• 전자공학회논문지
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• 제50권8호
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• pp.67-75
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• 2013

OFDM (Orthogonal Frequency Division Multiplexing) 전송방식의 장점은 높은 주파수 효율, RF 간섭에 대한 강인성, 낮은 다중경로 왜곡 등을 들 수 있다. 다중 사용자 OFDM의 채널용량을 확대하기 위해서는 사용자간의 부채널과 비트할당을 위한 효율적인 알고리즘을 개발하여야 한다. 본 연구에서는 다중 사용자 OFDM 시스템에서 총전송전력을 최소화하는 부채널 및 비트 할당을 위한 0-1 정수계획법문제의 선형계획법 dual 문제의 특성을 기존의 볼록최적화기법 접근법과 비교하고 선형계획법 dual 해를 이용한 primal 휴리스틱 알고리즘을 제안한다. MQAM (M-ary Quadrature Amplitude Modulation)을 사용하고 3개의 독립적인 Rayleigh 다중 경로로 구성된 주파수 선택적 채널을 가정한 경우 MATLAB을 사용한 모의실험에서 제안된 휴리스틱 해의 성능을 기존의 MAO, ESA 휴리스틱 해 및 정수계획법 최적해와 성능을 비교하였다.

• 대한전자공학회:학술대회논문집
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• 대한전자공학회 2003년도 하계종합학술대회 논문집 Ⅳ
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• pp.1915-1919
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• 2003

A practical method of adaptive rate allocation to source and channel codings for an independent loss channel is proposed for Internet video. It is based on the observations that the values of residual loss probabilities at the optimal code rates for different packet loss probabilities are closely clustered to the average residual loss probability for a transmission frame size n in RS(n,k) code and for a total bit rate R. These observations aye then exploited to find the code rate for maximum PSNR. Simulation results demonstrate that the proposed method achieves a near-optimal bit-rate allocation in the joint source-channel coding of H.263 and RS(n,k) codings.

• ETRI Journal
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• 제38권1호
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• pp.185-194
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• 2016

In this paper, a novel rate control scheme for low delay video coding of High Efficiency Video Coding (HEVC) is proposed. The proposed scheme is developed by considering a new temporal prediction structure of HEVC. In the proposed scheme, the relationship between bit rate and quantization step is exploited firstly to formulate an accurate quadratic rate-quantization (R-Q) model. Secondly, a method of determining the quantization parameters (QPs) for the first frames within a group of pictures is proposed. Thirdly, an accurate frame-level bit allocation method is proposed for HEVC. Finally, based on the proposed R-Q model and the target bit allocated for the frame, the QPs are predicted for coding tree units by using rate-distortion (R-D) optimization. We compare our scheme against that of three other state-of-the-art rate control schemes. Experimental results show that the proposed rate control scheme can increase the Bjøntegaard delta peak signal-to-noise ratio by 0.65 dB and 0.09 dB on average compared with the JCTVC-I0094 and JCTVC-M0036 schemes, respectively, both of which have been implemented in an HEVC test model encoder; furthermore, the proposed scheme achieves a similar R-D performance to Wang's scheme, as well as obtaining the smallest bit rate mismatch error of all the schemes.

• 한국방송∙미디어공학회:학술대회논문집
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• 한국방송∙미디어공학회 2019년도 추계학술대회
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• pp.180-181
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• 2019

This paper proposes a rate control algorithm for intra coding frame in HEVC encoder using a deep learning approach. The proposed algorithm is designed for CTU level bit allocation in intra frame by considering visual features spatially and temporally. Our features are generated using visual geometry group (VGG-16) with deep convolutional layers, then it is used for bit allocation per each CTU within an intra frame. According to our experiments, the proposed algorithm can achieve -2.04% Luma component BD-rate gain with minimal bit accuracy loss against the HM-16.20 rate control model.

• Journal of Communications and Networks
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• 제9권2호
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• pp.136-140
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• 2007

In this paper, an adaptive minimum transmit power modulation scheme under constant data rate and fixed bit error rate (BER) for the multiple-input multiple-output (MIMO) system is proposed. It adjusts the modulation order and allocates the transmit power to each spatial sub-channel when meeting the user's requirements at the cost of minimum transmission power. Compared to the other algorithm, it can obtain good performance with lower computational complexity and can be applied to the wireless communication system. Computer simulation results present the efficiency of the proposed scheme. And its performance under different channel condition has been compared with the other algorithm.

• 대한전자공학회:학술대회논문집
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• 대한전자공학회 2002년도 하계종합학술대회 논문집(4)
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• pp.25-28
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• 2002

This paper presents variable bit rate(VBR) rate control scheme based on MPEG-4 VM8 rate control scheme. An initial Q searching method provides more accurate bit allocation for the first frame. A frame skipping and RD Model update scheme when coded frame quality is too low or high prevents image quality fluctuation.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제10권4호
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• pp.1877-1891
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• 2016

In video coding, the goal of rate control (RC) is not only to avoid the undesirable fluctuation in bit allocation, but also to provide a good visual perception. In this paper, a novel frame-level rate control algorithm for High Efficiency Video Coding (HEVC) is proposed. Firstly a model that reveals the relationship between bit per pixel (bpp), the bitrate of the intra frame and the bitrate of the subsequent inter frames in a group of pictures (GOP) is established, based on which the target bitrate of the first intra frame is well estimated. Then a novel frame-level bit allocation algorithm is developed, which provides a robust bit balancing scheme between the intra frame and the inter frames in a GOP to achieve the visual quality smoothness throughout the whole sequence. Our experimental results show that when compared to the RC scheme for HEVC encoder HM-16.0, the proposed algorithm can produce reconstructed frames with more consistent objective video quality. In addition, the objective visual quality of the reconstructed frames can be improved with less bitrate.

• 대한전자공학회논문지
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• 제22권6호
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• pp.41-45
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• 1985

영상 변환부호화에 있어 블록양자화방식은 전체시스템의성능을 결정한다. 본 노문에서는 변환계수들의 분산치를 아는 경우와 거의 같은 성능을 갖는 양자화방법이 연구되었다. 연구된 방법은 비트배정(bit allocation) 및 분산치 추정을 양자화기에서의 분산치부정합 영향이 되도록 작아지게한 것이다. 그 성능은 변환계수의 확률밀도를 몇가지로 가정하여 컴푸터 시뮬레이션을 통해 확인되었다. 그 결과 대칭형 최적 비균등양자화기 및 최적 균등양자화ㅏ기 및 최적 균등양자화기의 경우 종래의 방법에 비해 NMSE면에서 야25%의 개선을 얻을 수 있었고 이 때의 부호화율은 약 1bit/pel 이었으며 사용된 변화능 DCT(diserete cosine transform)이었다.

• 대한전자공학회:학술대회논문집
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• 대한전자공학회 2001년도 제14회 신호처리 합동 학술대회 논문집
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• pp.51-54
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• 2001

지금까지의 비트 율 조절에 대한 연구는 일정한 프레임 율을 갖는다는 가정 하에서 매크로 블록 단에서의 연구가 대부분이었다. 그러나 저 전송률 환경에서는 사용 할 수 있는 bit 수가 적기 때문에 오히려 이러한 가정이 성능을 저하시킬 수 있다. 우리는 이 논문에서 저 전송률 환경에서 문제가 되는 motion jerkiness 와 flickering effort 를 개선시키고 프레임 skip 을 방지하는 비트율 조절 방법을 제안한다. 제안된 기법은 허용하는 지연 시간 안에서 부호화단에 부가적인 계산량을 거치 부가하지 않기 때문에 실시간 처리에 적합하다. 실험 결과는 우리의 기법이 저 전송률 환경에 적함함을 보여준다.

• 대한전자공학회:학술대회논문집
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• 대한전자공학회 1999년도 추계종합학술대회 논문집
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• pp.609-612
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• 1999

In this paper, we propose wavelet transform image compression method such that an image is decomposed into multiresolutions using biorthogonal wavelet transform with linear phase response property and decomposed subbands are classified by maximum classification gain. The classified data is quantized by allocating bits in accordance with classified class informations within subbands through arbitrary set bit allocation algorithm. And then, quantized data in each subband are entropy coded. The proposed coding method is that the quantized data perform shuffling before entropy coding in order to remove sign bit plane. And the context is assigned by maximum correlation direction for bit plane coding.