• Title/Summary/Keyword: Demand estimation

Search Result 831, Processing Time 0.03 seconds

Resource Allocation and Control System for VoIP QoS Provision in Cognitive Radio Networks (인지 무선네트워크에서 VoIP QoS 보장을 위한 자원 할당 및 제어 시스템)

  • Kim, Bosung;Lee, Gyu-Min;Roh, Byeong-Hee;Choi, Geunkyung;Oh, Ilhyuk
    • KIISE Transactions on Computing Practices
    • /
    • v.20 no.12
    • /
    • pp.688-693
    • /
    • 2014
  • With the advent of ubiquitous environments, the smart phone has come into wide use and the demand for various content increases. Thus, in order to efficiently utilize limited resources cognitive radio technology is regarded as a possible solution. Besides spectrum sensing or access schemes, the provision of VoIP traffic service for secondary users with limited spectrum resources is a very important issue. In this paper, a resource allocation and control system for VoIP QoS provision in cognitive radio networks is proposed. Firstly, as the system model, the time structure of the network is addressed and, according to the structure, a bandwidth broker is proposed. In addition, based on available bandwidth estimated by the bandwidth broker, a connection admission control for secondary users is developed. It is demonstrated that the provision of VoIP QoS is greatly affected by channel utilization, the number of channels, and the length of timeslot.

The Employment and Structural Changes around the 1997 Economic Crisis (1997년 경제위기를 전후한 인력 및 임금구조의 변화)

  • Park, Ki Seong;Kim, Yong-Min
    • Journal of Labour Economics
    • /
    • v.25 no.3
    • /
    • pp.35-57
    • /
    • 2002
  • This paper investigates the employment and wage structural changes that have occurred around the economic crisis in 1997. We propose a theoretical model for external effects of human capital within firms and provide their estimation. When the employment and wage structural changes are considered simultaneously, labor demand decreases seem to more than offset labor supply changes during the period. While educational human capital, human capital accumulated with firm-tenure, human capital of married workers and of white-collar workers are considered to have positive external effects, human capital of relatively-old workers and managerial workers are considered to have negative external effects. We suggest that while employment restructuring with regard to age, tenure, and education and managerial workers during the period have improved the efficiency of firms, those with regard to married and white-collar workers have not.

  • PDF

Characteristics of Korean Film Market by Using Social Network Analysis (사회 연결망 분석을 이용한 국내 영화 시장의 특성 연구)

  • Kim, Tae-Gu;Cho, Nam-Wook;Hong, Jung-Sik
    • The Journal of the Korea Contents Association
    • /
    • v.14 no.6
    • /
    • pp.93-107
    • /
    • 2014
  • Recently Korean film industry has continuously experienced a rapid growth and expanded its influence to foreign countries. Accordingly, there have been numerous studies in various research areas to investigate the characteristics of the industry. In this study, we applied social network analysis based on the attributes such as genres, ratings, distributors, nationalities, sizes, and profitability to divide the movies into several clusters with respect to their similarity. Results suggested that the ratings and nationality rather than the genre are the major factors to divide the motion picture market into clusters and the profitability also varies much across the clusters. Furthermore, estimation of the diffusion model showed the positive relationship between the success of a movie and the word-of-mouth effect, while the relatively unsuccessful titles exhibited a monotonic decreasing diffusion pattern with the high initial demand and the early peak time.

Effect of Environmental Factors on the Growth, Glycogen and Hemoglobin Content of Cultured Arkshell, Scapharca broughtonii (서식환경에 따른 피조개 Scapharca broughtonii의 성장과 글리코겐 및 헤모글로빈량의 변화)

  • PARK Mi Seon;LIM Hyun Jeong;KIM Pyoung Joong
    • Korean Journal of Fisheries and Aquatic Sciences
    • /
    • v.31 no.2
    • /
    • pp.176-185
    • /
    • 1998
  • For the sustainable production of cultured arkshell Scapharca broughtonii and pre-estimation of the harvest of it, we investigated the relationship between the habitat environmental factors and the physiological conditions of the arkshell in the two experiment sites near the Chinhae Bay, Korea. For the analysis of habitat environmental factors such as temperature, salinity, dissolved oxygen, DIP (dissolved inorganic phosphate), DIN (dissolved inorganic nitrogen), suspended solids and chlorophyll a of bottom water and T-S (total sulfide) and COD (chemical oxygen demand) of surface sediment were measured, To determine physiolosical condition of cultured arkshell, shell length, fatness, glycogen, hemoglobin content and gametogenesis were examined. Water temperature were higher in Woongchon than in Songdo in 1992, and were Higher in Songdo in 1993. Salinity were higher in Songdo than in Woongchon except from January to May in 1992. COD, suspended solids and chlorophyll a content were higher in Songdo than in Woongchon, while the contents of sediment sulfide, DO, DIP and DIN were higher in Woongchon. Based on the environmental assessment, significant factors affecting the growth and physiological condition of arkshell were quantity of food and total sulfide content in the bottom sediment.

  • PDF

Forecasting the Demand Areas of a Factory Site: Based on a Statistical Model and Sampling Survey (공장용지 수요 추정 모형 개발 및 수요예측)

  • Jeong, Hyeong-Chul;Han, Geun-Shik;Kim, Seong-Yong
    • The Korean Journal of Applied Statistics
    • /
    • v.24 no.3
    • /
    • pp.465-475
    • /
    • 2011
  • In this paper, we have considered the problems of the estimation of the gross areas of a factory site relating to the areas of industrial complex lands based on a statistical forecasting model and the results of a sampling survey. In respect to the data of a gross areas of a factory site, we have only the sizes from 1981-2003. In 2009, the Korea Industrial Complex Corp. conducted a sampling survey to estimate its bulk size, and investigate the demands of its sizes for the next five years. In this study, we have adopted the sampling survey results, and have created a statistical growth model for the gross areas of a factory site to improve the prediction for the areas of a factory site. The three-different parts of data: the results of areas of a factory site by Korea National Statistical Office, imputation results by the statistical forecasting model, and sampling survey results have used as the basis for analysis. The combination of the three-different parts of data has created a new forecasting value of the areas of a factory site through the spline smoothing method.

Estimation Methods of Groundwater Recharge Rate in Small Basin (소유역의 지하수함양율 추정기법)

  • 박재성;김경호;전민우;김지수
    • Journal of the Korean Society of Groundwater Environment
    • /
    • v.6 no.2
    • /
    • pp.76-86
    • /
    • 1999
  • It is necessary to estimate the groundwater recharge rate properly to predict the demand of groundwater and to establish the plan for the development of groundwater in the future. In this paper, A small basin in Chojung area is selected to calculate the groundwater recharge rate. In the calculation, water balance analysis, SCS-CN (Soil Conservation Service-Curve Number) method. groundwater-level analysis and hydrograph of outflow analysis are applied to this area. Data of precipitation measured by Chungju climatological station for about 10 years are used for water balance analysis and SCS-CN method. For the groundwater-level analysis. variations of groundwater-level measured from the 3 test wells in 1997's are used and stage-discharge rating curves in this area for 3 years are used for the hydrograph of outflow. The recharge rate calculated by water balance is 19%, 12.95% by SCS-CN method. 16.51% by groundwater-level analysis and 10.9% by hydrograph of outflow analysis and the overall average recharge rate is about 14.84%.

  • PDF

Estimation of Kinetic Coefficient and Assimilated Nutrients Mass in SBR Process (연속회분식 반응 공정에서 동역학적 계수 및 미생물합성에 사용된 영양물질 산정)

  • Ji, Dae-Hyun;Shin, Sang-Woo;Lee, Kwang-Ho;Lee, Jae-Kune
    • Journal of Korean Society on Water Environment
    • /
    • v.23 no.5
    • /
    • pp.607-612
    • /
    • 2007
  • In this study, we investigated the variations of the kinetic coefficients and Chemical Oxygen Demand (COD), N and P mass used for assimilation of a sequencing batch reactor (SBR) system with the variation of SRTs; SRTs of 7.5, 10.0, 12.5, 15.0 and 20.0 days were tested in one cycle of SBR operation to determine the optimum conditions for the operation of the SBR and estimate its COD, nitrogen and phosphorus removal efficiencies. The SBR system was operated under the conditions as follows: an operation time of 6 hours per cycle, a hydraulic retention time (HRT) of 12 hours, an influent COD loading of $0.4kg/m^3/day$, and an influent nitrogen loading of $0.068kgT-N/m^3/day$. The yield coefficient (Y) and decay rate coefficient ($k_d$) were estimated to be 0.4198 kgMLVSS/kgCOD and $0.0107day^{-1}$ by calculating the removal rate of substrate according to the variation of SRT. Considering total nitrogen amount removed by sludge waste process, eliminated by denitrification, and in clarified water effluent with reference to 150 mg/cycle of influent nitrogen amount, the percentage of nitrogen mass balance from the ratio of the nitrogen amount in effluent (N output) to that in influent (N input) for Runs 1~5 were 95.5, 97.0, 95.5, 99.5, and 95.5%, respectively, which is well accounted for, with mass balances close to 100%.

Budget Estimation Problem for Capacity Enhancement based on Various Performance Criteria (다중 평가지표에 기반한 도로용량 증대 소요예산 추정)

  • Kim, Ju-Young;Lee, Sang-Min;Cho, Chong-Suk
    • Journal of Korean Society of Transportation
    • /
    • v.26 no.5
    • /
    • pp.175-184
    • /
    • 2008
  • Uncertainties are unavoidable in engineering applications. In this paper we propose an alpha reliable multi-variable network design problem under demand uncertainty. In order to decide the optimal capacity enhancement, three performance measures based on 3E(Efficiency, Equity, and Environmental) are considered. The objective is to minimize the total budget required to satisfy alpha reliability constraint of total travel time, equity ratio, and total emission, while considering the route choice behavior of network users. The problem is formulated as the chance-constrained model for application of alpha confidence level and solved as a lexicographic optimization problem to consider the multi-variable. A simulation-based genetic algorithm procedure is developed to solve this complex network design problem(NDP). A simple numerical example ispresented to illustrate the features of the proposed NDP model.

Prediction of Sludge's Volume Collected from Septic Tank Cleaning in Seoul (분뇨수거량 평가방법 연구 : 서울시를 중심으로)

  • Yoo, Kee Young;Cho, In Sung
    • Journal of the Korea Organic Resources Recycling Association
    • /
    • v.15 no.4
    • /
    • pp.138-146
    • /
    • 2007
  • There are still lots of areas where are covered with combined sewer pipes in Seoul. All buildings within those areas are equipping septic tanks which take part in separating solids from flushing water of chamber pots. Septic tanks legally demand emptying and cleaning the those inner bodies, resulting the generation of sludge which should be purified using the specified treatment plants, as one of environmental infrastructures. Scale of treatment plants for septic tank sludge are affected by sludge volume generated from cleaning, which give emphasis to adequate estimation of sludge volume in the future. This study aimed to define prediction tools for sludge volume. Among various parameters, floor area of building is most reasonable one to estimate the quantity of cleaning sludge, showing increasing gradually up to 13,149kL a day in 2020. Using same parameter also are able to assess the amount of BOD in the cleaning sludge.

  • PDF

A Research on the Estimation Method for the SOC of the Lithium Batteries Using AC Impedance (AC 임피던스를 이용한 리튬 전지의 충전상태 추정에 관한 연구)

  • Lee, Jong-Hak;Kim, Sang-Hyun;Kim, Wook;Choi, Woo-Jin
    • The Transactions of the Korean Institute of Power Electronics
    • /
    • v.14 no.6
    • /
    • pp.457-465
    • /
    • 2009
  • Lithium batteries are widely used in mobile electronic devices due to their higher voltage and energy density, lighter weight and longer life cycle compared to other secondary batteries. In particular, high demand for lithium batteries is expected for electric cars. In case of lithium batteries used in electric cars, driving distance must be calculated accurately and discharging should not be done below the level of making it impossible to crank. Therefore, accurate information about state of charge (SOC) becomes an essential element for reliable driving. In this paper, a new method of estimating the SOC of lithium polymer batteries by using AC impedance is proposed. In the proposed method, parameters are extracted by fitting a curve of impedance measured at each frequency on the equivalent impedance model and extracted parameters are used to estimate SOC. Experiments were conducted on lithium polymer batteries with similar capacities made by different manufacturers to prove the validity of the proposed method.