• Title/Summary/Keyword: Quantization Level

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Under the fading channel environment, performance evaluation of AF CR loop Due to the quantization effect (페이딩 채널 환경하에서의 양자화 특성에 의한 AF CR loop의 성능평가)

  • 송재철;이경하;김선형;최형진
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.21 no.3
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    • pp.737-746
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    • 1996
  • In this paper, we present simulation result of quantization effects about a new Angular From Carrier Recovery Loop(AF CR loop) for PSK modulation technique. AF CR loop includes detected angle symbol and Multi Level hardimiter. In general, detected angle is used in dtermining symbol. Because detected angle is used to make an error signal of phase detector output, hardware implementation of AF CR loop is simpler than that of other loops. Before hardware implementation of AF CR loop, the result due to quantization effect should be investigated. In order to confirm quntization effect of AF CR loop, we evaluate performance of this loop by Monte-Carlosimulation method. Under both in the AWGN and Jake's fading noise channel environments, we confirmed the characteristics of AF CR loop in terms of RMS jitter due to quntization effect. Differential APSK modulation schemeis used in this paper. Especially, Jake's fading channel is used as a channel model and also AGC(Automatic Gain Control) is used in the overall process of performance evaluation. We obtained the resonable result of quantization effect about AF CR loop. With the result of performanceevaluation based on quantization effects, we can expect to operate AF CRloop under the fading channel environments reasonably well.

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Adaptive Quantization Scheme for Multi-Level Cell NAND Flash Memory (멀티 레벨 셀 낸드 플래시 메모리용 적응적 양자화기 설계)

  • Lee, Dong-Hwan;Sung, Wonyong
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.38C no.6
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    • pp.540-549
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    • 2013
  • An adaptive non-uniform quantization scheme is proposed for soft-decision error correction in NAND flash memory. Even though the conventional maximizing mutual information (MMI) quantizer shows the optimal post-FEC (forward error correction) bit error rate (BER) performance, this quantization scheme demands heavy computational overheads due to the exhaustive search to find the optimal parameter values. The proposed quantization scheme has a simple structure that is constructed by only six parameters, and the optimal values of them are found by maximizing the mutual information between the input and the output symbols. It is demonstrated that the proposed quantization scheme improves the BER performance of soft-decision decoding with only small computational overheads.

On the Lower Level Laplacian Pyramid Image Coding Using Vector Quantization (벡터 양자화를 이용한 저층 라플라시안 피라미드 영상의 부호화에 관한 연구)

  • 김정규;정호열;최태영
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.17 no.3
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    • pp.213-224
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    • 1992
  • An encoding technique based on region splitting and vector quantization is proposed for the lower level Laplacian pyramid images. The lower level Laplacian pyramid images have lower variance than higher levels but a great influence on compression ration due to large spatial area. And so from data compression viewpoint, we subdivide them with variance thresholding into two regions such as one called : flat region” and the other “edge region”, and encode the flat region with its mean value and the edge region as vector quantization method. The edge region can be reproduced faithfully and significant improvement on compression ratio can be accomplished with a little degradation of PSNR in spite of the effect of large flat region since the codebook used is generated from the edge region only on from the entire image including the flat region. It can be verified by computer simulation results that proposed method is more efficient in compression ratio and processing time than the conventional encoding technique of vector quantization.

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Quantization Level Selection of Intra-Frame for MPEG-4 Video Encoder (MPEG-4 부호화기에서의 인트라 프레임 양자화 레벨 선정)

  • Kim Jeong Woo;Cho Seong Hwan
    • Journal of Korea Multimedia Society
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    • v.8 no.1
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    • pp.9-18
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    • 2005
  • This paper presents the method of calculating the quantization level of the intra-frame in MPEG-4 video encoder. The intra-frame is an essential part in that the quality of the whole GOP is affected by the quality of this frame since the intra-frame, which works as a reference frame within GOP, continuously propagates through other frames. This work proposes how to use bits assigned for gaining the quantization level of the intra-frame, complexity of input images, and GOP structures. The result shows that while existing approaches have the decline in efficiency by using fixed values or show different qualifies depending on the characteristics of the images, the current approach shows the steady results in various images. Comparing with Q2 algorithm obtained in MPEG-4 VM, the approach suggested in this paper gains the benefit of maximum 3.49dB with some variations depending on the characteristics of the images.

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Reduction Method of Added Information Generated by Increasing the Number of Quantizer Reconstruction Levels (양자화 복원 레벨 개수 증대로 발생되는 부가정보 감소방법)

  • Wu, Ya-Lin;Kwon, Soon-Kak;Kwon, Oh-Jun
    • Journal of Korea Multimedia Society
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    • v.13 no.8
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    • pp.1154-1162
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    • 2010
  • Because it is easy to implement the scalar quantizer, it is used in various video coding systems. Although the scalar quantizer with a large quantization stepsize can reduce the amount of data, it has disadvantage that the reconstructed picture quality is poor. In this paper, we propose an efficient method which improves the coding performance by maintaining original quantization stepsize and increasing the number of quantization reconstruction levels. Simultaneously, for the purpose of solving the problem of transmitting the added symbol informations which is used to indicate the region of quantizer reconstruction level as the number of quantizer reconstruction level is increased, we also suggest the method to reduce the added informations. Therefore, for the intra-coded picture of H.264 video coding system, we generate the huffman codes for the symbol informations of quantization reconstruction regions by 4${\times}$4(horizontal 4 pixels, vertical pixels) block unit. Furthermore, for the inter-coded picture, we also generate the huffman codes for the symbol informations of quantization reconstruction regions by 8${\times}$8 blocks and 4${\times}$4 blocks within a macroblock. Adopting this method of reducing the added information by increasing the number of quantization reconstruction region, It is shown that the coding performance can be improved at the same bitrate.

Frequency Adaptive Hard-Decision Quantization for Video Coding (영상 부호화를 위한 주파수 적응형 경판정 양자화)

  • Xu, Motong;Jeon, Byeungwoo
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2019.11a
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    • pp.194-195
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    • 2019
  • In this paper, we propose a frequency location adaptive hard-decision quantization (HDQ) scheme for video coding. A threshold for zero quantized level is adaptively applied to unquantized transform coefficients based on its frequency location in the transform domain. The proposed method achieves an average of 1.13%, 1.57%, and 1.53% of bit-rate reduction in BDBR sense compared to the conventional HDQ scheme respectively in Y, Cb, and Cr under the all intra encoding configuration.

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A Fuzzy Resoning for Servo System by $\alpha$-Level Set Decomposition and Hardware Implementation ($\alpha$-레벨집합 분해에 의한 서보시스템용 퍼지추론과 하드웨어)

  • 안영주
    • Proceedings of the KIPE Conference
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    • 2000.07a
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    • pp.38-40
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    • 2000
  • In this paper we propose a calculation method for fuzzy control based on quantized $\alpha$-cut decomposition of fuzzy sets. This method is easy to be implemented in analog hardware. The effect of quantization levels on defuzzified fuzzy inference results is investigated. A few quantization levels are sufficient for fuzzy control. The hardware implementation of this calculation method and the defuzzification by gravity center method by PWM are also presented.

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An Efficient Representation Method for ICLD with Robustness to Spectral Distortion

  • Beack, Seung-Kwon;Seo, Jeong-Il;Kang, Kyung-Ok;Hanh, Min-Soo
    • ETRI Journal
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    • v.27 no.3
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    • pp.330-333
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    • 2005
  • The Inter-Channel Level Difference (ICLD) is a cue parameter to estimate spectral information in a binaural cue coding that has been recently in the spotlight as a multichannel audio signal compression technique. Even though the ICLD is an essential parameter, it is generally distorted by quantization. In this paper, a new modified ICLE representation method to minimize the quantization distortion is proposed by adopting a flexible determination of the reference channel and the unidirectional quantization. Our experimental result confirms that the proposed method improves the multichannel audio output quality even with the reduced bit-rate.

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Robust Image Watermarking using Quantization on the Lowest Wavelet Subband (웨이브렛 최저주파수 대역에서의 양자화를 이용한 강인한 영상 워터마킹)

  • 서용석;주상현;유원영
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.28 no.9C
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    • pp.898-907
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    • 2003
  • In this paper, we propose a new blind watermarking method that embeds a watermark on the lowest wavelet subband coefficients, while most watermarking techniques embed watermarks in the middle frequency range for robustness and fidelity. A new embedding algorithm for watermarking is proposed that embeds a bi-level watermark sequence into randomly selected wavelet coefficients on the lowest subband(LL) using a quantization in order to be robust. Experimental results prove our novel embedding strategy is invisible and good rate-distortion-robustness performance.

New Adaptive Compandor for LTE Signal Compression Based on Spline Approximations

  • Velimirovic, Lazar Zoran;Maric, Svetislav
    • ETRI Journal
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    • v.38 no.3
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    • pp.463-468
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    • 2016
  • With the constant increase in network traffic, wireless operators are finding it more challenging to keep network hardware costs to a minimum. At the same time, the energy cost associated with operating a network has increased proportionally. Therefore, the search for higher network capacity is simultaneously accompanied by the search for a cost-efficient network deployment. In this paper, we show that a saving in transmitted signal energy can be achieved at the signal design level by deploying very specific signal processing techniques. Using an orthogonal frequency-division multiplexing signal for Long-Term Evolution networks as an example, we utilize a novel non-uniform companding quantizer to save a transmitted signal energy. Our results show that by using non-uniform quantization it is possible to further optimize 4G wireless networks.