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A Study on the Fast Converging Algorithm for LMS Adaptive Filter Design (LMS 적응 필터 설계를 위한 고속 수렴 알고리즘에 관한 연구)

  • 신연기;이종각
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.19 no.5
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    • pp.12-19
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    • 1982
  • In general the design methods of adaptive filter are divided into two categories, one is based upon the local parameter optimization theory and the other is based upon stability theory. Among the various design techniques, the LMS algorithm by steepest-descent method which is based upon local parameter optimization theory is used widely. In designing the adaptive filter, the most important factor is the convergence rate of the algorithm. In this paper a new algorithm is proposed to improve the convergence rate of adaptive firter compared with the commonly used LMS algorithm. The faster convergence rate is obtained by adjusting the adaptation gain of LMS algorithm. And various aspects of improvement of the adaptive filter characteristics are discussed in detail.

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On Learning and Structure of Cerebellum Model Linear Associator Network(I) -Analysis & Development of Learning Algorithm- (소뇌모델 선형조합 신경망의 구조 및 학습기능 연구(I) -분석 및 학습 알고리즘 개발-)

  • Hwang, H.;Baek, P.K.
    • Journal of Biosystems Engineering
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    • v.15 no.3
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    • pp.186-198
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    • 1990
  • 인간 소뇌의 구조와 기능을 간략하게 수학적으로 모델링하여 입력에 따른 시스템의 적정 출력을 학습에 의한 적응 제어 방식으로 추출해 내는 소뇌모델 대수제어기(CMAC : Cerebellar Model Arithmetic Controller)가 제안되었다. 본 논문에서는 연구개발된 기존 신경회로망과의 비교 분석에 의거하여, 소뇌모델 대수제어기 대신 네트의 특성에 따라 소뇌모델 선형조합 신경망(CMLAN : Cerebellum Model Linear Associator Network)이라 하였다. 소뇌모델 선형조합 신경망은 시스템의 제어 함수치를 결정하는 데 있어, 기존의 제어방식이 시스템의 모델링을 기초로 하여 알고리즘에 의한 수치해석적 또는 분석적 기법으로 모델 해를 산출하는 것과 달리, 학습을 통하여 저장되는 분산기억 소자들의 함수치를 선형적으로 조합함으로써 시스템의 입출력을 결정한다. 분산기억 소자로의 함수치 산정 및 저장은 소뇌모델 선형조합 신경망이 갖는 고유의 구조적 상태공간 매핑(State Space Mapping)과 델타규칙(Delta Rule)에 의거한 시스템의 입출력 상태함수의 학습으로써 수행된다. 본 논문을 통하여 소뇌모델 선형조합신경망의 구조적 특성, 학습 성질과 상태공간 설정 및 시스템의 수렴성을 규명하였다. 또한 기존의 최대 편차수정 학습 알고리즘이 갖는 비능률성 및 적용 제한성을 극복한 효율적 학습 알고리즘들을 제시하였다. 언급한 신경망의 특성 및 제안된 학습 알고리즘들의 능률성을 다양한 학습이득(Learning Gain)하에서 비선형 함수를 컴퓨터로 모의 시험하여 예시하였다.

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Characteristics of PU/PEG Hybrid Scaffolds Prepared by Electrospinning (전기방사법으로 제조한 PU/PEG 복합 지지체의 특성)

  • Seol, Bokyung;Shin, Ji-Yeon;Oh, Gayeon;Lee, Deuk Yong;Lee, Myung-Hyun
    • Journal of Biomedical Engineering Research
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    • v.38 no.5
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    • pp.248-255
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    • 2017
  • Polyurethane/polyethylene glycol(PU/PEG) hybrid scaffolds with various concentrations of PEG (0 to 50wt%) were prepared by electrospinning to evaluate the mechanical properties and the biocompatibility of the PU/PEG blend scaffolds. The 12wt% PU/PEG polymers were studied due to the absence of beads. The ultimate tensile strength of 12wt% PU was $8.2{\pm}0.5MPa$. The strength increased to $9.2{\pm}0.7MPa$ when 10% PEG was added to PU. However, the dry and the wet strength of PU/PEG scaffolds began to decrease dramatically when the PEG content was more than 10wt%. No cytotoxicity was observed for all the PU/PEG scaffolds investigated, indicating that the PU/PEG hybrid scaffolds are clinically safe and effective to small-diameter vascular grafts. In addition, the L-929 cells attached and proliferated well on the PU/PEG hybrid scaffolds.

Theoretical Modeling of High Concentration Bismuth-based Erbium-doped Fiber Amplifier (고농도로 도핑된 Bismuth 기반 어븀첨가 광섬유 증폭기의 이론적 모델링 기법에 관한 연구)

  • Shin, Jae-Hyun;Jung, Min-Wan;Lee, Ju-Han
    • Korean Journal of Optics and Photonics
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    • v.21 no.4
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    • pp.139-145
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    • 2010
  • A complete modeling of erbium-doped Bismuth-oxide fibers with a high doping concentration is presented. A 6-level amplifier system that incorporated clustering-induced concentration quenching, cooperative upconversion, pump excited state absorption (ESA), and signal ESA, was adopted for the modeling. The accuracy of the modeling was verified by comparing the calculated gain and noise figure with experimentally obtained ones.

Performance Analysis of 3/4 TC 16Qam in Rading Channel (페이딩 채널에서의 3/4 TC 16QAM의 성능 분석)

  • 정구영;문재경;김창주;김영수
    • The Proceeding of the Korean Institute of Electromagnetic Engineering and Science
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    • v.6 no.2
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    • pp.45-53
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    • 1995
  • In mobile communication, the performance of QAM technique is poor under deep fading even though Rayleigh channel characteristics are estimated and compensated. In this paper, we analyze the performance of 3/4 Trellis coded 16QAM in Rayleigh channel where burst errors are randomized by bit reversal block interleaver, and TCM coder is designed by computer search to be adequate for Rayleigh channel. The simulation results show that the interleaver has 2dB gain, the modified Viterbi decoder has 2.5dB, and diversity has 9dB gain at $P_{b}b/=10^{-3}$. This indicates that the 3/4 TC 16QAM is applicable to digital mobile communication with good performance.

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Design and Implementation of Dual Band Monopole Antenna with Slot for Cellular CDMA and IMT-2000 Repeater (셀룰러 CDMA와 IMT-2000 중계기용 슬롯 구조 이중대역 모노폴 안테나의 설계 및 구현)

  • 오종대;김창일;공성신;양운근
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.14 no.9
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    • pp.912-918
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    • 2003
  • In this paper, we designed and implemented the dual band monopole antenna for cellular CDMA(Code Division Multiple Access) and IMT-2000(International Mobile Telecommunication 2000) repeater. The antenna was designed by using 3D simulations program, HFSS(High Frequency Structure Simulator). Electrical characteristics were measured by using HP 8720C network analyzer and measured maximum S$\_$11/ was -10.9 dB for all frequency bands of interests in Cellular CDMA and IMT-2000. Simulation results for antenna gain at 859 MHz and 2027.5 MHz were 2.38 dBi and 4.02 dBi respectively with omni directional radiation pattern. The size of implemented antenna is compact and the antenna can be produced in low cost enough for commercialization.

The USN Node Location Recognition and Monitoring System Based on Low Power (저전력 기반의 USN 단말 위치 인식 및 모니터링 시스템)

  • Song, Young-Jun;Kim, Dong-Woo;Shin, Dong-Jin;Ahn, Jae-Hyeong
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.45 no.6
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    • pp.11-17
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    • 2008
  • This paper proposes the USN node location recognition method with low power, which is the modified centroid method. The conventional Zigbee node location recognition is used to the three RSSI values from three beacons, respectively. When a person move with node, the moving speed of USN node doesn't fast. Therefore, one among three positions used to the value that it is a previous value. This method doesn't large the error in terms of the exact position. Using hand-off method, we get about 30% power advantage than the conventional centroid method. And Our monitoring system add the function that it is possible to search for the node region by color.

5GHz, 0°/ 180° Active Phase Shifter Design for Millimeter-Wave Applications (밀리미터파 시스템 적용을 위한 5GHz, 0/180도 능동 위상변환기 설계)

  • Park, Chan-Gyu;Sin, Dong-Hwa;Lee, Dongho
    • Journal of Satellite, Information and Communications
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    • v.12 no.2
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    • pp.61-64
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    • 2017
  • A phase shifter is one of the key components that change the phase of an individual antenna in millimeter-wave phased array system. This paper presents a low-loss phase shifter design with two parallel 2-state amplifiers. To get the same gain of $0^{\circ}/180^{\circ}$ each state, delay lines are in the middle of each stage of the 2-Stage amplifiers. Normally, when adding AMPs in parallel, a power combiner/divider such as Wilkinson Power Combiner/Divider is added, but they are directly connected because it can cause added losses in silicon wafer. The measured data shows 12dB gain and 174-degree phase difference at 5GHz.

Development of Wearable Electro-stethoscope Module for Home-healthcare (홈 헬스케어를 위한 무구속 전자청진 모듈의 개발)

  • Kim, Dong-Jun;Lee, Hyun-Min;Woo, Seung-Jin;Lee, Ju-Shin;Lee, Jeong-Whan;Kim, Kyeong-seop
    • The Journal of Korea Institute of Information, Electronics, and Communication Technology
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    • v.1 no.3
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    • pp.41-47
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    • 2008
  • This paper describes a wearable electro-stethoscope module for home-healthcare system. The module is consisted of a microphone, an instrumentation amplifier, a filter, a power amplifier etc. and is light and small. The phonogram signal from the module shows good performance. The test for the material and size of the sound collector of the chest piece is performed and the results is reflected on the prototype product. If the module is connected to wired or wireless communication network, so people can check their health without going hospital.

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Noise and Timing Jitter Consideration in Microwave Photonic Systems (마이크로웨이브 포토닉 시스템에서의 잡음과 지터에 관한 연구)

  • Jung, Byung-Min;Lee, Seung-Hun;Chang, YuShin
    • Journal of IKEEE
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    • v.25 no.2
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    • pp.234-242
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    • 2021
  • In case implementation of microwave photonic (MWP) systems for phased array radars (PARs), noise and time delay error should be minimized to obtain accurate beam direction. Time delay error in MWP systems is generated from signal noise and timing jitter. In this paper, noise and timing jitter in MWP systems for PAR is researched, also according to the amplification of an erbium-doped fiber amplifier, noise and timing jitter variation is verified by an experiment. Timing jitter is decreased and SNR is increased if we amplify the signal by using an erbium-doped fiber amplifier, up to the amplification rate of signal and noise is similar.