• Title/Summary/Keyword: SAM filters

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A new multilevel representation of ETBF: Subset averaged filters (ETBF의 새로운 다진영역 표현: SA 여파기)

  • 송종관
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.7 no.7
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    • pp.1556-1562
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    • 2003
  • In this paper, a new representations of extended threshold Boolean filter(ETBF), called SA filter, is introduced. The structure of this representations is a one of multistage filters. The first stage is subfilters of nonlinear filters such as maximum, minimum, or exclusive-OR operators. The second stage is linear combination of Int stage outputs. Although the structure of this representations is very similar to SAM filters, SA filters encampass all ETBF not subset of ETBF.

The performance of SA filters according to the filter order (SA 여파기의 차수에 따른 성능 평가)

  • Song, Jong-Kwan;Yoon, Byung-Woo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.9 no.7
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    • pp.1502-1507
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    • 2005
  • The SA filters have a very flexible structure by limiting the maximum subwindow size. This flexible structure presents an effective trade-off between the complexity and performance of the filters. In this paper, experimental results showing the performance variation according to the change of filter order and subfilter type(such as max, min, exclusive-OR, mod) are presented. We designed optimal SA filters minimizing MSE for the various noise conditions. These results show several new properties of SA filters.

$H_2$, $H_{\infty}$, and mixed $H_2/H_{\infty}$ FIR Filters for Discrete-time State Space Models

  • Lee, Young-Sam;Jung, Soo-Yul;Seo, Joong-Eon;Han, Soo-Hee;Kwon, Wook-Hyun
    • Proceedings of the IEEK Conference
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    • 2003.11a
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    • pp.401-404
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    • 2003
  • In this paper, $H_2$, $H_{\infty}$, and mixed $H_2/H_{\infty}$ FIR filters are newly proposed for discrete-time state space signal models. The proposed filters require linearity, unbiased property, FIR structure, and independence of the initial state information in addition to the performance criteria in both $H_2$ and $H_{\infty}$ sense. It is shown that $H_2$, $H_{\infty}$, and mixed $H_2/H_{\infty}$ FIR filter design problems can be converted into convex programming problems via linear matrix inequalities (LMIs) with a linear equality constraint. Simulation studies illustrat that the proposed FIR filter is more robust against uncertainties and has faster convergence than the conventional IIR filters. the conventional IIR filters.

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Deep Learning-Based Speech Emotion Recognition Technology Using Voice Feature Filters (음성 특징 필터를 이용한 딥러닝 기반 음성 감정 인식 기술)

  • Shin Hyun Sam;Jun-Ki Hong
    • The Journal of Bigdata
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    • v.8 no.2
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    • pp.223-231
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    • 2023
  • In this study, we propose a model that extracts and analyzes features from deep learning-based speech signals, generates filters, and utilizes these filters to recognize emotions in speech signals. We evaluate the performance of emotion recognition accuracy using the proposed model. According to the simulation results using the proposed model, the average emotion recognition accuracy of DNN and RNN was very similar, at 84.59% and 84.52%, respectively. However, we observed that the simulation time for DNN was approximately 44.5% shorter than that of RNN, enabling quicker emotion prediction.

[ $H_2/H_{\infty}$ ] FIR Filters for Discrete-time State Space Models

  • Lee Young-Sam;Han Soo-Hee;Kwon Wook-Hyun
    • International Journal of Control, Automation, and Systems
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    • v.4 no.5
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    • pp.645-652
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    • 2006
  • In this paper a new type of filter, called the $H_2/H_{\infty}$ FIR filter, is proposed for discrete-time state space signal models. The proposed filter requires linearity, unbiased property, FIR structure, and independence of the initial state information in addition to the performance criteria in both $H_2$ and $H_{infty}$ sense. It is shown that $H_2,\;H_{\infty}$, and $H_2/H_{\infty}$ FIR filter design problems can be converted into convex programming problems via linear matrix inequalities (LMIs) with a linear equality constraint. Simulation studies illustrate that the proposed FIR filter is more robust against temporary uncertainties and has faster convergence than the conventional IIR filters.

Performance Study of Composite Air Filters Using Heterogeneous Fibers

  • Lee, Ji Soo;Oh, Yuree;Kim, Heejin;Park, Hyun-Seol;Yoon, Sam S.;Lee, Min Wook
    • Composites Research
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    • v.35 no.3
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    • pp.216-221
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    • 2022
  • Recently, the worldwide demand for disposable masks has increased due to COVID-19 infections and severe air pollution. Personal masks should reduce breathe resistance while maintaining filtering performance. In this study, a solution blowing process is used to produce composite nanofiber filters to co-spin two polymers at once. The manufacture process of the various fiber diameter filter was designed, and the filtration performance and differential pressure of the prepared filter was investigated. Poly vinylidene fluoride-hexafluoropropylene (PVDF-HFP) and Polylactic acid (PLA) fibers were chosen to be entangled together in a layer with a diameter of 1.05 ㎛ and 0.33 ㎛. Composite nanofilters showed up to 87% filtration efficiency and 32 Pa differential pressure.

Sensorless Speed Control for Brushless DC Motor using Digital IP Controller (디지털 IP 제어기를 이용한 브러시리스 직류 전동기의 센서리스 속도제어)

  • Kim Jong-Sun;Park Hyong-Joon;Jang Jae-Hoon;Yoo Ji-Yoon;Seo Sam-Jun
    • Proceedings of the KIPE Conference
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    • 2004.07a
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    • pp.289-293
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    • 2004
  • The sensorless speed control technique for BLDCM using digital IP control is proposed in this paper for advanced speed characteristic which is robust for loads. The sensorless drive of BLDCM using terminal voltages is affected by load or speed because it uses analog filters to estimate the rotor position. For this reason, the robust speed controller with the accurate rotor position estimator is needed for sensorless control which is robust to load and insensitive to motor parameters. The constant speeds robust to load variation and the stable sensorless control of BLDCM robust to the increase or decrease of speed with constant load are implemented using digital IP control in this paper. The validity to these is established with experimentation.

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A Study on Architecture of Motion Compensator for H.264/AVC Encoder (H.264/AVC부호화기용 움직임 보상기의 아키텍처 연구)

  • Kim, Won-Sam;Sonh, Seung-Il;Kang, Min-Goo
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.12 no.3
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    • pp.527-533
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    • 2008
  • Motion compensation always produces the principal bottleneck in the real-time high quality video applications. Therefore, a fast dedicated hardware is needed to perform motion compensation in the real-time video applications. In many video encoding methods, the frames are partitioned into blocks of Pixels. In general, motion compensation predicts present block by estimating the motion from previous frame. In motion compensation, the higher pixel accuracy shows the better performance but the computing complexity is increased. In this paper, we studied an architecture of motion compensator suitable for H.264/AVC encoder that supports quarter-pixel accuracy. The designed motion compensator increases the throughput using transpose array and 3 6-tap Luma filters and efficiently reduces the memory access. The motion compensator is described in VHDL and synthesized in Xilinx ISE and verified using Modelsim_6.1i. Our motion compensator uses 36-tap filters only and performs in 640 clock-cycle per macro block. The motion compensator proposed in this paper is suitable to the areas that require the real-time video processing.

A Study on Harmonic Reduction of Single-phase UPS with Variable Passive Harmonic Filters (가변형 수동 고조파 필터에 의한 단상 무정전전원장치의 고조파 저감에 관한 연구)

  • Kim, Sung-Sam;Hwang, Seon-Hwan
    • Journal of IKEEE
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    • v.23 no.2
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    • pp.495-501
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    • 2019
  • This paper proposes a variable passive harmonic filter for reduction and improvement of harmonics and power factor of single-phase uninterruptible power supply(UPS) with full bridge rectifier. Recently, UPSs have excellent harmonic and power factor operation characteristics by applying 2-level or more levels of power conversion methods. On the other hand, the single-phase UPS of the full bridge rectifier seriously causes the third, fifth, and seventh harmonics, and the power factor reduction on the grid side. Therefore, we present a variable passive harmonic filter for eliminating (2n+1) order harmonics and improving the power factor generated by the full bridge rectifier operation. In order to evaluate the performance of the proposed variable harmonic filter, the its validity is verified by various simulations and experiments.

A Microstrip Bandpass Filters Using Dual-Behavior Resonators Integrated with EBG Structures to Improve Stopband Response (저지대역 개선을 위해 EBG구조를 집적한 DBR 마이크로스트립 대역통과 여파기)

  • Seok Chang-Heon;Jang Jae-Sam;Lim Jung-Sup;Hwang Ho-Soon;Jung Young-Ho;Lee Dong-Cheol;Lee Min-Soo
    • Journal of the Institute of Electronics Engineers of Korea TC
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    • v.43 no.7 s.349
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    • pp.162-169
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    • 2006
  • A Micorstrip Bandpass Filter Using DBRs for WLAN ($2.3{\sim}2.4GHz$) applications is designed and an EBG structure is employed in the ground plane of the filter to suppress the stopband responses of the filter. The number of DBRs is chosen as two in consideration of low insertion loss and small size of two filter. The center frequency of the filter to be designed is 2.35GHz and its bandwidth is 140MHz. The responses of two kinds of DBR filters (one with EBG and the other without EBG) are calculated and compared with the measurements. The experimental results are in good agreement with the calculations: The bandwidth and insertion loss of the filter with EBG structure are 3.8% and 1.7dB respectively, while those of the filter without EBG structure are 7% and 1.23dB. It is shown that the insertion loss of the filter is increased and its bandwidth is deceased due to the EBG structure. Also the stopband responses of the filters with EBG structures are shown to be much improved compared with those without EBG.