• Title/Summary/Keyword: ultra-low power

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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
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    • v.29 no.3
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    • pp.75-81
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    • 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.

An Ultra Wideband Low Noise Amplifier in 0.18 μm RF CMOS Technology

  • Jung Ji-Hak;Yun Tae-Yeoul;Choi Jae-Hoon
    • Journal of electromagnetic engineering and science
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    • v.5 no.3
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    • pp.112-116
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    • 2005
  • This paper presents a broadband two-stage low noise amplifier(LNA) operating from 3 to 10 GHz, designed with 0.18 ${\mu}m$ RF CMOS technology, The cascode feedback topology and broadband matching technique are used to achieve broadband performance and input/output matching characteristics. The proposed UWB LNA results in the low noise figure(NF) of 3.4 dB, input/output return loss($S_{11}/S_{22}$) of lower than -10 dB, and power gain of 14.5 dB with gain flatness of $\pm$1 -dB within the required bandwidth. The input-referred third-order intercept point($IIP_3$) and the input-referred 1-dB compression point($P_{ldB}$) are -7 dBm and -17 dBm, respectively.

Low-Power Fully Digital Voltage Sensor using 32-nm FinFETs

  • Nguyen, H.V.;Kim, Youngmin
    • IEIE Transactions on Smart Processing and Computing
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    • v.5 no.1
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    • pp.10-16
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    • 2016
  • In this paper, a design for a fully digital voltage sensor using a 32-nm fin-type field-effect transistor (FinFET) is presented. A new characteristic of the double gate p-type FinFET (p-FinFET) is examined and proven appropriate for sensing voltage variations. On the basis of this characteristic, a novel technique for designing low-power voltage-to-time converters is presented. Then, we develop a digital voltage sensor with a voltage range of 0.7 to 1.1V at a 50-mV resolution. The performance of the proposed sensor is evaluated under a range of voltages and process variations using Simulation Program with Integrated Circuit Emphasis (SPICE) simulations, and the sensor is proven capable of operating under ultra-low power consumption, high linearity, and fairly high-frequency conditions (i.e., 100 MHz).

80μW/MHz 0.68V Ultra Low-Power Variation-Tolerant Superscalar Dual-Core Application Processor

  • Kwon, Youngsu;Lee, Jae-Jin;Shin, Kyoung-Seon;Han, Jin-Ho;Byun, Kyung-Jin;Eum, Nak-Woong
    • IEIE Transactions on Smart Processing and Computing
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    • v.4 no.2
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    • pp.71-77
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    • 2015
  • Upcoming ground-breaking applications for always-on tiny interconnected devices steadily demand two-fold features of processor cores: aggressively low power consumption and enhanced performance. We propose implementation of a novel superscalar low-power processor core with a low supply voltage. The core implements intra-core low-power microarchitecture with minimal performance degradation in instruction fetch, branch prediction, scheduling, and execution units. The inter-core lockstep not only detects malfunctions during low-voltage operation but also carries out software-based recovery. The chip incorporates a pair of cores, high-speed memory, and peripheral interfaces to be implemented with a 65nm node. The processor core consumes only 24mW at 350MHz and 0.68V, resulting in power efficiency of $80{\mu}W/MHz$. The operating frequency of the core reaches 850MHz at 1.2V.

Designing Optimal Pulse-Shapers for Ultra-Wideband Radios

  • Luo, Xiliang;Yang , Liuqing;Giannakis, Georgios-B.
    • Journal of Communications and Networks
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    • v.5 no.4
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    • pp.344-353
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    • 2003
  • Ultra-wideband (UWB) technology is gaining increasing interest for its potential application to short-range indoor wireless communications. Utilizing ultra-short pulses, UWB baseband transmissions enable rich multipath diversity, and can be demodulated with low complexity receivers. Compliance with the FCC spectral mask, and interference avoidance to, and from, co-existing narrow-band services, calls for judicious design of UWB pulse shapers. This paper introduces pulse shaper designs for UWB radios, which optimally utilize the bandwidth and power allowed by the FCC spectral mask. The resulting baseband UWB systems can be either single-band, or, multi-band. More important, the novel pulse shapers can support dynamic avoidance of narrow-band interference, as well as efficient implementation of fast frequency hopping, without invoking analog carriers.

GISPD Analysis Using UHF Dual-Band Method (UHF이중대역법을 이용한 GISPD분석)

  • Kim, Kwang-Hwa;Yi, Sang-Hwa;Choi, Jae-Gu
    • Proceedings of the KIEE Conference
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    • 2004.07c
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    • pp.1860-1862
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    • 2004
  • It is widely known that the ultra high frequency (UHF) method that detects the electromagnetic wave of the PD pulses in the gas insulated space is one of the most competitive methods for its high sensitivity. From the above point of view, this paper describes the characteristics of GIS PD signals measured with ultra wide band (UWB) GIS PD detecting system in which PD signals are detected into the dual UHF band. The UWB PD detection system consists of the UWB UHF coupler, the UWB low noise amplifier (LNA) and the oscilloscope. The dual bands for PD signals are 0.5-2GHz(full band) and 1-2GHz(high band). As results, it was found that the partial discharges of each defect have their own characteristic pattern and the ratio of High band to Full band increases with gas pressure.

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GlSPD Analysis Using UHF Dual-Band Method (UHF 이중대역법을 이용한 GIS PD 분석)

  • Yi, Sang-Hwa;Choi, Jae-Gu;Kim, Kwang-Hwa
    • Proceedings of the KIEE Conference
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    • 2004.11d
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    • pp.63-66
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    • 2004
  • It is widely known that the ultra high frequency (UHF) method that detects the electromagnetic wave of the PD pulses in the gas insulated space is one of the most competitive methods for its high sensitivity. From the above point of view, this paper describes the characteristics of GIS PD signals measured with ultra wide band (UWB) GIS PD defecting system in which PD signals are defected into the dual UHF band. Thc UWB PD detection system consists of the UWB UHF coupler, the UWB low noise amplifier (LNA) and the oscilloscope. The dual bands for PD signals are 0.5-2GHz(full band) and 1-2GHz(high band). As results, it was found that the partial discharges of each defect have their own characteristic pattern and the ratio of High hand to Full band increases with gas pressure.

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Chemical Compositio and Structure of Evaporated Alloying Element by Laser Welding Condition (레이저 용접조건에 따른 증발된 합금원소의 조성과 구조의 변화)

  • 조상명
    • Journal of Advanced Marine Engineering and Technology
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    • v.23 no.4
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    • pp.523-532
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    • 1999
  • This study is aimed to obtain fundamental knowledge of pulse laser welding phenomena the authors investigated the structure and composition of evaporated particles of Al alloys in air and in the Ar atmosphere during pulsed laser welding. The ultra-fine particles of 5 to 100nm diameter in a globular or irregular shape were formed in laser-induced plasma and the main structure was $MgAl_2O_4$ The composition of particles was ifferent depending on the power density of a laser beam; namely under the low power density conditions magnesium was predominant in the parti-cles while aluminium content increased with an increase in the power density. These results were attributed to evaporation phenomena of metals with different boiling points and latent heats of vaporization. On the other hand the number density of laser-induced plasma species was obtained by Saha's equation. it was confirmed that the number density depends upon the plasma tempera-ture and total pressures.

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Propagation Characteristics of GIS PD Signals by Dual UHF Band Method (2)

  • Choi, Jae-Gu;Yi, Sang-Hwa;Kim, Kwang-Hwa
    • Proceedings of the KIEE Conference
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    • 2004.05b
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    • pp.136-139
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    • 2004
  • It is widely known that the ultra high frequency (UHF) method that detects the electromagnetic wave of the PD pulses in the gas insulated space is one of the most competitive methods for its high sensitivity. From the above point of view, this paper describes the propagation characteristics of GIS PD signals measured with ultra wide band (UWB) GIS PD detecting system in which PD signals are detected into the dual UHF band. The UWB PD detection system consists of the UWB UHF coupler, the UWB low noise amplifier (LNA) and the oscilloscope. The dual bands for PD signals are 0.5-2GHz(full band) and 1-2GHz(high band). As results, propagation characteristics of GIS PD signals were measured in the mock-up GIS bus and it was found that the propagation characteristics of the high band showed a better result in accordance with the infernal configuration of the GIS bus than those of the full band.

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Introduction and Current Status of Ultra Supercritical Circulating Fluidized Bed Boiler (초초임계 순환유동층 보일러 기술 소개 및 현황)

  • Lee, Si-Hun;Lee, Jong-Min
    • KEPCO Journal on Electric Power and Energy
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    • v.2 no.2
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    • pp.211-221
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    • 2016
  • The increase of world's population and economic development are the keys drivers behind growing demand for energy. Especially the demand for electricity would eventually result in an increase of coal usage. Therefore ultra supercritical circulating fluidized bed boiler has been developed as solutions of economic eco-friendly technologies for coal and of increasing supplies of low grade fuels. Ultra supercritical circulating fluidized bed boiler has an once through type of steam cycle different from drum type in subcritical circulating fluidized bed boiler. Also, the duplication of a proven commercial module with 100-300 MWe subcritical circulating fluidized bed might be the key for design of 500~800 MWe ultra supercritical circulating fluidized bed boiler. After 2017, ultra supercritical circulating fluidized bed boiler might become standard model over subcritical circulating fluidized bed boiler. Therefore, this paper will help you to understand ultra super critical circulating fluidized bed (USC-CFB) through describing the background, status and prospect of the CFB technology.