• 제목/요약/키워드: Least-Mean-Square

검색결과 691건 처리시간 0.033초

자동차 실내에서의 엔진 소음 감쇠를 위한 실시간 능동 소음 제어 시스템의 구현 (The Implementation of the Real-Time Active Noise Control System for Attenuating the Engine Noise in a Car)

  • 권오상;차일환
    • 한국음향학회지
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    • 제16권4호
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    • pp.11-20
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    • 1997
  • 지금까지 널리 사용된 수동 소음 제어 방법은 소리에 대한 재질 상의 특성을 이용하여 소음을 제거하는 방법으로서 무게와 부피를 증가시키고 소음의 고주파 성분에 대해서만 효율적인 성능을 발휘하는 단점을 가지고 있다. 이에 반해 최근에 발전된 능동 소음 제어 방법은 무게와 부피를 감소시키고 저주파 소음에 대한 성능이 우수하다는 장점을 가지고 있다. 본 논문에서는 능동 소음 제어의 원리를 디지털 신호 처리 기술을 이용하여 자동차 실내에서의 엔진 부밍 소음(Engine Booming Noise)을 감쇠시키는 실시간 능동 소음 제어 시스템을 구현하였다. 능동 제어를 위한 적응 알고리듬으로는 다채널 Filtered-x LMS 알고리듬을 사용하였으며 이를 위해 Motorola사의 디지털 신호처리 프로세서인 DSP560001을 제어기로 사용하여 적응 알고리듬을 실시간으로 구현하였다. 능동 소음 제어 시스템을 실제로 자동차에 장착하여 RPM에 따른 엔진 소음의 감쇠 성능을 평가한 결과 자동차 실내의 모든 위치에서 소음 감쇠 효과를 얻었으며 특정 주파수에서 20 dB 이상의 소음 감쇠 성능과 전체적으로 15 dB 이상의 소음 감쇠 성능을 확인할 수 있었다.

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Melon Surface Color and Texture Analysis for Estimation of Soluble Solids Content and Firmness

  • Suh, Sang-Ryong;Lee, Kyeong-Hwan;Yu, Seung-Hwa;Shin, Hwa-Sun;Choi, Young-Soo;Yoo, Soo-Nam
    • Journal of Biosystems Engineering
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    • 제37권4호
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    • pp.252-257
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    • 2012
  • Purpose: The net rind pattern and color of melon surface are important for a high market value of melon fruits. The development of the net and color are closely related to the changes in shape, size, and maturing. Therefore, the net and color characteristics can be used indicators for assessment of melon quality. The goal of this study was to investigate the possibility of estimating melon soluble solids content (SSC) and firmness by analyzing the net and color characteristics of fruit surface. Methods: The true color images of melon surface obtained at fruit equator were analyzed with 18 color features and 9 texture features. The partial least squares (PLS) method was used to estimate SSC and firmness in melons using their color and texture features. Results: In sensing melon SSC, the coefficients of determination of validation (${R_v}^2$) of the prediction models using the color and texture features were 0.84 (root mean square error of validation, RMSEV: 1.92 $^{\circ}Brix$) and 0.96 (RMSEV: 0.60 $^{\circ}Brix$), respectively. The ${R_v}^2$ values of the models for predicting melon firmness using the color and texture features were 0.64 (RMSEV: 4.62 N) and 0.79 (RMSEV: 2.99 N), respectively. Conclusions: In general, the texture features were more useful for estimating melon internal quality than the color features. However, to strengthen the usefulness of the color and texture features of melon surface for estimation of melon quality, additional experiments with more fruit samples need to be conducted.

A Study on the Strategies of the Positioning of a Satellite on Observed Images by the Astronomical Telescope and the Observation and Initial Orbit Determination of Unidentified Space Objects

  • Choi, Jin;Jo, Jung-Hyun;Choi, Young-Jun;Cho, Gi-In;Kim, Jae-Hyuk;Bae, Young-Ho;Yim, Hong-Suh;Moon, Hong-Kyu;Park, Jang-Hyun
    • Journal of Astronomy and Space Sciences
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    • 제28권4호
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    • pp.333-344
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    • 2011
  • An optical tracking system has advantages for observing geostationary earth orbit (GEO) satellites relatively over other types of observation system. Regular surveying for unidentified space objects with the optical tracking system can be an early warning tool for the safety of five Korean active GEO satellites. Two strategies of positioning on the observed image of Communication, Ocean and Meteorological Satellite 1 are tested and compared. Photometric method has a half root mean square error against streak method. Also eccentricity method for initial orbit determination (IOD) is tested with simulation data and real observation data. Under 10 minutes observation time interval, eccentricity method shows relatively better IOD results than the other time interval. For follow-up observation of unidentified space objects, at least two consecutive observations are needed in 5 minutes to determine orbit for geosynchronous orbit space objects.

Adaptive Lattice Step-Size Algorithm for Narrowband Interference Suppression in DS/CDMA Systems

  • Benjangkaprasert, Chawalit;Teerasakworakun, Sirirat;Jorphochaudom, Sarinporn;Janchitrapongvej, Kanok
    • 제어로봇시스템학회:학술대회논문집
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    • 제어로봇시스템학회 2003년도 ICCAS
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    • pp.2087-2089
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    • 2003
  • The presence of narrowband interference (NBI) in Direct-sequence code division multiple access (DS/CDMA) systems is an inevitable problem when the interference is strong enough. The improvement in the system performance employs by adaptive narrowband interference suppression techniques. Basically there have been two types of method for narrowband interference suppression estimator/subtracter approaches and transform domain approaches. In this paper the focus is on the type of estimator/subtracter approaches. However, the binary direct sequence (DS) signal, that acts as noise in the prediction process is highly non-Gaussian. The case of a Gaussian interferer with known in an autoregressive (AR) signal or a digital signal and also in a sinusoidal signal (Tone) that included in is paper. The proposed NBI suppression is presence in an adaptive IIR notch filter for lattice structure and more powerful by using a variable step-size algorithm. The simulation results show that the proposed algorithm can significantly increase the convergence rate and improved system performance when compare with adaptive least mean square algorithm (LMS).

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WCDMA 무선 중계기에서 파일럿 간섭제거 기법의 성능평가 (Performance Evaluation of a Pilot Interference Cancellation Scheme in a WCDMA Wireless Repeater)

  • 김선호;심희성;임성빈
    • 대한전자공학회논문지TC
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    • 제46권6호
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    • pp.111-117
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    • 2009
  • WCDMA 시스템에서는 네트워크 영역의 결정, 셀 인식, 동기화, 채널 추정, 신호 타이밍 포착 및 추적을 위해 파일럿 채널을 사용한다. 이동통신 서비스 수요의 증가로 인해 도심의 WCDMA 망 환경 하에서 단일한 무선 중계기는 다수의 인접 기지국으로부터 파일럿 신호를 수신하지만 각각의 기지국에서 송신하는 파일럿 채널을 구분하지 못하기에 파일럿 간섭 현상이 나타난다. 이러한 파일럿 간섭은 단말기에서의 잦은 핸드오프로 인한 수신 감도의 저하, 전송 효율 및 통화 품질의 저하, 채널용량의 감소와 불필요한 전력 소모 증가 등의 원인이 된다. 따라서 본 논문에서는 적응 추정 알고리즘인 NLMS 기법을 이용해서 WCDMA 무선 중계기에 적용 가능한 파일럿 간섭 제거 기법을 제안한다. 제안된 기법을 적용하여 각각 링크 레벨에서와 네트워크 레벨 에서 모의실험을 수행하여 무선 중계기 시스템에서의 성능 향상을 평가하였다. 그 결과 링크 레벨 관점에서의 BER 성능 향상과 네트워크 레벨 관점에서 시스템의 콜 드랍 확률의 향상을 각각 확인하였다.

Trend and Perception of Forest Revenue Generation in Akwa Ibom State, Nigeria

  • Nelson, Imaobong Ufot;Jacob, Daniel Etim;Udo, Enefiok Sunday
    • Journal of Forest and Environmental Science
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    • 제36권2호
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    • pp.122-132
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    • 2020
  • The study examined revenue generation trend and perception of challenges facing it by forestry personnel in Akwa Ibom State, Nigeria. Data for the study was generated through primary and secondary sources. Primary sources involved the use of questionnaire which was administered to all Forest Officers and Uniformed Field Staff in all the 31 Forest Division and Headquarter in the state. Secondary sources involved collation of generated revenue from all the divisions for the study period. Data obtained were analyzed using descriptive and inferential statistics including Least square regression. The results indicated an increasing trend in forest revenue for the state statistically defined by the function y=45631x-900000000+e (p>0.05) with a coefficient of determination of 0.7492 or 74.92%. There was also a positive correlation (r=0.866) between generated revenue and year for the 20 years under review. The mean revenue was ₦4776247.00 with the highest generated revenue (₦9823550.00) in 2014. However, majority (55.13%) of the respondents perceived revenue generation in the state to be decreasing and attributed the decline majorly to lack of mobility (16.84%) and insufficient man power (15.79%). Attitude and level of offence in the study area was perceived to be fairly cooperative (62.81%) and high (43.80%), while recruitment of more personnel (11.05%) and provision of mobility (10.03%) was considered an effective means of improving revenue generation in the state. Also, educating the people and regular patrol by forest personnel was considered as the best ways of curtailing forest offences in the area. The study recommended increased allocation of funds to the sector in addition to tackling the challenges faced by the personnel.

Test and Simulation of an Active Vibration Control System for Helicopter Applications

  • Kim, Do-Hyung;Kim, Tae-Joo;Jung, Se-Un;Kwak, Dong-Il
    • International Journal of Aeronautical and Space Sciences
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    • 제17권3호
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    • pp.442-453
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    • 2016
  • A significant source of vibration in helicopters is the main rotor system, and it is a technical challenge to reduce the vibration in order to ensure the comfort of crew and passengers. Several types of passive devices have been applied to conventional helicopters in order to reduce the vibration. In recent years, helicopter manufacturers have increasingly adopted active vibration control systems (AVCSs) due to their superior performance with lower weight compared with passive devices. AVCSs can also maintain their performance over aircraft configuration and flight condition changes. As part of the development of AVCS software for light civil helicopter (LCH) applications, a test bench is constructed and vibration control tests and simulations are performed in this study. The test bench, which represents the airframe, is excited using a pair of counter rotating force generators (CRFGs) and a multiple input single output (MISO) AVCS that consists of three accelerometer sensors and a pair of CRFGs; a filtered-x least mean square (LMS) algorithm is applied for the vibration reduction. First, the vibration control tests are performed with uniform sensor weights; then, the change in the control performance according to changes in the sensor weight is investigated and compared with the simulation results. It is found that the vibration control performance can be tuned through adjusting the weights of the three sensors, even if only one actuator is used.

GLS와 Bass 모형을 결합한 하이브리드 모형을 이용한 영화 관객 수 예측 (Prediction of movie audience numbers using hybrid model combining GLS and Bass models)

  • 김보경;임창원
    • 응용통계연구
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    • 제31권4호
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    • pp.447-461
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    • 2018
  • 국내 영화 산업 매출은 매년 증가하고 있다. 극장은 영화의 1차 판매 경로이며, 극장을 이용하는 관객 수는 부가판권에 영향을 준다. 따라서 극장을 이용하는 관객의 수는 영화 산업 매출에 직결되는 중요한 요소이다. 본 논문에서 특정일의 관객 수를 예측하기 위하여 다중선형회귀모형과 Bass 모형을 결합한 Hybrid 모형을 고려한다. 두 모형을 결합함으로써 회귀분석의 예측값을 Bass 모형의 예측값으로 보정하였다. 분석에는 개봉일이 모두 다른 세 영화를 이용하였다. All subset regression 방법을 이용해 모든 가능한 조합을 생성하고 5중 교차검증(5-fold cross validation)을 통해 5번 모형을 추정한다. 이 때 제곱근평균오차가 가장 작은 모형으로 예측값을 구한 뒤 Bass 모형의 예측값과 결합해 최종 예측값을 구하게 된다. 과거데이터가 존재할수록 Bass 모형의 가중치는 증가하면서 예측값에 보정효과를 준다는 것을 확인할 수 있었다.

미혼남녀의 심리경향에 따른 사랑의 유형 분석 - Jung의 심리유형론과 Lee의 사랑유형론을 중심으로 - (The Analysis on the Psychological Tendency and Relationship of Love Style among Single Men and Women in Korea - Focused on Jung's Theory of Psychological Type and Lee's Typology of Love -)

  • 이정은;최연실
    • 대한가정학회지
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    • 제40권3호
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    • pp.137-153
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    • 2002
  • This research tried to examine how the love style is changed as the psychological tendency specifying individual personality types that other domestic and foreign researches have overlooked all this while. The subjects of this study were the college students and white and blue-collar employees. The instruments used in this study were the Love Attitude Scale and the MBTI (Myers-Briggs Type Indicator). When applying the MBTI and the Love Attitude Scale, 474 people were analyzed. To get the result, the data from the survey were processed by the statistical program, SPSS/PC$^+$. Specifically, the statistical methods employed in this study were frequency, percentile, mean, standard deviation, factor analysis and chi-square. The major findings are as follows: 1. The most frequent love style among single men and women in this study was the Eros (46.6%). The next frequent love style was the Storge (40.3%). The Ludus occupied the least portion (13.1%) among single men and women. 2. The personality types over 10% among 16 personality types of MBTI were ISTJ (Introverted Sensing Type) (19.4%), ESTJ (Extroverted Sensing Type) (13.1%), and ISTP (Introverted Thinking Type) (12.4%). 3. As a result of observing the relationship of the love stymie and the psychological tendency among single men and women, the love style was found to have relationship with TF preference (Judgement function) and JP preference (Life Style). However, there were no relationships with the love style and EI preference (focus of Energy), SN preference (Perception Function).

전북산 브랜드 쌀의 근적외선 분광스펙트럼과 기계적 식미치간의 상호관계 (Relationship between Near Infrared Reflectance Spectra and Mechanical Sensory Score of Commercial Brand Rice Produced in Jeonbuk)

  • 송영주;송영은;오남기;최영근;조규채
    • 한국작물학회지
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    • 제51권spc1호
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    • pp.42-46
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    • 2006
  • 쌀의 기계적 식미치 측정용으로 최근 많이 사용되고 있는 도요 미도메타의 미도치를 근적외선 분광분석 기를 이용 신속 간편하게 측정할 수 있는지를 검토하고자 실험 하였던바 그 결과는 다음과 같다. 1. 수집된 브랜드 쌀의 도요 미도치는 최저 62.9, 최고 84.2까지의 비교적 넓은 범위를 보였으며, 샘플의 분포 양상도 정규분포에 가까웠다. 2. MPLS(Modified Partial Least Square) 방식에 의한 검량식 작성시 도요 미도치와 근적외선 스펙트럼 간 결정계수 $(R^2)$는 0.94, 표준오차(SEC)는 0.95정도로 비교적 높은 상관성을 보였다. 3. 검량식 검증 표준오차는 1.64, 검증시 상관정도는 0.81로서 근적외선 분광분석기로 도요 미도치를 비 파괴적으로 손쉽게 측정할 수 있는 가능성을 제시 할 수 있었다.