • /
    • v.8 no.1
    • /
    • pp.16-29
    • /
    • 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.