• Title/Summary/Keyword: reduction technique

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Overdrive Frame Memory Reduction Using a Fast Discrete Wavelet Transform (고속 이산 웨이블릿 변환을 이용한 Overdrive 프레임 메모리 축소)

  • Seong, Jeong-Hoon;Moon, Hyeok;Chun, Ik-Jae;Kim, Bo-Gwan
    • Proceedings of the IEEK Conference
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    • 2005.11a
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    • pp.933-936
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    • 2005
  • Applications of LCD panel are getting more increased for motion-image applications. However, when the motion-images are displayed on LCD panels, they may be blurred due to slow response time of liquid crystal (LC). One of the solutions of the problem is overdrive technique. The technique has a lot of memory usage. In this paper, we propose a reduction method of the frame memory that is required for LCD overdrive. Proposed overdrive architecture consists of line-based lifting integer (5, 3) DWT filter for image data reduction and BLI (Bi-Linearly Interpolation) LUT for pixel value accelerating.

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A New Noise Reduction Technique using Receptive Fields (수용체를 사용한 새로운 잡영 감소 기법)

  • Lee, Ho-Suk
    • Proceedings of the Korean Information Science Society Conference
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    • 2007.06c
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    • pp.436-439
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    • 2007
  • Noise reduction in the image is very important to improve the quality of the image. This paper discusses a new noise reduction technique which uses the On/Off spatio-temporal structure of the receptive fields. Also this paper proposes a structurally improved artificial vision system which incorporates the sphere type retina structure, an improved On/Off spatio-temporal receptive fields structure, and chiasm for hemianopia testing.

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Peformance Analysis of a Pre-Scrambling Scheme for Reducing the PAPR in OFDM Systems (OFDM 시스템에서 PAPR의 감소를 위한 사전-스크램블링 기법의 성능분석)

  • 최광돈;김시철;박상규
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.29 no.5A
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    • pp.521-526
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    • 2004
  • OFDM is a very attractive technique for achieving high-bit-rate data transmission and high spectrum efficiency. However, one of disadvantages of OFDM signal is the high PAPR characteristic when multi-carriers are added up coherently. In this Paper, we propose-scrambling scheme using correlator for PAPR reduction and reducing the amount of PAPR calculations. The simulation results show that this scheme has less computational complexity and reasonable PAPR reduction capability compared to PTS technique.

User-Item Matrix Reduction Technique for Personalized Recommender Systems (개인화 된 추천시스템을 위한 사용자-상품 매트릭스 축약기법)

  • Kim, Kyoung-Jae;Ahn, Hyun-Chul
    • Journal of Information Technology Applications and Management
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    • v.16 no.1
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    • pp.97-113
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    • 2009
  • Collaborative filtering(CF) has been a very successful approach for building recommender system, but its widespread use has exposed to some well-known problems including sparsity and scalability problems. In order to mitigate these problems, we propose two novel models for improving the typical CF algorithm, whose names are ISCF(Item-Selected CF) and USCF(User-Selected CF). The modified models of the conventional CF method that condense the original dataset by reducing a dimension of items or users in the user-item matrix may improve the prediction accuracy as well as the efficiency of the conventional CF algorithm. As a tool to optimize the reduction of a user-item matrix, our study proposes genetic algorithms. We believe that our approach may relieve the sparsity and scalability problems. To validate the applicability of ISCF and USCF, we applied them to the MovieLens dataset. Experimental results showed that both the efficiency and the accuracy were enhanced in our proposed models.

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Boosting Multifactor Dimensionality Reduction Using Pre-evaluation

  • Hong, Yingfu;Lee, Sangbum;Oh, Sejong
    • ETRI Journal
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    • v.38 no.1
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    • pp.206-215
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    • 2016
  • The detection of gene-gene interactions during genetic studies of common human diseases is important, and the technique of multifactor dimensionality reduction (MDR) has been widely applied to this end. However, this technique is not free from the "curse of dimensionality" -that is, it works well for two- or three-way interactions but requires a long execution time and extensive computing resources to detect, for example, a 10-way interaction. Here, we propose a boosting method to reduce MDR execution time. With the use of pre-evaluation measurements, gene sets with low levels of interaction can be removed prior to the application of MDR. Thus, the problem space is decreased and considerable time can be saved in the execution of MDR.

A low-power multiplying D/A converter design for 10-bit CMOS algorithmic A/D converters (10비트 CMOS algorithmic A/D 변환기를 위한 저전력 MDAC 회로설계)

  • 이제엽;이승훈
    • Journal of the Korean Institute of Telematics and Electronics C
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    • v.34C no.12
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    • pp.20-27
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    • 1997
  • In this paper, a multiplying digital-to-analog converter (MDAC) circuit for low-power high-resolution CMOS algorithmic A/D converters (ADC's) is proposed. The proposed MDAC is designed to operte properly at a supply at a supply voltge between 3 V and 5 V and employs an analog0domain power reduction technique based on a bias switching circuit so that the total power consumption can be optimized. As metal-to-metal capacitors are implemented as frequency compensation capacitors, opamps' performance can be varied by imperfect process control. The MDAC minimizes the effects by the circuit performance variations with on-chip tuning circuits. The proposed low-power MDAC is implementd as a sub-block of a 10-bit 200kHz algorithmic ADC using a 0.6 um single-poly double-metal n-well CMOS technology. With the power-reduction technique enabled, the power consumption of the experimental ADC is reduced from 11mW to 7mW at a 3.3V supply voltage and the power reduction ratio of 36% is achieved.

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Simultaneous Switching Noise Reduction Technique in Multi-Layer Boards using Conductive Dielectric Substrate (전도성 유전기판을 이용한 다층기판에서의 Simultaneous Switching Noise 감소 기법)

  • 김성진;전철규;이해영
    • Journal of the Microelectronics and Packaging Society
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    • v.6 no.4
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    • pp.9-14
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    • 1999
  • In this paper, we proposed a simultaneous switching noise (SSN) reduction technique in multi-layer boards (MLB) for high-speed digital applications and analyzed it using the Finite Difference Time Domain (FDTD) method. The new structure using conductive dielectric substrates is effective for the reduction of SSN couplings and resonances. The uniform insertion of the conducive layer reduced the SSN coupling and resonance by 85% and the partial insertion only around the edges reduced by 55% respectively.

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A practical subcritical rod worth measurement technique based on the improved neutron source multiplication method

  • Jiahe Bai;Chenghui Wan;Ser Gi Hong;Hongchun Wu
    • Nuclear Engineering and Technology
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    • v.56 no.4
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    • pp.1398-1406
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    • 2024
  • The control rod worth is a key safety parameter required to be measured in commercial pressurized water reactors (PWRs). Conventionally, the control rod worth is measured after reaching the critical state, which occupies the considerable time in the zero-power physics test. In this study, an efficient control-rod worth measurement technique has been proposed based on the improved neutron-source multiplication method, which can be implemented with the source-range detector count rates in the subcritical states. Moreover, the noise reduction technique has been adopted to smooth the large fluctuation existing in the original signals. In order to verify the engineering performance of the proposed measurement technique, the measured source-range detector count rates during the rod withdrawal process before reaching critical state in a CNP1000 reactor have been employed. It demonstrated that almost all estimated results of control rod worth satisfy the engineering acceptance criteria, except one control rod with the relative difference over 10 %, which indicates the capability of the proposed method in estimating control rod worth.

Evaluation of O-MAR XD Technique for Reduction of Magnetic Susceptibility Artifact of Knee Implant (인공 무릎관절에서 자화율 인공물의 감소를 위한 O-MAR XD 기법의 평가)

  • Lee, Jung-Hoon
    • Journal of radiological science and technology
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    • v.41 no.5
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    • pp.413-419
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    • 2018
  • Magnetic Resonance Imaging for patients with metallic implant has poor image quality, and signal loss and artifacts including distortion can occur. The purpose of this study is to carry out a comparative evaluation on high receive bandwidth(hiBW), O-MAR, O-MAR XD to reduce artifacts in knee implant. To take MRI, 3.0T scanner and dual-source radiofrequency transmission were used. O-MAR XD technique's strong option showed a significant difference (p<0.001) with O-MAR XD technique's weak option, O-MAR and hiBW excluding the medium option. O-MAR XD's medium option had a significant difference (p<0.01) with O-MAR XD's weak, O-MAR and hiBW. O-MAR XD technique's weak option had a significant difference (p<0.01) with O-MAR XD's strong and medium options, O-MAR and hiBW. O-MAR technique had a significant difference (p<0.001) with strong, medium, weak options of O-MAR XD technique except for hiBW. HiBW had a significant difference (p<0.001) with strong, medium and weak options of O-MAR XD technique except for O-MAR. The results showed that O-MAR XD technique was more useful for MRI scan for patients with knee replacement surgery than traditional techniques such as hiBW or O-MAR, and susceptibility artifacts decreased more when O-MAR XD technique's strong or medium option was applied. Based on the results above, it is considered that it will be possible to acquire images whose susceptibility artifacts were highly decreased by using O-MAR XD technique's strong or medium option when conducting MRI for artificial knee joint and it will be helpful for checking and monitoring patients with knee joint replacement.

Particle Loss Reduction Technique Using Dielectrophoresis in Microfluidic Channel (유전영동을 이용한 미세유체채널 내부의 입자 손실 저감 기술)

  • Kang, Dong-Hyun;Kim, Min-Gu;Kim, Yong-Jun
    • Journal of Sensor Science and Technology
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    • v.20 no.5
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    • pp.357-362
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    • 2011
  • This paper demonstrates a novel electrodynamic technique to remove particles from the wall of microchannels. Dielectrohporesis(DEP) is generated by applying alternating electric potentials to the interdigitated electrodes integrated at the bottom of the micro-channel. The proposed technique is applied to a general microfluidic channel as a feasibility test. To examine the wall loss reduction efficiency, 10 ${\mu}m$ diameter Polystyrene latexes(PSL) were supplied to the inlet of the device. Then, the concentration of collected particles through devices was measured. In the experiment for 10 ${\mu}m$ diameter PSL particles, the concentration of the injected particles was $174.25{\times}10^4$ particles/ml. However, the concentration of collected particles at the outlet was $52.25{\times}10^4$ particles/ml. Only 30 % of particles had arrived at the outlet and 70 % of particles had adhered to the wall of the microfluidic channel. By applying alternating electric potentials from 0 to 20 $V_{pp}$ at 3 MHz, the concentration of injected particles was 135.00${\times}10^4$ particles/ml, the concentration of collected particles was increased as $105.25{\times}10^4$ particles/ml at 20 $V_{pp}$ at the outlet. When the electric potential was 20 $V_{pp}$, the particle loss was decreased by 39 % (initial loss: 70 %, loss at 20 Vpp: 31 %) with 10 ${\mu}m$ particle. The particle loss was decreased along to the incensement of electric potentials and the enlargement of the diameter of particles. According to these measured results, it was confirmed that the proposal of using DEP technique could be a good candidate for particle loss reduction in micro-particle processing chip application. Moreover, it is expected that the proposed technique could enhance performance of microfluidic and biochip devices.