• Title/Summary/Keyword: Source separation

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RSNT-cFastICA for Complex-Valued Noncircular Signals in Wireless Sensor Networks

  • Deng, Changliang;Wei, Yimin;Shen, Yuehong;Zhao, Wei;Li, Hongjun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.12 no.10
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    • pp.4814-4834
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    • 2018
  • This paper presents an architecture for wireless sensor networks (WSNs) with blind source separation (BSS) applied to retrieve the received mixing signals of the sink nodes first. The little-to-no need of prior knowledge about the source signals of the sink nodes in the BSS method is obviously advantageous for WSNs. The optimization problem of the BSS of multiple independent source signals with complex and noncircular distributions from observed sensor nodes is considered and addressed. This paper applies Castella's reference-based scheme to Novey's negentropy-based algorithms, and then proposes a novel fast fixed-point (FastICA) algorithm, defined as the reference-signal negentropy complex FastICA (RSNT-cFastICA) for complex-valued noncircular-distribution source signals. The proposed method for the sink nodes is substantially more efficient than Novey's quasi-Newton algorithm in terms of computational speed under large numbers of samples, can effectively improve the power consumption effeciency of the sink nodes, and is significantly beneficial for WSNs and wireless communication networks (WCNs). The effectiveness and performance of the proposed method are validated and compared with three related BSS algorithms through theoretical analysis and simulations.

A Mono-To-Stereo Upmixing Algorithm Based on the Harmonic-Percussive Separation (타악기 음원 분리에 기반한 모노-스테레오 업믹싱 기법)

  • Choi, Keunwoo
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2013.06a
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    • pp.60-63
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    • 2013
  • In this research, a mono-to-stereo upmixing algorithm based on music source separation is proposed. For the upmixing, a harmonic and percussive separation for jazz music is implemented. Then, the sources are re-panned by equalizing the loudness of left and right sides of listeners in the one proposed approach. In the other approach, the harmonic sources are spread by a decorrelator while the percussive sources are panned to the center. In the experiments, the re-panning algorithm showed advanced performance in terms of localization and timbral quality.

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Comparison for the variable step-size FDICA with BSS algorithm in reverberant condition (반향환경에서의 가변 적응 상수를 이용한 FDICA와 여러 BSS 알고리즘과의 비교)

  • Park Keun-Soo;Park Jang-Sik;Son Kyung-Sik
    • Proceedings of the Korea Contents Association Conference
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    • 2005.05a
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    • pp.369-373
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    • 2005
  • This paper proposes a variable step size parameter method in frequency domain ICA (FDICA). The FDICA and the temporal analysis (TA) algorithm are experimented for blind source separation (BSS). This paper will compare the separation qualities of these two algorithms in various reverberation environments. Furthermore, it is shown that the proposed technique has the better separation performance than those of two methods especially in recorded data.

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An Experimental Study for the Relationship of Photon Flux Path ann Layered Properties of Biological Tissue with S- D Separation (S-D간격 변화에 따른 광양자의 경로와 생체조직의 계층성에 대한 실험적 연구)

  • 고한우
    • Journal of Biomedical Engineering Research
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    • v.15 no.1
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    • pp.35-40
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    • 1994
  • A probe was designed to study the relationship of photon flux path and layered properties of bilogical tissue. The result shows that different wavelengths have different flux path and maximum reflectance position with separation. The source-detector separations on maximum reflectance of IR and GR were 7.5 mm and 2.5 mmm each other and layered properties of tissue can be discriminated bye the change of S-D separation using designed probe.

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A Numerical Study on the Flow Characteristics of Kitchen Hood System (주방용 후드시스템의 유동특성에 관한 수치적 연구)

  • Lim Kyung-Bin;Lee Kwang-Sub;Lee Chang-Hee
    • Korean Journal of Air-Conditioning and Refrigeration Engineering
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    • v.18 no.4
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    • pp.359-369
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    • 2006
  • This study aims deriving analysis the flow characteristic of kitchen hood system with using 3-D numerical analysis method and improving the system to expel pollutes more efficiently. This system is applied with $k-{\varepsilon}$ turbulent model and using incompressibility viscosity flow range and boundary condition which are related to Bossinesq approximation following density variation in control volume. To understand the flow characteristics of four models, this study only focuses on velocity field, temperature field, and concentration field varying with followings whether separation plate is set or not and the shapes of separation plates. The quantity of air, speed of exhaust fan and temperature and concentration of heating source are concerned as constant values.

Investigation of aerosol resuspension model based on random contact with rough surface

  • Liwen He;Lili Tong;Xuewu Cao
    • Nuclear Engineering and Technology
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    • v.55 no.3
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    • pp.989-998
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    • 2023
  • Under nuclear reactor severe accidents, the resuspension of radioactive aerosol may occur in the containment due to the disturbing airflow generated by hydrogen combustion, hydrogen explosion and containment depressurization resulting in the increase of radioactive source term in the containment. In this paper, for containment conditions, by considering the contact between particle and rough deposition surface, the distribution of the distance between two contact points of particle and deposition surface, rolling and lifting separation mechanism, resuspension model based on random contact with rough surface (RRCR) is established. Subsequently, the detailed torque and force analysis is carried out, which indicates that particles are more easily resuspended by rolling under low disturbing airflow velocity. The simulation result is compared with the experimental result and the prediction of different simulation methods, the RRCR model shows equivalent and better predictive ability, which can be applicable for simulation of aerosol resuspension in containment during severe accident.

Self-excited Variability of the East Korea Warm Current: A Quasi-Geostyophic Model Study

  • Lee, Sang-Ki
    • Journal of the korean society of oceanography
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    • v.34 no.1
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    • pp.1-21
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    • 1999
  • A two-layer quasi-geostrophic numerical model is used to investigate the temporal variability of the East Korea Warm Current (EKWC), especially the separation from the Korean coast and the generation of warm eddies. An attention is given on the active role of the nonlinear boundary layer process. For this, an idealized flat bottom model of the East Sea is forced with the annual mean wind curl and with the inflow-outflow specified at the Korea (Tsushima) and Tsugaru Straits. Two types of separation mechanisms are identified. The first one is influenced by the westward movement of the recirculating leg of the EKWC (externally driven separation),the second one is solely driven by the boundary layer dynamics (internally driven separation). However, these two processes are not independent, and usually coexist. It is hypothesized that 'internally driven separation' arises as the result of relative vorticity production at the wall, its subsequent advection via the EKWC, and its accumulation up to a critical level characterized by the separation of the boundary flow from the coast. It is found that the sharp southeastern corner of the Korean peninsula provides a favorable condition for the accumulation of relative vorticity. The separation of the EKWC usually accompanies the generation of a warm eddy with a diameter of about 120 km. The warm eddy has a typical layer-averaged velocity of 0.3 m/s and its lifespan is up to a year. In general, the characteristics of the simulated warm eddy are compatible with observations. A conclusion is therefore drawn that the variability of the EKWC is at least partially self-excited, not being influenced by any sources of perturbation in the forcing field, and that the likely source of the variability is the barotropic instability although the extent of contribution from the baroclinic instability remains unknown. The effects of the seasonal wind curl and inflow-outflow strength are also investigated.

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Chromatographic Separation of Hydrogen Isotopes by Deactivated Alumina Stationary Phase (비활성 알루미나 고정상을 이용한 수소동위원소의 크로마토그래피 분리)

  • Kim, Kwang Rag;Lee, Sung Ho;Kang, Hee Suk;Chung, Hongsuk;Sung, Ki Woung
    • Applied Chemistry for Engineering
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    • v.9 no.1
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    • pp.121-128
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    • 1998
  • In fields of operating or handling a hydrogen isotope facility, and of the technology for nuclear fusion source management, gas chromatography has been used as one of the practical techniques lot separation and enrichment of hydrogen isotopic gases including tritium. Chromatographic separation experiments of the hydrogen isotope mixture (hydrogen, deuterium and tritium) were carried out by use of a commercially available gas chromatograph. An aliquot of gas sample was injected by a specially designed vacuum sampler into the stream of inert carrier gas which went through the separation column under liquid nitrogen temperature. The complete separation of hydrogen isotopic molecules was observed with an alumina adsorbent partially deactivated by coating with 10% manganese chlorine. In addition, fairly good separation conditions were obtained without any appearance of nuclear spin isomers with shorter retention time, which would be available for the practical applications of the hydrogen isotope separation and enrichment.

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DEPENDENCE OF THE SENSITIVITY TO PLANETS ON THE PROPERTIES OF HIGH-MAGNIFICATION GRAVITATIONAL MICROLENSING EVENTS

  • Han, Cheong-Ho
    • Journal of The Korean Astronomical Society
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    • v.44 no.4
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    • pp.109-113
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    • 2011
  • In current microlensing planet searches that are being carried out in a survey/follow-up mode, the most important targets for follow-up observations are lensing events with high magnifications resulting from the very close approach of background source stars to the lens. In this paper, we investigate the dependence of the sensitivity to planets on detailed properties of high-magnification events. From this, it is found that the sensitivity does not monotonically increase as the impact parameter between the lens and the source trajectory decreases. Instead, it is roughly the same for events with impact parameters less than a certain threshold value. It is also found that events involving main-sequence source stars are sensitive to planets in a much wider range of separation and mass ratio, than those events involved with giant source stars. Based on these results, we propose observational strategies for maximal planet detections considering the types of telescopes available for follow-up observations.

Clear separation of duties and its effect on growth and performance of business start-up in a developing country: Case study of University of Kigali.

  • Nuwagaba, Alfred
    • East Asian Journal of Business Economics (EAJBE)
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    • v.2 no.1
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    • pp.1-6
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    • 2014
  • This research was about understanding challenges in managing a business start up. University of Kigali was used as a case study. It is domiciled in Rwanda. It was chosen because it is a recent university establishment and it provided a good source of information for this research. The issue that triggered this study was to understand the virtue of having clear separation of duties in new business start-ups. The findings from this study reveal that 100 percent of the respondents believe that clear separation of roles and clear communication between management, shareholders and Board of directors is vital for new businesses. From the Literature review, it was clear that a firm in its infancy has a lot of risks and it would not be a bad idea for the start for shareholders and Board of directors to give a helping hand in the day to day running of the business until its stabilization. Employees need to know the vision and mission of the business start-up and again, the managing director of a firm needs to work closely with the chairman Board of directors for effective driving of the firm into the right direction. The momentum in growth of University of Kigali is due to respect of the pillar of separation of duties in its hierarchical structure and for allowing a decentralized structure type of management for flourish.