• 제목/요약/키워드: Band Selection

검색결과 298건 처리시간 0.025초

Optimal EEG Feature Extraction using DWT for Classification of Imagination of Hands Movement

  • Chum, Pharino;Park, Seung-Min;Ko, Kwang-Eun;Sim, Kwee-Bo
    • 한국지능시스템학회논문지
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    • 제21권6호
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    • pp.786-791
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    • 2011
  • An optimal feature selection and extraction procedure is an important task that significantly affects the success of brain activity analysis in brain-computer interface (BCI) research area. In this paper, a novel method for extracting the optimal feature from electroencephalogram (EEG) signal is proposed. At first, a student's-t-statistic method is used to normalize and to minimize statistical error between EEG measurements. And, 2D time-frequency data set from the raw EEG signal was extracted using discrete wavelet transform (DWT) as a raw feature, standard deviations and mean of 2D time-frequency matrix were extracted as a optimal EEG feature vector along with other basis feature of sub-band signals. In the experiment, data set 1 of BCI competition IV are used and classification using SVM to prove strength of our new method.

KROSS: Probing the Tully-Fisher Relation over Cosmic Time

  • Bureau, Martin
    • 천문학회보
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    • 제43권2호
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    • pp.35.2-35.2
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    • 2018
  • Using the K-band Multi-object Spectrograph (KMOS) at the Very Large Telescope (VLT), the KMOS Redshift One Spectroscopic Survey (KROSS) has gathered integral-field data for ~800 star-forming galaxies at a redshift z~1, when the universe was roughly half its current age and forming the bulk of its stars. With spatially-resolved observations, KROSS reveals galaxies that are both gas-rich and highly turbulent. It is possible to derive the observed and baryonic Tully-Fisher (luminosity - rotation velocity) relations, thus constraining the mass-to-light ratios and total (luminous + dark) masses of the galaxies. This in turn highlights the dependence of the relation zero-point on the degree of rotational support of the galaxies (rotational velocity to velocity dispersion ratio). By degrading and analogously analysing integral-field data of hundreds of local galaxies from the Sydney-AAO Multi-object Integral-field Spectrograph (SAMI) survey, a robust comparison z=0 Tully-Fisher relation can also be derived, thus further constraining the luminous and dark mass growth of disk galaxies over the last 7 billions years. This unique comparison also reveals that systematic effects associated with sample selection and analysis methods are as large as the effects expected from cosmological evolution, and thus that most other comparisons employing heterogeneous data and/or methods can safely be ignored.

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Wireless Mobile Sensor Networks with Cognitive Radio Based FPGA for Disaster Management

  • Ananthachari, G.A. Preethi
    • Journal of Information Processing Systems
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    • 제17권6호
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    • pp.1097-1114
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    • 2021
  • The primary objective of this work was to discover a solution for the survival of people in an emergency flood. The geographical information was obtained from remote sensing techniques. Through helpline numbers, people who are in need request support. Although, it cannot be ensured that all the people will acquire the facility. A proper link is required to communicate with people who are at risk in affected areas. Mobile sensor networks with field-programmable gate array (FPGA) self-configurable radios were deployed in damaged areas for communication. Ad-hoc networks do not have a centralized structure. All the mobile nodes deploy a temporary structure and they act as a base station. The mobile nodes are involved in searching the spectrum for channel utilization for better communication. FPGA-based techniques ensure seamless communication for the survivors. Timely help will increase the survival rate. The received signal strength is a vital factor for communication. Cognitive radio ensures channel utilization in an effective manner which results in better signal strength reception. Frequency band selection was carried out with the help of the GRA-MADM method. In this study, an analysis of signal strength for different mobile sensor nodes was performed. FPGA-based implementation showed enhanced outcomes compared to software-based algorithms.

기억용량 절약과 순회방식 선택이 가능한 디지털 필터의 구성에 관한 연구 (A Study on the Implementation of Digital Filters with Reduced Memory Space and Dual Impulse Response Types)

  • 박인정;이태원
    • 대한전자공학회논문지
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    • 제23권6호
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    • pp.950-956
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    • 1986
  • In this paper, a direct addressing mode of a microprocessor is introduced to save memory capacity, and also a dedicated digital filter is constructed to speed up the filter processing and to enable an easy selection of the impulse response types. A theoretical analysis has been conducted on the errors caused by the finite word klength, rounding-off and multiplication procedures. The digital filter designed by the proposed method is made into a module which can function as a 7th-order recursive or a 14-order nonrecursive type with a simples witch operation. The proposed filter is implemented on a printed-circuit board. The frequency characteristics of this filter can be controlled by the multiplication values stored in ROMs. A low-pass, a high-pass and a band-pass filter have been designed and their frequency characteristics are verified by actual measurements. For a order higher filer, two filter modules have been cascaded into an integrated filter of 23rd-order non-recursive low-pass type and a 12th-order recursive multiband type. Their frequency characteirstics have been found to agree with the theory.

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Relation between Black Hole Mass and Bulge in Hard X-ray selected Type 1 AGNs

  • Son, Suyeon;Kim, Minjin;Barth, Aaron J.;Ho, Luis C.
    • 천문학회보
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    • 제45권1호
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    • pp.62.1-62.1
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    • 2020
  • We present a scaling relation between black hole (BH) mass and bulge luminosity for 35 nearby (z<0.1) type 1 active galaxies, selected from the 70-month Swift-BAT X-ray source catalog. Thanks to the unbiased selection and proximity of the parent sample, our sample is suitable to study the physical connection between central black holes and host galaxies. We use the F814W images obtained with the Advanced Camera for Surveys on Hubble Space Telescope, to perform the imaging decomposition with GALFIT. With a careful treatment on the PSF model, we measure the I-band bulge brightness robustly. In combination with the BH mass estimated from a single-epoch spectroscopic data, we present the correlation between BH mass and bulge luminosity of the target AGNs. We demonstrate that our sample marginally lies off from the M(BH)-L(bulge) relation of inactive galaxies. We discuss possible physical origins of this discrepancy. Finally, we present how the relation depends on the photometric properties of AGNs and host galaxies, which may provide an useful insight on the co-evolution between BHs and host galaxies.

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Analysis of Receiving Strength according to the Attachment Location of RFID tag in Palletized Unit-load of Agricultural Products

  • Jong Min Park;Eon Uck Kang;Hyun Mo Jung
    • 한국포장학회지
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    • 제29권3호
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    • pp.211-221
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    • 2023
  • This study was conducted as a basic study for the selection of tags suitable for logistics management in the palletized unit-load unit and the development of various technologies to activate the palletized unit-load shipment of agricultural products through local APCs. Three types of passive RFID tags of UHF 900 MHz and one type of active RFID tag of 2.4 GHz band designed and manufactured through this study were used to analyze the receiving strength according to the tag's attachment location and distance of the palletized unit-load of agricultural products. In the passive RFID tag, there was a large difference in receiving strength by the tag's attachment location and a large amount of data loss depending on the distance within 30 m, whereas, in the active RFID tag, it was superior to the passive tags in terms of both receiving strength and data loss. Therefore, active tags are desirable from the perspective of multiple identification of warehouses with large spaces in relation to the application of RFID tags for palletized unit-loads of agricultural products, but the development of low-power technologies such as software wakeup power management as well as hardware to minimize battery power consumption is necessary.

부정맥 증상을 자동으로 판별하는 Random Forest 분류기의 정확도 향상을 위한 수정 알고리즘에 대한 연구 (Research on the modified algorithm for improving accuracy of Random Forest classifier which identifies automatically arrhythmia)

  • 이현주;신동규;박희원;김수한;신동일
    • 정보처리학회논문지B
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    • 제18B권6호
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    • pp.341-348
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    • 2011
  • 생체신호의 한 분야인 심전도는 분류알고리즘을 사용한 실험이 일반적이다. 심전도를 실험한 논문에서 사용된 분류알고리즘은 대부분 SVM(Support Vector Machine), MLP(Multilayer Perceptron) 이었으나, 본 실험은 Random Forest 분류기를 시도하였다. 실험방법은 Random Forest 알고리즘을 실험데이터의 신호의 특징에 기반하여 분석하도록 수정하였고, 분류기의 수정된 알고리즘 성능을 규명하기 위하여 SVM과 MLP 분류기와 정확도를 비교 분석하였다. 실험에서는 심전도 신호의 R-R interval을 추출하여 시행하였으며 또한 동일한 데이터를 사용한 타 논문의 결과와 본 실험의 결과를 비교 분석하였다. 결과는 수정된 Random Forest 분류기가 SVM, MLP 분류기, 그리고 타 실험의 결과보다 정확도 부분에서는 우수한 결과를 도출하였다. 본 실험의 전처리 과정에서는 대역통과필터를 사용하여 R-R interval을 추출하였다. 그러나 심전도 실험에서는 대역통과 필터 뿐 아니라, 웨이블릿 변환, 메디안 필터, 유한 임펄스 필터 등으로 실험하는 경우가 많다. 따라서 향후에는 전처리과정에서 기저선 잡음(baseline wandering)을 효율적으로 제거하는 필터의 선택이 필요하며, R-R interval을 정확하게 추출할 수 있는 방법에 대한 연구가 필요하다고 사려된다.

한국산 팽나무 버섯의 계통류별과 그 배양적 특성에 관한 연구 (On the Identification of Strains and the Cultural Characteristics of Flammulina velutipes in Korea)

  • 윤정구
    • 미생물학회지
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    • 제12권4호
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    • pp.159-179
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    • 1974
  • In order to investigate morphological and cultural characteristics of strains in species, Flammulina velutipes, the author collected isolates of Flammultina velutipes at 49 locations in Korea and cultivated these isolates on the various kinds of solid media. After investigating the cultural characteristics, appeared on the various media, he obtained the following results : 1. The variation of colors in the fruit bodies is connected with the variation of climatic environments(composite effects between mean temperature in January and number of rain days of 1mm and over precipitation). The author, therfore, can find out the trend that brown type is distributed in the midland climatic region and yellow type in the southern climatic regoin. 2. Two types can be classified into several strains respectively : the strain of abundant or insufficient productivity, and strain of selectivity or non-selectivity of media. 3. According to the results of mutual comparison of soluble mycelial proteins by disc electrophoresis using polyacrylamide gels, each type has special common protein fractions(brown type : band located at 26..5mm position from surface of gel, yellow type : band located at 24.5mm position from surface of gel), and each strain has special protein fractions too. Therefore this phenomenon seems to support the results obtained by the above-stated morphological and cultural studies. 4. In the adaptability of strains to the temperature, every strain has the nature of growing in lower temperature(the optimum temperature of 20.deg.C to 25.deg.C) except that YI-1 strain has the optimum temperatue of $25^{\circ}C$-26^{\circ}C. And mycelial growth of every strain is discontinued at $35^{\circ}C.$ 5. In the adaptability of strains to the H-ion concentration, every strain has wide adaptable range of H-ion concentration, and has optimum range of pH 5.5 to 6.6 in mycelial growth excepting YA01, BI-2 and YI-1. 6. In the utility of carbon sources, the mycelial growth of every strain is very poor on the media containing xylose(average diameter of mycelial growth : 18mm), and most strains utilize favorably sucrose(39mm), maltose(37mm) and dextrose(35mm) in mycelial growth. In the utility of nitrogen sources, every strain utilizes favorably organic nitrogens(36 mm)more than inorganic nitrogens (25 mm), and utilizes fully peptone nad asparagine in organic nitrogens. Especially BA-1, BIK-2 and YA-1 strains grow vigorously on each media containing various carbon and nitrogen sources. 7. The characteristic tests of the number of days required for mycelial growth, the number of days requried for sprout of young bodies, the length of stipe and the number of fruit bodies formation seem to be useful methods in the early selection of the strain of the abundant productivity.

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텔레비전 유휴 주파수 대역을 지원하는 저잡음 및 고선형 특성의 RF 수신기 설계 (TV White Space Low-noise and High-Linear RF Front-end Receiver)

  • 김창완
    • 한국정보통신학회논문지
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    • 제22권1호
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    • pp.91-99
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    • 2018
  • 본 논문에서는 텔레비전 유휴 주파수 대역(470 MHz ~ 698 MHz)에서 적용 가능한 우수한 수신감도와 높은 선형 특성을 동시에 확보할 수 있는 RF 수신기 구조와 회로 구조를 제안하였다. 제안하는 RF 수신기는 $0.13-{\mu}m$ CMOS 공정으로 설계되었으며, 저잡음 증폭기, 고주파 대역 통과 필터, 고주파 증폭기, 수동 하향 주파수 변환기, 그리고 기저 대역 통과 필터로 구성되어 있다. 높은 수신감도를 얻기 위해 저잡음 증폭기와 고주파 증폭기를 적용하였으며, 인접 채널에 위치하는 인터피어러를 고주파 대역에서 필터링하기 위해 MOS 스위치와 커패시터를 이용한 고주파 대역 통과 필터와 수동 하향 주파수 변환기를 동시에 사용하였다. 제안된 4차 저역통과 필터는 공통-게이트 증폭기에 기존의 바이쿼드 셀을 적용하여 -24dB/oct 필터링 특성을 얻었다. 모의 실험결과로부터 설계된 RF 수신기는 56 dB의 전압이득, 2 dB 이하의 잡음 지수, -2.3 dBm의 IIP3 (out-of-channel) 성능을 제공하며, 1.5 V 전원으로부터 37 mA를 소모 한다.

염류내성관련 유전자 Betaine Aldehyde Dehydrogenase Gene의 인삼 체세포 배발생을 통한 형질전환 (Ginseng Transformation of Betaine Aldehyde Dehydrogenase Gene Relative Salt Resistant through Somatic Embryogenesis)

  • 윤영상;배창휴;송원섭;윤재호;양덕춘
    • 한국자원식물학회지
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    • 제18권1호
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    • pp.15-21
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    • 2005
  • 염류내성 식물은 염류농도의 변화에 따라 세포내의 삼투압을 유지하기 위한 화합물을 합성하는 기작을 가지고 있는데 이런 화합물은 주로 proline, glycine, betaine, polyols, sugar등으로 체내에 축적함으로서 고농도의 염류에 견디는 것으로 알려져 있다. Betaine은 미생물에서 2단계 반응을 통해 choline에서 합성되는데, 첫단계는 choline dehydrogenase (CDH)에 의해서 촉매되고(Bet A gene), bet B 유전자의 산물인 betaine aldehyde dehydrogenase(BADH)에 의해 수행된다. 본 실험에서는 Bet A, Bet B 유전자를 아그로박테리움에 도입하여 새로운 conjugants 2 종을 획득하였으며 (Agrobacterium tumefaciens MP90/pBet A, Agrobacterium tumefaciens MP90/pBet B), 먼저 재조합된 binary vector가 식물에서 발현 및 형질 전환되는지 여부를 조사하기 위해서 이미 담배에 형질전환을 시켰으며, 형질전환된 담배에서는 ,고농도의 kanamycin배지에서 생장이 가능하였고, PCR에 의하여 NPT II, Bet A, Bet B gene를 조사한 결과 담배 유식물체 모두 band가 형성되어 형질전환체임을 확인할 수 있었다. 인삼에 Beth, BetB gene의 도입은 1M의 mannitol이 함유된 식물호르몬 무첨가 MS 배지에서 단일배 발생방법에 형질전환체를 획득하였으나, 형질전환체의 발생빈도$(12\%)$가 매우 낮았다.