• 제목/요약/키워드: Sum of Square

검색결과 326건 처리시간 0.025초

다중 입출력 시스템 MMSE 연판정 간섭 제거 기법의 검출 순서에 따른 통신 성능 분석 (Analysis of Communication Performance According to Detection Sequence of MMSE Soft Decision Interference Cancellation Scheme for MIMO System)

  • 이희권;김덕찬;김태형;김용갑
    • 한국정보전자통신기술학회논문지
    • /
    • 제12권6호
    • /
    • pp.636-642
    • /
    • 2019
  • 본 논문에서는 다중 입출력 시스템을 위한 MMSE (Minimum Mean Square Error) 기반 연판정 간섭 제거 기법의 검출 순서에 따른 BER (Bit Error Rate) 통신 성능을 분석하였다. 검출 순서 방식으로 안테나 Index 순서 방식, 채널 원소들의 절대값 크기 순서 방식, 채널 원소들의 절대값 합의 크기 순서 방식, SNR (Signal Noise Ratio) 순서 방식에 대하여 제안하였으며, 시뮬레이션을 통해 각각의 제안된 검출 순서 방식에 대한 BER 성능을 측정 및 분석하였다. 시뮬레이션 환경으로 M×M 다중 입출력 시스템의 비부호화 환경에서 16-QAM (Quadrature Amplitude Modulation) 변조 방식을 사용하였으며, 독립적 레일리 감쇄 채널이 고려되었다. 시뮬레이션 결과를 통해 SNR 기반의 검출 순서 방식이 M=4 일 때 성능이득은 약 1.5dB, M=8일 경우 성능이득은 약 3.5dB, M=16일 경우 성능이득은 약 3.5dB로 안테나 수가 증가할수록 더 큰 BER 성능 향상을 확인하였으며, 이는 수신 신호의 검출 순서 방식이 검출 과정에서 발생하는 간섭 및 오류 확산을 방지하고 있음을 나타낸다.

Google Earth Engine 기반의 한반도 토양수분 모니터링 자동화 기법 연구 (A study on automated soil moisture monitoring methods for the Korean peninsula based on Google Earth Engine)

  • 장원진;정지훈;이용관;김진욱;김성준
    • 한국수자원학회논문집
    • /
    • 제57권9호
    • /
    • pp.615-626
    • /
    • 2024
  • 본 연구에서는 우리나라 전역에 대해 정확하고 시간 및 비용 효율적으로 토양수분 모니터링을 수행하기 위해 클라우드 컴퓨팅 플랫폼 Google Earth Engine (GEE)와 자동화기계학습(Automated Machine Learning, AutoML)을 결합한 토양수분 산정모형을 개발하였다. Terra MODIS (Moderate Resolution Imaging Spectroradiometer), 전구 강수 관측 위성 GPM (Global Precipitation Measurement)을 기반으로 다양한 공간정보를 활용해 최적의 입력 자료 조합을 테스트하였다. 그 결과, GPM 기반의 무강우누적일수 및 5일 평균강수량, NDVI (Normalized Difference Vegetation Index)와 밤 및 낮시간에 촬영된 LST (Land Surface Temperature)의 합계, 토양특성(사토 및 점토 함량, 용적밀도), 지형자료(고도 및 경사도), 계절 구분이 변수중요도(Feature importance)가 높은 것으로 나타났다. 상기 자료의 조합을 AutoML 통해 목적함수 (Determination of coefficient, R2 ; Root Mean Square Error, RMSE; Mean Absolute Percent Error, MAPE)를 설정 후 기계학습 기법별 비교평가를 수행한 결과, Tree 계열의 모형이 높은 성능을 보였으며, 그 중, Random Forest의 성능이 가장 우수하였다(R2 : 0.72, RMSE: 2.70 vol%, MAPE: 0.14).

밀리미터파 다중개구각 혼안테나 구현 (Implementation of A Millimeter-Wave Multiflare-Angle Horn Antenna)

  • 오경현;김지형;양승식;신상진;조영호;이병열;안병철
    • 한국전자파학회논문지
    • /
    • 제29권1호
    • /
    • pp.36-41
    • /
    • 2018
  • 본 논문에서는 밀리미터파(W 대역) 다중개구각 혼안테나를 제안하였다. 제안된 안테나는 전계면 및 자계면 빔폭이 동일한 다중모드 이중편파 정사각형 혼으로서 다중모드 생성부, 4개의 정사각형 도파관 여기부, 합패턴 형성을 위한 직교모드 변환기와 전력결합기로 구성된다. 제작이 용이하도록 안테나 구조를 설계하고, 층별 기계가공과 확산접합 기법을 적용하여 ${\pm}0.02mm$ 오차 이내로 제작하였다. 회로망분석기와 원전계 측정시설을 이용하여 제작된 안테나의 입력 반사계수와 방사패턴을 측정하였다. 측정 결과, 제안한 안테나는 중심 주파수를 기준으로 1 GHz 이내에서 17.7~18.3 dBi의 이득, $25.2{\sim}28.5^{\circ}$의 빔폭, 1.02~1.75의 입력 VSWR 특성을 가짐을 확인하였다.

단순화 이선원 모델을 이용한 전자선 선량율 계산 알고리듬에 관한 예비적 연구 (A Feasibility study on the Simplified Two Source Model for Relative Electron Output Factor of Irregular Block Shape)

  • 고영은;이병용;조병철;안승도;김종훈;이상욱;최은경
    • 한국의학물리학회지:의학물리
    • /
    • 제13권1호
    • /
    • pp.21-26
    • /
    • 2002
  • 블록을 사용한 부정형 전자선 조사면에서의 선량율(relative output factor, ROF)을 계산하는 전자선 알고리듬을 개발하고, 측정값과 계산값을 비교하여 알고리듬을 평가하였다. 전자선의 선량은 산란판, 전자선 cone 등 모든 요소를 고려한 1차선 부분과 블럭에 의한 2차선의 합으로 표시할 수 있다고 가정하였으며, 1차선은 가우스 분포를, 2차선은 거리역제곱 법칙만을 따른다고 가정하였다. 2차선 블럭 산란에 의한 각 분포는 고려하지 않았다. 이런 방법으로 전자선의 ROF를 유효 SSD, 1차선 분포 표준편차, 2차선 발생율 등 3가지의 인자만을 이용하여 선량율을 계산할 수 있는 단순한 방식을 고안하였다. 6, 9, 12, 16, 20 MeV의 전자선을 사용하여 이 모델을 검증하였다. 측정은 항상 개방 조사면의 선량 최대지점 깊이에서 실시하였으며 다양한 정사각형 치료면 측정으로 3개의 인자를 구할 수 있었다 직사각형 조사면과 부정형 조사면에 대하여 이 모델을 이용한 계산값과 측정값의 차이는 평균 1.0%이내였으며, 최대 2.1%를 넘지 않았다. 본 연구에서 개발한 알고리듬은 필요한 인자가 3개이면서 매 전자선 콘마다 5∼6회 측정으로 구할 수 있어서 임상 적용에 편리하며, 계산 결과가 정확하여 특이 오차를 보이는 유형에 관한 보완 연구를 수행하면 임상에 사용할 수 있음을 보였다.

  • PDF

심인성(心因性) 두통(頭痛)의 심박변이도(HRV) 분석에 의한 자율신경기능 평가 (Assessment of Autonomic Function in Functional Headache by Heart Rate Variability)

  • 김경옥;송지형;김근우;구병수;심상민
    • 동의신경정신과학회지
    • /
    • 제13권1호
    • /
    • pp.19-37
    • /
    • 2002
  • Objectives : This study sought to define autonomic functional difference on heart rate variability between headache patients and normal subjects Methods : We determined, heart rate variability of 52 headache patients and 30 normal subjects by means of three time domain measures: Mean PR(mean pulse rate), SDNN(standard deviation of all normal R-R intervals), RMSSD(the square root of the mean of sum of the squares of differences between adjacent normal R-R intervals), and five frequency domain measures: TP(total power), VLF(very low frequency), LF(low frequency), HF(high frequency). Results : 1) RMSSD, TP, HF, HF Norm of HRV decreased with aging and LF Norm, LF/HF increased with aging in headache patients. 2) There was no significant differences between migraine and tention headache in any standard index of HRV, whereas, HRV of total headache patients were smaller than those of normal subjects. 3) In the gender comparison, SDNN, RMSSD, HF of tention headache patients were the smallest and then migraine patients, normal subjects in order with man, whereas, LF Norm, LF/HF of normal subjects were the smallest with man. RMSSD of migraine patients were the smallest and then tention headache patients, normal subjects in order with women. 4) In the term of history of headache patients, SDNN, RMSSD were getting lower as long term. 5) There was no significant differences of HRV in physical symptom of headache patients. Conclusions : All of these results show that standard index of HRV of headache patients were significantly different with normal subjects.

  • PDF

The relationships between the arrangement of teeth, root resorption, and dental maturity in bovine mandibular incisors

  • An, Jin-kyu;Matsumoto, Yoshiro;Ono, Takashi
    • 대한치과교정학회지
    • /
    • 제47권6호
    • /
    • pp.365-374
    • /
    • 2017
  • Objective: The objective of this study is to investigate the eruption pattern and root resorption of the bovine anterior dentition in relation to growth-related parameters based on dental maturity. Methods: A cross-sectional study was conducted on 110 bovine anterior mandibles by using standard radiography, cone-beam computed tomography (CBCT), and actual measurements. We determined the relationships between the stages of dental maturity by using a modification of Demirjian's method and various growth-related parameters, such as the activity of the root-resorbing tissue and mobility of the deciduous teeth. The correlation of growth-related parameters with interdental spacing and distal unusual root resorption (DRR) of the deciduous fourth incisor was assessed. The cause of mesial unusual root resorption (MRR) of the deciduous fourth incisor was determined on the basis of the arrangement of the permanent third incisor. Results: An independent t-test and chi-square test indicated significant differences in growth-related parameters associated with dental arch length discrepancy and factors related to the shedding of deciduous teeth between the low and high dental maturity groups. The samples with interdental spacing and DRR showed a larger sum of mesiodistal permanent crown widths and higher dental maturity than did the respective controls. Samples with MRR tended to show a lingually rotated distal tip of the adjacent tooth crown. Conclusions: Dental maturity has relevance to the interdental spaces and unusual root resorption of mixed dentition. The position of the adjacent tooth crown on CBCT may be correlated with the occurrence of unusual root resorption of the incisor.

임상연구를 통한 월경통 환자의 사상체질, 변증간의 상관성 연구 (The Research of Corelation between Sasang Constitution and Pattern Identification through Clinical Research of the Patients of Menstrual Pain)

  • 강석환;전수형;이인선;김규곤;나영주;김종원
    • 사상체질의학회지
    • /
    • 제28권4호
    • /
    • pp.320-329
    • /
    • 2016
  • Objective We researched to analyze correlation between menstrual pain and Korean medical diagnosis - Sasang constitution and Pattern Identification - through clinical research of the patients of menstrual pain. Method Trial gruop who consists of women with menstrual pain is 193 people, and control group who consists of women without menstrual pain is 101 people. We producted analyzing of their Sasang Constitution and symptom with Diagnosis System of Oriental Medicine(DSOM). This study used chi-square test, two sample t-test, analysis of variance, Wilcoxon's rank sum test, Kruskal-Wallis test, correlation analysis. Results 1) In trial and control group, Soeumin was the largest and Soyangin was the least. There was'nt statistical significance between trial and control group. 2) In DSOM, deficiency of blood, stagnation of qi, blood stasis, coolness, spleen, kidney and phlegm pathogenic factors showed significant difference. Conclusion There were significant corelation between menstrual pain and Korean mdical diagnosis - Sasang constitution and Pattern Identification.

Evaluation of responses of semi-rigid frames at target displacements predicted by the nonlinear static analysis

  • Sharma, Vijay;Shrimali, Mahendra K.;Bharti, Shiv D.;Datt, Tushar K.
    • Steel and Composite Structures
    • /
    • 제36권4호
    • /
    • pp.399-415
    • /
    • 2020
  • Responses of semi-rigid frames having different degrees of semi-rigidity obtained by the nonlinear static analysis (NSA) are evaluated at specific target displacements by comparing them with those obtained by the nonlinear time-history analysis (NTHA) for scaled earthquakes. The peak ground accelerations (PGA) of the earthquakes are scaled such that the obtained peak top story displacements match with the target displacements. Three different types of earthquakes are considered, namely, far-field and near-field earthquakes with directivity and fling-step effects. In order to make the study a comprehensive one, three degrees of semi-rigidity (one fully rigid and the other two semi-rigid), and two frames having different heights are considered. An ensemble of five-time histories of ground motion is included in each type of earthquake. A large number of responses are considered in the study. They include the peak top-story displacement, maximum inter-story drift ratio, peak base shear, total number of plastic hinges, and square root of sum of the squares (SRSS) of the maximum plastic hinge rotations. Results of the study indicate that the nonlinear static analysis provides a fairly good estimate of the peak values of top-story displacements, inter-story drift ratio (for shorter frame), peak base shear and number of plastic hinges; however, the SRSS of maximum plastic hinge rotations in semi-rigid frames are considerably more in the nonlinear static analysis as compared to the nonlinear time history analysis.

미주신경 감각분지 분포영역의 자침이 자율신경 변화에 미치는 영향 (Effect of Acupuncture at the Field of the Auricular Branch of the Vagus Nerve on Autonomic Nervous System Change)

  • 안선주;금동호
    • 한방재활의학과학회지
    • /
    • 제31권2호
    • /
    • pp.81-97
    • /
    • 2021
  • Objectives This study was designed to identify the changes of autonomic nervous system (ANS) which was induced by acupuncture at the field of the auricular branch of the vagus nerve. Methods 30 healthy adults were selected and classified into two groups; experimental group, control group. After providing mental stress, acupuncture was applied at external ear in experimental group and no treatment executed in control group. The evaluation of ANS function was measured by heart rate variability (HRV). We statically analyzed the difference of HRV parameters which include mean heart rate (MHRT), standard deviation of all N-N intervals (SDNN), square root of the mean of the sum of the squares of differences between adjacent N-N intervals (RMSSD), total power (TP), low frequency power (LF), high frequency power (HF), LF/HF ratio. Results All subjects showed significant increase in SDNN, LF after stress stimulation (p<0.05). Immediately after intervention, MHRT was significantly decreased (p<0.001) and RMSSD, HF were significantly increased in experimental group (p<0.05). After the end of intervention, SDNN, HF, RMSSD, TP, LF were significantly increased in experimental group (p<0.01, p<0.05). And when comparing baseline HRV, SDNN, LF were significantly increased in control group (p<0.01) and SDNN, RMSSD, TP, LF were significantly increased in experimental group (p<0.05). In the subgroup analysis, normal balance of ANS group showed significant increase in TP, LF, SDNN, HF (p<0.01, p<0.05). Conclusions We suggested that acupuncture at external ear, region of the vagus nerve distribution could increase parasympathetic activity and cause changes and reregulation of the ANS.

관상동맥우회술 환자의 가정간호 효과 (Outcomes of Home Care Service for Coronary Artery Bypass Graft)

  • 백희정
    • 가정∙방문간호학회지
    • /
    • 제10권2호
    • /
    • pp.123-131
    • /
    • 2003
  • This study was to compare the functional status. complication and readmission rates. and client satisfaction with nursing care of home-based care and hospital-based care for clients with Coronary Artery Bypass Graft. Raw data were collected by interviewing and reviewing charts of 41 clients with Coronary Artery Bypass Graft between June 2001 and July 2002 at an university hospital located in Seoul. Korea. Out of 41 clients. 15 were in home care group and 26 were in hospitalization group. The baseline characteristics of the groups were almost identical. Mean age was 61.7 and 75.6% of clients being male. For home care group. the data collection was made at discharge and at termination of home care. and for hospitalization group. at discharge and at the first visit of outpatient department. Complication and readmission rates were investigated at one month after operation. Collected data were then analysed by conducting Chi-square test. Wilcoxon rank sum test. and Wilcoxon signed ranks test with SPSS program. The level of significance was .05. The results of the study are summarized as follows: 1. Postoperative length of stay of the home care group was shorter than that of hospitalization group by 1. 14 days(8.45 days vs. 9.59 days). On average. 1.8 home visits per client were observed. 2. The functional status (Barthel Index) at the termination of home care was significantly increased from that at discharge. For hospitalization group. a significant increase was observed between the functional status at the discharge and that at the first visit of outpatient department. The differencies in incremental of the scores. between the groups. were however not significant. 3. Complication and readmission rates; no statistically significant difference between the groups was observed. 4. The client satisfaction with nursing care (CSS) at termination of home care was significantly higher than that at hospital discharge. In conclusion. the outcomes of the analysis suggest that the home care benefits clients with Coronary Artery Bypass Graft. Client satisfaction with nursing care rises at termination of home care as compare to that measured at hospital discharge. Meanwhile. there was no significant differences in functional status. and complication and readmission rates. Further. home care reduced the length of stay in hospital.

  • PDF