• Title/Summary/Keyword: Moving-average

Search Result 1,339, Processing Time 0.025 seconds

Performance Analysis of Qos over CBQ Estimator (CBQ Estimator을 고려한 QoS 성능 분석)

  • 박우출;박상준;이병호
    • Proceedings of the IEEK Conference
    • /
    • 2000.11a
    • /
    • pp.287-290
    • /
    • 2000
  • This paper analyze link-sharing mechanisms in packet networks based on the hierarchical class based queueing. The CBQ outlines a set of flexible, efficiently implemented gateway mechanisms that can meet a range of service and link-sharing requirements. We have analyzed the Class level(B, C, D) using the EWMA (Exponential Weighted Moving Average) weight value and EWMA average limit value.

  • PDF

Multivariate EWMA Control Charts for the Variance-Covariance Matrix with Variable Sampling Intervals (가변추출간격상(假變抽出間格上)에서 분산(分散)-공분산(共分散) 행례(行例)에 대한 다변량(多變量) 기하이동평균(幾何移動平均) 처리원(處理圓))

  • Cho, Gyo-Young
    • Journal of the Korean Data and Information Science Society
    • /
    • v.4
    • /
    • pp.31-44
    • /
    • 1993
  • Multivariate exponentially weighted moving average (EWMA) control charts for monitoring the variance-covariance matrix are investigated. A variable sampling interval (VSI) feature is considered in these charts. Multivariate EWMA control charts for monitoring the variance-covariance matrix are compared on the basis of their average time to signal (ATS) performances. The numerical results show that multivariate VSI EWMA control charts are more efficient than corrsponding multivariate fixed sampling interval (FSI) EWMA control charts.

  • PDF

Bivariate EWMA Control Charts for Autocorrelated Processes

  • Cho, Gyo-Young;Ahn, Young-Sun
    • Journal of the Korean Data and Information Science Society
    • /
    • v.13 no.1
    • /
    • pp.105-112
    • /
    • 2002
  • In this paper we establish bivariate exponentially weighted moving average (EWMA) control charts for autocorrelated processes using residual vectors. We first derive the residual vectors, their expectation, variance-covariance matrix, then evaluate the control chart based on the average run length (ARL).

  • PDF

Study on Control Model Based on Signal Processing In End-Milling Process (엔드밀 공정에서의 신호처리에 따른 제어모델에 관한 연구)

  • 양우석;이건복
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
    • /
    • 2001.04a
    • /
    • pp.192-196
    • /
    • 2001
  • This work describes the modeling of cutting process for feedback control based on signal processing in end-milling. Here, cutting force is used to design control model by a variety of schemes which are moving average, ensemble average, peak value, root mean square and analog low-pass filtering. It is expected that each model offers its own peculiar advantage in following cutting force control.

  • PDF

Control Chart for Correlation Coefficients of Correlated Quality Variables

  • Kim, Jae-Joo;Chang, Duk-Joon
    • Journal of Korean Society for Quality Management
    • /
    • v.26 no.2
    • /
    • pp.51-60
    • /
    • 1998
  • Exponetially weighted moving average(EWMA) control chart to simultaneously monitor correlation coefficients of several correlated quality variables under multivariate normal process are proposed. Performances of the proposed control charts are measured in terms of average run length(ARL) by simulation. Numerical results show that smaller values of smoothing constant are more efficient in terms of ARL.

  • PDF

Multivariate EWMA Charts for Simultaneously Monitoring both Means and Variances

  • Cho, Gyo Young;Chang, Duk Joon
    • Communications for Statistical Applications and Methods
    • /
    • v.4 no.3
    • /
    • pp.715-723
    • /
    • 1997
  • Multivariate control statistics to simultaneously monitor both means and variances for several quality variables under multivariate normal process are proposed. Performances of the proposed multivariate charts are evaluated in terms of average run length(ARL). Multivariate Shewhart chart is also proposed to compare the performances of multivariate exponentially weighted moving average(EWMA) charts. A numerical comparison shows that multivariate EWMA charts are more efficient than multivariate Shewhart chart for small and moderate shifts and multivariate EWMA scheme based on accumulate-combine approach is more efficient than corresponding multivariate EWMA chart based on combine-accumulate approach.

  • PDF

Intention to Move, Reasons for Considering Moving, and Future Housing Preferences of Senior Residents Living in Multifamily Housing in the United States (미국 아파트 노인거주자의 주거이동 의사, 주거이동 고려이유 및 주거 선호에 관한 연구)

  • Kwon, Hyun Joo
    • Journal of the Korean housing association
    • /
    • v.26 no.4
    • /
    • pp.1-10
    • /
    • 2015
  • This study identifies intention to move, reasons for moving and housing preferences of US residents 55 and older living in non-subsidized and market-rate multifamily housing in the United States. Data were collected using an on-line survey; mixed methods were used for data analysis (N=431). Results show that more than half of the respondents intend to move. Senior residents who were younger than average age of the respondents, not married, renters, had no elevator, and reported lower residential satisfaction with their housing unit, multifamily housing community and local area were more likely to intend to move. Seven reasons for considering moving were found: finance, health, lifecycle stage, housing unit, multifamily housing community, other. When asked about their future housing, more than 80% desired independent living rather than assisted living facilities or nursing homes, 40% wanted to live in multifamily housing, and 51% hoped to own their housing rather than renting. The findings offer meaningful information to the multifamily housing industry in the United States and in countries where the population is aging and where multifamily housing is the predominant housing type.

A Clustering Scheme for Discovering Congested Routes on Road Networks

  • Li, He;Bok, Kyoung Soo;Lim, Jong Tae;Lee, Byoung Yup;Yoo, Jae Soo
    • Journal of Electrical Engineering and Technology
    • /
    • v.10 no.4
    • /
    • pp.1836-1842
    • /
    • 2015
  • On road networks, the clustering of moving objects is important for traffic monitoring and routes recommendation. The existing schemes find out density route by considering the number of vehicles in a road segment. Since they don’t consider the features of each road segment such as width, length, and directions in a road network, the results are not correct in some real road networks. To overcome such problems, we propose a clustering method for congested routes discovering from the trajectories of moving objects on road networks. The proposed scheme can be divided into three steps. First, it divides each road network into segments with different width, length, and directions. Second, the congested road segments are detected through analyzing the trajectories of moving objects on the road network. The saturation degree of each road segment and the average moving speed of vehicles in a road segment are computed to detect the congested road segments. Finally, we compute the final congested routes by using a clustering scheme. The experimental results showed that the proposed scheme can efficiently discover the congested routes in different directions of the roads.

A Study on the Moving Detection Algorithm for Mobile Intelligent Management System Based on the Cloud (클라우드 기반의 모바일 지능형 관제시스템에서의 움직임 감지 알고리즘에 관한 연구)

  • Park, Sung-Ki;Kim, Ok-Hwan
    • Journal of IKEEE
    • /
    • v.19 no.1
    • /
    • pp.58-63
    • /
    • 2015
  • This study suggested the mobile intelligent management system based on the cloud service. The mobile intelligent management system are composed of cloud server, middleware and sensor networks. Each modules are controlled on mobile environment and observed operating status of each apparatus for environment. In this pater, the image-based moving detection algorithm applied in order to detect an intruder and average 12.3% are measured in moving detection experiments. it was confirmed the validity of the security device.

Speed estimation of sound-emitted objects through convergence of sound information analysis and smart device technology (음향 정보 분석과 스마트 기기 기술의 융합을 통한 사물의 속력 측정)

  • Nam, Yong-Wook;Kim, Yong-Hyuk
    • Journal of the Korea Convergence Society
    • /
    • v.6 no.5
    • /
    • pp.233-240
    • /
    • 2015
  • In this paper, we present an algorithm that estimates the speed of a moving object only using its sound information. In general, the speed gun projects the incident light onto a moving object and measures the frequency variation of the scattered light. Then the speed is measured by this frequency difference. In our study, instead of light information, we measure the speed by sound frequency difference when the object is coming and moving away. In our experiments on the speed measurement, on average the error of 6.08% was obtained. Utilizing this algorithm for smart device, we can measure the speed of a moving object without sensor that measures the frequency of the light.