• Title/Summary/Keyword: coarse tuning

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A New Identification Method of a Fuzzy System via Double Clustering (이중 클러스터링 기법을 이용한 퍼지 시스템의 새로운 동정법)

  • 김은태;김경욱;이지철;박민기;박민용
    • Proceedings of the Korean Institute of Intelligent Systems Conference
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    • 1997.10a
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    • pp.356-359
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    • 1997
  • Recently many studies have been conducted of fuzzy modeling since it can describe a nonlinear system better than the conventional methods. A famous researcher, M. Sugeno, suggested a fuzzy model which superbly describes a nonlinear system. In this paper, we suggest a new identification method for Sugeno-typo fuzzy model. The suggested algorithm is much simpler than the original identification strategy adopted in [1]. The algorithm suggested in this paper is somewhat similar to that of [2]. that is, the algorithm suggested in this paper consists of two consists of two steps: coarse tuning and fine tuning. In this paper, double clustering strategy is proposed for coarse tuning. Finally, the results of computer simulation are given to demonstrate the validity of this algorithm.

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Low-Power Wide-Tuning Range Differential LC-tuned VCO Design in Standard CMOS

  • Kim, Jong-Min;Woong Jung
    • Proceedings of the Korea Electromagnetic Engineering Society Conference
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    • 2002.11a
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    • pp.21-24
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    • 2002
  • This paper presents a fully integrated, wide tuning range differential CMOS voltage-controlled oscillator, tuned by pMOS-varactors. VCO utilizing a novel tuning scheme is reported. Both coarse digital tuning and fine analog tuning are achieved using pMOS-varactors. The VCO were implemented in a 0.18-fm standard CMOS process. The VCO tuned from 1.8㎓ to 2.55㎓ through 2-bit digital and analog input. At 1.8V power supply voltage and a total power dissipation of 8mW, the VCO features a phase noise of -126㏈c/㎐ at 3㎒ frequency offset.

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Fuzzy neural network modeling using hyper elliptic gaussian membership functions (초타원 가우시안 소속함수를 사용한 퍼지신경망 모델링)

  • 권오국;주영훈;박진배
    • 제어로봇시스템학회:학술대회논문집
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    • 1997.10a
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    • pp.442-445
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    • 1997
  • We present a hybrid self-tuning method of fuzzy inference systems with hyper elliptic Gaussian membership functions using genetic algorithm(GA) and back-propagation algorithm. The proposed self-tuning method has two phases : one is the coarse tuning process based on GA and the other is the fine tuning process based on back-propagation. But the parameters which is obtained by a GA are near optimal solutions. In order to solve the problem in GA applications, it uses a back-propagation algorithm, which is one of learning algorithms in neural networks, to finely tune the parameters obtained by a GA. We provide Box-Jenkins time series to evaluate the advantage and effectiveness of the proposed approach and compare with the conventional method.

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A design of fast switching time, low phase noise PHS frequency synthesizer (빠른 스위칭 시간과 저 위상잡음 특성을 가지는 PHS용 주파수 합성기의 설계)

  • Jung, Sung-Kyu;Jung, Ji-Hoon;Pu, Young-Gun;Kim, Jin-Kyung;Jang, Suk-Hwan;Lee, Kang-Yoon
    • Proceedings of the IEEK Conference
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    • 2006.06a
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    • pp.499-500
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    • 2006
  • This paper presents a fast switching CMOS frequency synthesizer with a new coarse tuning method for PHS applications. To achieve the fast lock-time and the low phase noise performance, an efficient bandwidth control scheme is proposed. Charge pump up/down current mismatches are compensated with the current mismatch compensation block. Also, the proposed coarse tuning method selects the optimal tuning capacitances of the LC-VCO to optimize the phase noise and the lock-time. The measured lock-time is about $20{\mu}s$. This chip is fabricated with $0.25{\mu}m$ CMOS technology, and the die area is $0.7mm{\times}2.1mm$. The power consumption is 54mW at 2.7V supply voltage.

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A 2.4GHz Back-gate Tuned VCO with Digital/Analog Tuning Inputs (디지털/아날로그 입력을 통한 백게이트 튜닝 2.4 GHz VCO 설계)

  • Oh, Beom-Seok;Lee, Dae-Hee;Jung, Wung
    • Proceedings of the Korea Electromagnetic Engineering Society Conference
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    • 2003.11a
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    • pp.234-238
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    • 2003
  • In this work, we have designed a fully integrated 2.4GHz LC-tuned voltage-controlled oscillator (VCO) with multiple tuning inputs for a $0.25-{\mu}m$ standard CMOS Process. The design of voltage-controlled oscillator is based on an LC-resonator with a spiral inductor of octagonal type and pMOS-varactors. Only two metal layer have been used in the designed inductor. The frequency tuning is achieved by using parallel pMOS transistors as varactors and back-gate tuned pMOS transistors in an active region. Coarse tuning is achieved by using 3-bit pMOS-varactors and fine tuning is performed by using back-gate tuned pMOS transistors in the active region. When 3-bit digital and analog inputs are applied to the designed circuits, voltage-controlled oscillator shows the tuning feature of frequency range between 2.3 GHz and 2.64 GHz. At the power supply voltage of 2.5 V, phase noise is -128dBc/Hz at 3MHz offset from the carrier, Total power dissipation is 7.5 mW.

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Fuzzy Modeling based on FCM Clustering Algorithm (FCM 클러스터링 알고리즘에 기초한 퍼지 모델링)

  • 윤기찬;오성권
    • 제어로봇시스템학회:학술대회논문집
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    • 2000.10a
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    • pp.373-373
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    • 2000
  • In this paper, we propose a fuzzy modeling algorithm which divides the input space more efficiently than convention methods by taking into consideration correlations between components of sample data. The proposed fuzzy modeling algorithm consists of two steps: coarse tuning, which determines consequent parameters approximately using FCRM clustering method, and fine tuning, which adjusts the premise and consequent parameters more precisely by gradient descent algorithm. To evaluate the performance of the proposed fuzzy mode, we use the numerical data of nonlinear function.

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A 2.4 ㎓ Back-gate Tuned VCO with Digital/Analog Tuning Inputs (디지털/아날로그 입력을 통해 백게이트 튜닝을 이용한 2.4 ㎓ 전압 제어 발진기의 설계)

  • Oh, Beom-Seok;Hwang, Young-Seung;Chae, Yong-Doo;Lee, Dae-Hee;Jung, Wung
    • Proceedings of the IEEK Conference
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    • 2003.11c
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    • pp.32-36
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    • 2003
  • In this work, we have designed a fully integrated 2.4GHz LC-tuned voltage-controlled oscillator (VCO) with multiple tuning inputs for a 0.25-$\mu\textrm{m}$ standard CMOS process. The design of voltage-controlled oscillator is based on an LC-resonator with a spiral inductor of octagonal type and pMOS-varactors. Only two metal layer have been used in the designed inductor. The frequency tuning is achieved by using parallel pMOS transistors as varactors and back-gate tuned pMOS transistors in an active region. Coarse tuning is achieved by using 3-bit pMOS-varactors and fine tuning is performed by using back-gate tuned pMOS transistors in the active region. When 3-bit digital and analog inputs are applied to the designed circuits, voltage-controlled oscillator shows the tuning feature of frequency range between 2.3 GHz and 2.64 GHz. At the power supply voltage of 2.5 V, phase noise is -128dBc/Hz at 3MHz offset from the carrier. Total power dissipation is 7.5 mW.

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A Design Procedure of Digitally Controlled Oscillator for Power Optimization (디지털 제어 발진기의 전력소모 최적화 설계기법)

  • Lee, Doo-Chan;Kim, Kyu-Young;Kim, Soo-Won
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.47 no.5
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    • pp.94-99
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    • 2010
  • This paper presents a design procedure of digitally controlled oscillator(DCO) for power optimization. By controlling coarse tuning bits and fine tuning bits of DCO, the proposed design procedure can optimize the power dissipation and does not affect the LSB resolution, frequency range, linearity, portability. For optimization, the relationship between control bits and power dissipation of the DCO was analyzed. The DCO circuits using and unusing proposed design technique have been designed, simulated and proved using 0.13um, 1.2V CMOS library. The DCO circuit with proposed design technique has operation range between 283MHz and 1.1GHz and has 1.7ps LSB resolution and consumes 2.789mW at frequency of 1GHz.

A CMOS Duty Cycle Corrector Using Dynamic Frequency Scaling for Coarse and Fine Tuning Adjustment (코오스와 파인 조정을 위한 다이나믹 주파수 스케일링 기법을 사용하는 CMOS 듀티 사이클 보정 회로)

  • Han, Sangwoo;Kim, Jongsun
    • Journal of the Institute of Electronics and Information Engineers
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    • v.49 no.10
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    • pp.142-147
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    • 2012
  • This paper presents a mixed-mode CMOS duty-cycle corrector (DCC) circuit that has a dynamic frequency scaling (DFS) counter and coarse and fine tuning adjustments. A higher duty-cycle correction accuracy and smaller jitter have been achieved by utilizing the DFS counter that reduces the bit-switching glitch effect of a digital to analog converter (DAC). The proposed circuit has been designed using a 0.18-${\mu}m$ CMOS process. The measured duty cycle error is less than ${\pm}1.1%$ for a wide input duty-cycle range of 25-75% over a wide freqeuncy range of 0.5-1.5 GHz.

A Design of Wide-Range Digitally Controlled Oscillator with an Active Inductor (능동 인덕터를 이용한 광대역 디지털 제어 발진기의 설계)

  • Pu, Young-Gun;Park, An-Soo;Park, Hyung-Gu;Park, Joon-Sung;Lee, Kang-Yoon
    • Journal of the Institute of Electronics Engineers of Korea SD
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    • v.48 no.3
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    • pp.34-41
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    • 2011
  • This paper presents a wide tuning range, fine-resolution DCO (Digitally Controlled Oscillator) with an active inductor. In order to control the frequency of the DCO, the transconductance of the active inductor is tuned digitally. In addition, the DCO gain needs to be calibrated digitally to compensate for gain variations. To cover the wide tuning range, an automatic three-step coarse tuning scheme is proposed. The DCO total frequency tuning range is 1.4 GHz (2.1 GHz to 3.5 GHz), it is 58 % at 2.4 GHz. An effective frequency resolution is 0.14 kHz/LSB. The proposed DCO is implemented in 0.13 ${\mu}m$ CMOS process. The total power consumption is 6.6 mW from a 1.2 V supply voltage. The phase noise of the DCO output at 2.4 GHz is -120.67 dBc/Hz at 1 MHz offset.