• Title/Summary/Keyword: Active memory

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Implementation of Time-Domain Beamformer with Cummulative Processing in decomposed channel using Polynomial Interpolation (다항식 보간기법을 이용한 채널별 누적처리 시간영역 빔형성기 구현)

  • Lee, Jung-Hoon;Kim, Eui-Jun;Kwon, Dae-Yong
    • Proceedings of the IEEK Conference
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    • 2008.06a
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    • pp.83-84
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    • 2008
  • It is efficient to use the time-domain beamforming to operate the various pulse with the different pulse length, frequency, bandwidth in active sonar system. In this paper, we propose a time-domain beamformer with the cumulative processing in the decomposed channel using the polynomial interpolation to solve the problem of the computational cost, high transmission data rate, and the lack of internal memory.

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Development of FSN-based Large Vocabulary Continuous Speech Recognition System (FSN 기반의 대어휘 연속음성인식 시스템 개발)

  • Park, Jeon-Gue;Lee, Yun-Keun
    • Proceedings of the KSPS conference
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    • 2007.05a
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    • pp.327-329
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    • 2007
  • This paper presents a FSN-based LVCSR system and it's application to the speech TV program guide. Unlike the most popular statistical language model-based system, we used FSN grammar based on the graph theory-based FSN optimization algorithm and knowledge-based advanced word boundary modeling. For the memory and latency efficiency, we implemented the dynamic pruning scheduling based on the histogram of active words and their likelihood distribution. We achieved a 10.7% word accuracy improvement with 57.3% speedup.

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The Design and Implementation of a TV Tuner for the Digital Terrestrial Broadcasting

  • Chong, Young-Jun;Kim, Jae-Young;Lee, Il-Kyoo;Choi, Jae-Ick;Oh, Seung-Hyeub
    • Journal of electromagnetic engineering and science
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    • v.1 no.2
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    • pp.131-138
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    • 2001
  • The DTV (Digital TV) tuner for an 8-VSB (Vestigial Side-Band) modulation was developed to meet the requirements of the ATSC (Advanced Television Systems Committee). The double frequency conversion and the active tracking filter in the front-end were used to cancel interferences between adjacent channels and multi-channels by suppressing the IF beat and the Image frequency. However, It was impossible to get frequency mapping between the tracking filter and the first VCO (Voltage Controlled Oscillator) in the existing DTV tuner structure which differs from the NTSC (National Television Systems Committee) tuner. This paper, therefore, suggests an assailable structure and a new method for the automatic frequency selection by mapping the frequency characteristics over the tracking voltage and the combined HW which is composed of a Micro-controller, an EEPROM (Electrically Erasable Programmable Read Only Memory), a DAC (Digital-to-Analog Converter), an OP amplifier, and a switch driver.

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Development of Active Kernel for a Memory Resident Databaae(KAIROS) (주기억장치 상주형 데이터베이스를 위한 능동 커널과 설계 및 구현)

  • Han, Hyoeok;Cha, Sang-Gyun;Jin, Sung-Il
    • Proceedings of the Korea Information Processing Society Conference
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    • 2000.10a
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    • pp.105-108
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    • 2000
  • 실시간 응용의 객체 관리에 적합한 주기억장치 상주형 데이터베이스에서 능동적 자료의 처리를 위한 모니터링 기능은 실시간 시스템 응용 분야에서 제공되어야 하는 필수적인 기능 요소라 할 수 있다. 본 논문에서는 현재 질의어 국제 표준으로 제정되고 있는 SQL3 에서 제시된 트리거 기능과 실시간 응용을 위한 시간 사건 기능을 주기억장치 상주형 DBMS 인 KAIROS[6]를 확장하기 위한 능동커널의 설계 방안을 제시하였다.

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Study on the Model Development for Experiential Learning with Ubiquitous Everyday English (유비쿼터스 생활영어 체험학습장 교수-학습 모형 개발 연구)

  • Baek, Hyeon-Gi;Kim, Su-Min;Kang, Jung-Hwa
    • Journal of Digital Convergence
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    • v.7 no.3
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    • pp.49-60
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    • 2009
  • The aim of this study was to develop a model for teaching-teaming by applying Ubiquitous at a learning experience field, in which connect characteristics of both ubiquitous application learning and experience teaming, making use of them. A literature survey of concepts was conducted, with the main areas to find out relationships between ubiquitous application learning and experience learning. Experience learning by applying ubiquitous learning methods maximizes its efficiency of experience learning in considering ubiquitous learning methods's characteristics of dynamic, interaction, sharing. Also it makes communications through positive participation and active interaction, and leads to a process of internal examination. The research data suggests that critical factors of experiencing learning applying ubiquitous are acquiring information and memory, information integration and exquisiteness, emotional and social activity, producing activity, help activity.

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Experimental Study on Shape Control of Smart Composite Structure with SMA actuators (SMA 작동기를 이용한 스마트 복합재 구조의 형상 제어에 관한 실험적 연구)

  • Yang Seung-Man;Roh Jin-Ho;Han Jae-Hung;Lee In
    • Proceedings of the Korean Society For Composite Materials Conference
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    • 2004.04a
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    • pp.127-130
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    • 2004
  • In this paper, active shape control of composite structure actuated by shape memory alloy (SMA) wires is presented. Hybrid composite structure was established by attaching SMA actuators on the surfaces of graphite/epoxy composite beam using bolt-joint connectors. SMA actuators were activated by phase transformation, which induced by temperature rising over austenite finish temperatures. In this paper, electrical resistive heating was applied to the hybrid composite structures to activate the SMA actuators. For faster and more accurate shape or deflection control of the hybrid composite structure, PID feedback controller was designed from numerical simulations and experimentally applied to the SMA actuators.

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The Shape Deformations of Composite Shell Structures Integrated with SMA Actuators whose 3-D Behaviors are Considered (3차원 거동특성이 고려된 SMA 엑츄에이터가 결합된 3차원 복합구조물의 형상 변형 해석)

  • Kim, Cheol;Lee, Sung-Hwan
    • Proceedings of the Computational Structural Engineering Institute Conference
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    • 2002.04a
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    • pp.478-485
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    • 2002
  • The shape memory alloys (SMAs) are often used in smart materials and structures as the active components. Their ability to provide a high recovery force and a large displacement has been used in many applications. In this paper the radial displacement of an externally pressurized elliptic composite cylinder where SMA liner or strips actuators are bonded on its inner or outer surface is investigated numerically. The elliptic composite cylinders consisting of an inlet duct system with SMAs are designed and analyzed to determine the feasibility of such a system for the removal of stiffeners from an externally pressurized duct of an aircraft inlet. The deformations caused by prestrained SMAs placed on either surface of an elliptic composite cylinder are studied when activated. The externally pressurized elliptic composite cylinders with the SMA actuators were analyzed using the 3-D finite element method incorporated with 3-D SMA behaviors. The results show that the role of stiffeners may be switched by the activated light SMA actuators.

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Design and Implementation of P-DOM for Embedded XML Database System (내장형 XML 데이터베이스 시스템을 위한 P-DOM의 설계 및 구현)

  • 강동완;제권엽;홍영표;한동원;강현석;배종민
    • Journal of Korea Multimedia Society
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    • v.6 no.2
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    • pp.183-193
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    • 2003
  • The importance of XML data and their database supports in a mobile terminal system is on the increase. It leads to active research for embedded XML database systems. In order to handle in documents, DOM API should be supported. The existing DOM API is not suitable for the embedded system with limited resource because the DOM tree requires a large space on main memory. Considering poor resource of embedded systems, we present persistent DOM which is implemented on Berkeley DB and DOMdbm which manages it.

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Adaptive Antenna Muting using RNN-based Traffic Load Prediction (재귀 신경망에 기반을 둔 트래픽 부하 예측을 이용한 적응적 안테나 뮤팅)

  • Ahmadzai, Fazel Haq;Lee, Woongsup
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.26 no.4
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    • pp.633-636
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    • 2022
  • The reduction of energy consumption at the base station (BS) has become more important recently. In this paper, we consider the adaptive muting of the antennas based on the predicted future traffic load to reduce the energy consumption where the number of active antennas is adaptively adjusted according to the predicted future traffic load. Given that traffic load is sequential data, three different RNN structures, namely long-short term memory (LSTM), gated recurrent unit (GRU), and bidirectional LSTM (Bi-LSTM) are considered for the future traffic load prediction. Through the performance evaluation based on the actual traffic load collected from the Afghanistan telecom company, we confirm that the traffic load can be estimated accurately and the overall power consumption can also be reduced significantly using the antenna musing.

Trends in Lightweight Neural Network Algorithms and Hardware Acceleration Technologies for Transformer-based Deep Neural Networks (Transformer를 활용한 인공신경망의 경량화 알고리즘 및 하드웨어 가속 기술 동향)

  • H.J. Kim;C.G. Lyuh
    • Electronics and Telecommunications Trends
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    • v.38 no.5
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    • pp.12-22
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    • 2023
  • The development of neural networks is evolving towards the adoption of transformer structures with attention modules. Hence, active research focused on extending the concept of lightweight neural network algorithms and hardware acceleration is being conducted for the transition from conventional convolutional neural networks to transformer-based networks. We present a survey of state-of-the-art research on lightweight neural network algorithms and hardware architectures to reduce memory usage and accelerate both inference and training. To describe the corresponding trends, we review recent studies on token pruning, quantization, and architecture tuning for the vision transformer. In addition, we present a hardware architecture that incorporates lightweight algorithms into artificial intelligence processors to accelerate processing.