• Title/Summary/Keyword: Oversampling

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A Clipping-free Multi-bit $\Sigma\Delta$ Modulator with Digital-controlled Analog Integrators (디지털 제어 적분형의 차단 현상이 없는 A/D 다중 비트 $\Sigma\Delta$ 변조기)

  • 이동연;김원찬
    • Journal of the Korean Institute of Telematics and Electronics C
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    • v.34C no.4
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    • pp.26-35
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    • 1997
  • This paper proposes a multi-bit $\Sigma\Delta$ modulator arcitecture which eliminates signal clipping problem. To avoid signal clipping, the output values of intgrators are monitored and modified by a reference value. This oepration is recorded as a digital code to restore actual signal value. Due to the digital code, the substraction of feedback value from the multi-bit quantizer can be calculated by a digital adder and this simplifies dAC operation making the accurate DAC of conventional multi-bit $\Sigma\Delta$ modulator scheme unnecessary. These features make N-th modulator can be implemented by sharing an integrator among N stages to decrease the required chip area. As an experimental example, a 4th order .sum..DELTA. modulator with oversampling ratio of 64 was simulated to show over 130 DB SNR at rail-to-rail input sinusoidal signal.

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Blind Adaptive Channel Estimation using Multichannel Linear Prediction (다채널 선형예측을 이용한 블라인드 적응 채널 추정)

  • 조주필;안경승;황지원
    • Journal of Korea Multimedia Society
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    • v.6 no.1
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    • pp.114-120
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    • 2003
  • Blind channel estimation of communication channels is a problem of important current theoretical concerns. Recently proposed solutions for this problem exploit the diversity induced by antenna array or time oversampling, leading to the so-called, second order statistics techniques. This paper proposes the blind adaptive channel estimation using multichannel linear prediction method. Computer simulations are presented to compare the proposed algorithm with the existing ones.

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Churn Prediction Model using Logistic Regression (Logistic Regression을 이용한 이탈고객예측모형)

  • Jeong, Han-Na;Park, Hye-Jin;Kim, Nam-Hyeong;Jeon, Chi-Hyeok;Lee, Jae-Uk
    • Proceedings of the Korean Operations and Management Science Society Conference
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    • 2008.10a
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    • pp.324-328
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    • 2008
  • 금융산업에서 고객의 이탈비율은 기대수익에 영향을 미친다는 점에서 예측이 필요한 부분이며 최근 들어 정확한 예측을 통한 비용관리가 이루어지면서 고객 이탈을 예측하는 것이 중요한 문제로 떠오르고 있다. 그러나 보험 고객 데이터가 대용량이고 불균형한 출력 값을 갖는 특성으로 인해 기존의 방법으로 예측 모델을 만드는 것이 적합하지 않다. 본 연구에서는 대용량 데이터를 처리하는 데 효과적으로 알려져 있는 Trust-region Newton method를 적용한 로지스틱 회귀분석을 통해 이탈고객을 예측하는 것을 주된 연구로 하며, 불균형한 데이터에서의 예측정확도를 높이기 위해 Oversampling, Clustering, Boosting 등을 이용하여 고객 데이터에 적합한 이탈 고객 예측 모형을 제시하고자 한다.

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Design of a High Speed and Low Power CMOS Demultiplexer Using Redundant Multi-Valued Logic (Redundant Multi-Valued Logic을 이용한 고속 및 저전력 CMOS Demultiplexer 설계)

  • Kim, Tae-Sang;Kim, Jeong-Beom
    • Proceedings of the KIEE Conference
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    • 2005.05a
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    • pp.148-151
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    • 2005
  • This paper proposes a high speed interface using redundant multi-valued logic for high speed communication ICs. This circuit is composed of encoding circuit that serial binary data are received and converted into parallel redundant multi-valued data, and decoding circuit that convert redundant multi-valued data to parallel binary data. Because of the multi-valued data conversion, this circuit makes it possible to achieve higher operating speeds than that of a conventional binary logic. Using this logic, a 1:4 demultiplexer (DEMUX, serial-parallel converter) IC was designed using a 0.35${\mu}m$ standard CMOS Process. Proposed demultiplexer is achieved an operating speed of 3Gb/s with a supply voltage of 3.3V and with power consumption of 48mW. Designed circuit is limited by maximum operating frequency of process. Therefore, this circuit is to achieve CMOS communication ICs with an operating speed greater than 3Gb/s in submicron process of high of operating frequency.

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Design of a 1.5V 2mW 96dB Peak SNDR $\sum\Delta$ Modulator for Audio Applications (1.5V 2mW 96dB Peak SNDR, 오디오용 $\sum\Delta$ Modulator 설계)

  • 이강명;이상훈;박종태;유종근
    • Proceedings of the IEEK Conference
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    • 2000.11b
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    • pp.156-159
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    • 2000
  • This paper presents a low-voltage, low-power $\Sigma$Δ modulator for audio applications. It use a simple second-order fully-differential switched-capacitor structure with a sampling frequency of 12.5 MHz and oversampling ratio of 256. It operates from a single 1.5V Bower supply and dissipates 2 ㎽. Extensive simulations using 0.25 ${\mu}{\textrm}{m}$ CMOS Process parameters show that it achieves 96㏈ peak SNDR in a 22 KHz bandwidth.

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A Microcontroller-Based Lock-In Amplifier for Capacitive Sensors (용량형 센서를 위한 마이크로컨트롤러에 기반을 둔 록인 증폭기)

  • Kim, Cheong-Worl
    • Journal of Sensor Science and Technology
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    • v.23 no.1
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    • pp.24-28
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    • 2014
  • A lock-in amplifier was proposed for capacitive sensor applications. This amplifier was based on a general-purpose microcontroller and had only a charge amplifier as analog circuits. All the other functions of lock-in amplifier except for the charge amplifier were implemented with firmware and the internal resources of the microcontroller. A rectangular signal, generated by the microcontroller, was used in a sensor-driving signal instead of a conventional sinusoidal signal. This makes it possible that the phase comparison circuit in the lockin amplifier is made with analog-to-digital converter, a timer and an interrupt controller. Using the oversampling method and the rectangular driving signal, we can make it easy to implement the peak detection function with software and sample the peak-to-peak signal at charge amplifier output. A charge amplifier was proposed to cancel out the base capacitance existing in capacitive sensors structurally. The experimental results show that the lock-in amplifier operating in the supply voltage of 3.0 V cancels out the base capacitance and has good linearity.

Multichannel Blind Equalization using Multistep Prediction and Adaptive Implementation

  • Ahn, Kyung-Seung;Hwang, Ho-Sun;Hwang, Tae-Jin;Baik, Heung-Ki
    • Proceedings of the IEEK Conference
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    • 2001.06a
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    • pp.69-72
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    • 2001
  • Blind equalization of transmission channel is important in communication areas and signal processing applications because it does not need training sequence, nor does it require a priori channel information. Recently, Tong et al. proposed solutions for this problem exploit the diversity induced by antenna array or time oversampling, leading to the second order statistics techniques, fur example, subspace method, prediction error method, and so on. The linear prediction error method is perhaps the most attractive in practice due to the insensitive to blind equalizer length mismatch as well as for its simple adaptive filter implementation. Unfortunately, the previous one-step prediction error method is known to be limited in arbitrary delay. In this paper, we induce the optimal delay, and propose the adaptive blind equalizer with multi-step linear prediction using RLS-type algorithm. Simulation results are presented to demonstrate the proposed algorithm and to compare it with existing algorithms.

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Adaptive Eigenvalue Decomposition Approach to Blind Channel Identification

  • Byun, Eul-Chool;Ahn, Kyung-Seung;Baik, Heung-Ki
    • Proceedings of the IEEK Conference
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    • 2001.06a
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    • pp.317-320
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    • 2001
  • Blind adaptive channel identification of communication channels is a problem of important current theoretical and practical concerns. Recently proposed solutions for this problem exploit the diversity induced by antenna array or time oversampling leading to the so-called, second order statistics techniques. And adaptive blind channel identification techniques based on a off-line least-squares approach have been proposed. In this paper, a new approach is proposed that is based on eigenvalue decomposition. And the eigenvector corresponding to the minimum eigenvalue of the covariance matrix of the received signals contains the channel impulse response. And we present a adaptive algorithm to solve this problem. The performance of the proposed technique is evaluated over real measured channel and is compared to existing algorithms.

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Development of Oversampled Multibit Sigma-Delta A/D Convertor with Nonuniform Quantizer (비균일 양자기에 의한 과표본화율의 멀티빗트 시그마-델타 A/D 변조기의 개발)

  • Park, Chong-Yeun;Jang, Mok-Soon
    • Proceedings of the KIEE Conference
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    • 1995.11a
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    • pp.489-492
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    • 1995
  • This paper has represented the new system for a multibit oversampled sigma-delta A/D convertor. The novel digital correction scheme with the ROM-Table is employed to enhance SNR without requiring accurate precision of the analogue components. This architectures have a good features compared with the 1-bit approach, including significantly lower quantization noise for a given oversampling ratio, as well as improved stability characteristics. Then we have shown the validity of the proposed system by use of the software for the performance evaluation and by realizing the system with SCFs(switched capacitor filter).

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Geometry Image Optimization using a Normal Vector (정점의 법선벡터를 이용한 기하이미지의 최적화)

  • Park Jong-Lae;Yang Sung-Bong
    • Proceedings of the Korea Information Processing Society Conference
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    • 2004.11a
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    • pp.241-244
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    • 2004
  • 일반적으로 메쉬(mesh)는 비정규 연결 형태(irregular connectivity)로 되어 있다. 리메싱(remeshing)은 비정규 연결 형태의 메쉬를 정규 연결 형태(regular connectivity)로 바꾸어 주는 작업이다. 메쉬의 기하 정보가 2D 그리드에 저장이 되어 있는 기하이미지(geometry Images)는 비정규 연결 형태의 메쉬를 완전 정규 형태(completely regular connectivity)로 리메싱하는 데 사용된다. 원본 메쉬를 기하 이미지로 생성하는 방법은 변형되는 크기를 최소화 하는 스트레치 메트릭(stretch metric)을 기반으로 이루어 졌다. 이 방법은 리메싱된 메쉬의 언더샘플링(undersampling)을 줄여 주게 된다. 하지만 리메싱 과정에서 생기는 오버샘플링(oversampling)은 줄여 주지 못한다. 본 논문에서는 정점(vertex)의 법선 벡터(normal vector)를 이용하여 기하이미지의 오버샘플링을 줄이는 방법을 제시한다.

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