• 지능정보연구
• /
• 제5권1호
• /
• pp.103-123
• /
• 1999

Input filtering as a preprocessing method is so much crucial to get good performance in time series forecasting. There are a few preprocessing methods (i.e. ARMA outputs as time domain filters, and Fourier transform or wavelet transform as time-frequency domain filters) for handling time series. Specially, the time-frequency domain filters describe the fractal structure of financial markets better than the time domain filters due to theoretically additional frequency information. Therefore, we, first of all, try to describe and analyze specially some issues on the effectiveness of different filtering methods from viewpoint of the performance of a neural network based forecasting. And then we discuss about neural network model architecture issues, for example, what type of neural network learning architecture is selected for our time series forecasting, and what input size should be applied to a model. In this study an input selection problem is limited to a size selection of the lagged input variables. To solve this problem, we simulate on analyzing and comparing a few neural networks having different model architecture and also use an embedding dimension measure as chaotic time series analysis or nonlinear dynamic analysis to reduce the dimensionality (i.e. the size of time delayed input variables) of the models. Throughout our study, experiments for integration methods of joint time-frequency analysis and neural network techniques are applied to a case study of daily Korean won / U. S dollar exchange returns and finally we suggest an integration framework for future research from our experimental results.

• 경영정보학연구
• /
• 제16권2호
• /
• pp.43-59
• /
• 2014

사회가 점차 복잡화, 고도화, 전문화됨에 따라 원격에 위치한 개인 간의 의사교환 필요성은 증가하고 있다. 정보교환 대상의 확대와 신속한 정보교환의 필요성이 증가함에 따라 의사소통방식은 면대면 방식에서 IT를 이용한 방식으로 발전하고 있다. 본 연구의 목적은 정보기술 기반의 정보교환과 개인 간 신뢰의 관계를 실증적으로 분석하고, 나아가 정보교환에 이용된 매체별로 신뢰 형성 수준에 차이가 존재하는지를 확인하는 것이다. 본 연구의 목적을 달성하기 위하여 IT를 활발하게 이용하는 20~40대 남녀 193명을 대상으로 설문조사를 실시하였다. 회귀분석을 이용한 분석 결과에 의하면 정보교환의 빈도가 신뢰형성에 긍정적 영향을 미치는 것으로 나타났으며, 정보교환에 소요된 시간은 개인 간의 신뢰형성에 영향을 미치지 못하는 것으로 나타났다. 또한 개인 간 신뢰는 정보교환에 이용되는 매체의 특성에 따라 차이가 있는 것으로 나타났다.

• 국제지역연구
• /
• 제21권2호
• /
• pp.3-20
• /
• 2017

본 연구는 원/달러 환율, 엔/달러 환율, 위안/달러 환율 사이의 관계를 분석하였다. 전통적인 공적분 방법은 환율 변수 사이에 공적분 관계를 명확하게 판별하기 어려운 것으로 알려졌다. 이를 고려하여 분수공적분 방법과 진동수영역의 인과성 분석이 이용되었다. 분석 결과 환율변수 사이에 분수공적분 관계가 존재하는 것을 확인할 수 있었다. 환율 사이에 장기적으로 동조화가 이루어지지만, 충격으로 발생한 이탈은 상당 기간 지속하는 장기기억을 가지는 것을 의미한다. 시간영역의 인과성 분석과 진동수영역의 인과성 분석결과는 다소 차이가 있지만, 원/달러 환율을 예측하는 데 엔/달러 환율이 유용한 것으로 나타났다. 분수공적분 접근방법과 진동수영역의 인과성 분석을 적절하게 활용한다면 기존 방법으로부터 설명되지 못하는 유용한 정보를 획득할 수 있을 것이다.

• 인터넷정보학회논문지
• /
• 제19권4호
• /
• pp.95-105
• /
• 2018

As the IT industry has developed, the frequency of mobile communication usage has increased sharply. Mobile communication has many advantages such as improving work performance, communication beyond time and local constraints, and rapid and vast amounts of information exchange. However, mobile communication also allows supervisors to give their subordinates work at any time. Thus, mobile communication may also have a negative impact on workers' stress levels during non-work time. This study examined required time, urgent business, personal engagement, and trivial matters as sub-dimensions of mobile communication messages that workers could receive during non-work time. Further, the nature of the relationship between team leaders and members explains how these messages may increase the stress levels of workers. Supervisors should prohibit the use of such mobile communication, and efforts should be made at the enterprise level. Through this research, we aim to explain the dual nature of mobile communication, and understand how to optimize the usage of this innovative technology

• 대한간호
• /
• 제30권1호
• /
• pp.51-62
• /
• 1991

The Study was carried out for the purpose of investigating the degree of perception in nursing activities. This study reports perceptions of nurses on the choices they make among competing activities, contrasts this perception with their opinion of what tasks they would like to spend time on. A sample of 231 clinical nurses was selected to participate in this study at two genernal hospitals in Seoul. The data was collected from July 10th to 25th, 1990. Subjects were instructed to rate one of five points likert type scale on the 43 items of nursing activities. Analysis of data was done by means of the SPSS-X Program using frequency, t-test and ANOVA. The results of this study were as follows; 1. The characteristics of the subjects were as follows: The age group of 25-29 yeares was 45.9%. For religion, Christians had the highest score, 68.4 % and singles in subjects were 81.4%. For academic background, 64.5% were graduated from nursing junior colleges. In the subjects, staff nurses were 86.6%. 22.5% of them had worked for less than 1 year and 20.8% had 37 months to 5 years experience at the time of the survey. 62.8% were satisfied with the job. 2. The perception level of nursing activities: 1) The mean score for perception of professional nursing functions was 4.157 point, with a maximum score set. at 5 points. The mean score for perception of priorities was 3.781. Perception of spending time was 3.932. 2) In perception of professional nursing functions, more important items were Aseptic technique (4.866), Shift and exchange of information concerning patients(4.654), Observing patients (4.799). Less important items were Transporting patients(3.411), Changing linens(3.442), Giving a bed shampoo (3.506). In priorities, more important ones. were Aseptic technique(4, 706), Shift and exchange of information concerning patients (4.524.), Observing patients(4.390), Taking vital signs (4.355). And less important ones were Changing linens (3.100), Giving bed baths(3.113), Giving back rubs(3.121). In spending time, more important ones were Aseptic technique(1.706), Observing patients (4.532), Shift and exchange of information concerning patients(4.532). And less important ones were Changing lines(3.368), Transporting patients(3.394), Giving bed baths(3.450). 3) In the role perception level, the mean distribution of perception was 3.511- 4.335; the role was perceived to be in order of frequency as a facilitator, coordinator, change agent and advocator role. The most important scale of factors by nursing activities was indirect nursing activities.

• Investigative Magnetic Resonance Imaging
• /
• 제2권1호
• /
• pp.73-82
• /
• 1998

목적 : 간특정 MR 조영제를 이요하여 간세포의 세포막을 통한 물분자의 교환 및 세포막 투과율을 정확히 측정 할 수 있는 MR 기법을 개발하고자 하였다. 대상 및 방법 : 쥐의 간세포를 분리하여 낸 후 NMR 측정을 시도하엿다. 모든 실험은 0.02MHz부터 60 MHz까지 양성자의 Larmor 주파수를 변화시킬 수 있는 IBM형 field cycling relaxometer를 사용하여 시행하였으며 spin-echo 펄스열을 사용하여 T1 자기이완시간을 측정하였다. 전오도의 간특정 조영제인 Gd-EOB-DTPA를 함유하고 있는 간세포 샘플로부터 획득한 T1 데이터를 연속분포 분석법을 사용하여 분석하였으며 이때 이론적 모델로는 Two compartmental exchange 모델을 이용하였다. 결과 : 간세포내의 물분자의 평균 거주시간은 약 250 msec이며 간세포막의 투과율에 대한 최저치는 $(1.3{\pm}0.1){\;}{\times}{\;}10^{-3}cm/sec$ 이었다. 자기이완시간의 연속적인 분포도를 구할 수 있는 CONTIN 분석기법을 적용한 결과 확산적 물분자 교환이 일어남을 밝혔고 이러한 확산적 교환의 정도가 간세포의 경우 세포내 공간에서는 작지 않다는 사실을 규명 할 수 있었다. 결론 : 연속분포 분석기법을 적용하는 경우 Gd-EOB-DTPA는 간세포에서의 물분자의 교환정도 및 세포막의 물분자에 대한 투과율을 측정하는데 매우 유용한 방법임을 확인하였고 간세포에서의 물분자의 교환속도는 적혈구에서의 물분자 교환 속도에 비해 매우 느리다는 사실을 확인하였다. 따라서 조직 특정 조영제는 해당 조직 혹은 세포의 세포막 투과율과 같은 생리학적 정보를 알아낼 수 있는 기능적 조영제로서의 유용성을 입증할 수 있었다.

• Journal of Computing Science and Engineering
• /
• 제2권4호
• /
• pp.412-427
• /
• 2008

We propose ID-exchange protocol for Connectionless Location-Awareness Service (CLAS) to locate mobile nodes in indoor sensor network. When adapting location-awareness service to sensor network, the target system must be designed in accordance with various metrics which reflect the system requirement. We especially consider sustainability of the existing service which has been provided for its original purpose, such as environmental monitoring. The detailed meaning of sustainability here is that, even if location-awareness service is newly added to the existing service, the system must be assured to retain a stable network condition, and to deal with newly caused traffic properly. The CLAS ID-exchange protocol is especially designed for fixture and mobile nodes communication to achieve these properties. The protocol operates on 802.15.4 MAC layer to make mobile node work independently of the procedure to build routing table of fixture node, so a stable routing condition can be achieved even if there are many mobile nodes. Moreover, the dedicated frequency channel is assigned only for this protocol, so that traffic caused by location-awareness service can be distributed to another channel. A real system adapting the protocol was implemented to monitor fire and authorities' positions. We verified the overhead and elapsed time for location-awareness. The result shows the proposed protocol has a high performance in detecting speed, traffic distribution, and stability of overall network.

• Journal of Communications and Networks
• /
• 제15권1호
• /
• pp.102-110
• /
• 2013

This paper considers a cooperative orthogonal frequency division multiple access (OFDMA)-based cognitive radio network where the primary system leases some of its subchannels to the secondary system for a fraction of time in exchange for the secondary users (SUs) assisting the transmission of primary users (PUs) as relays. Our aim is to determine the cooperation strategies among the primary and secondary systems so as to maximize the sum-rate of SUs while maintaining quality-of-service (QoS) requirements of PUs. We formulate a joint optimization problem of PU transmission mode selection, SU (or relay) selection, subcarrier assignment, power control, and time allocation. By applying dual method, this mixed integer programming problem is decomposed into parallel per-subcarrier subproblems, with each determining the cooperation strategy between one PU and one SU. We show that, on each leased subcarrier, the optimal strategy is to let a SU exclusively act as a relay or transmit for itself. This result is fundamentally different from the conventional spectrum leasing in single-channel systems where a SU must transmit a fraction of time for itself if it helps the PU's transmission. We then propose a subgradient-based algorithm to find the asymptotically optimal solution to the primal problem in polynomial time. Simulation results demonstrate that the proposed algorithm can significantly enhance the network performance.

• 한국통신학회논문지
• /
• 제36권4C호
• /
• pp.241-253
• /
• 2011

본 논문에서는 릴레이 기반 무선 통신 환경에서 기존의 CFNC (Complex Field Network Coding) 기법 적용 시 발생하는 문제점들을 개선하는 방안을 제시한다. CFNC 기법은 간단한 복소 덧셈 및 뺄셈 연산을 통해 상 하향 링크 신호 교환에 요구되는 시간 구간을 최소화함으로써 전송 효율을 극대화하는 장점을 가진다. 그러나, 기존의 CFNC 기법은 릴레이에서의 ML (Maximum Likelihood) 판정 과정에서 큰 폭의 성능 열화가 발생하는 단점이 있다. 또한, CFNC 기법 적용 시 릴레이의 수신 신호에 다중 주파수 오프셋이 발생함에 따라 릴레이의 미세 주파수 오프셋 추정 성능이 열화 되는 한편, 주파수 오프셋 보상 이후에도 잔류 주파수 오프셋으로 인한 성능 열화가 발생하는 문제점이 있다. 따라서 본 논문에서는 상향 링크의 송신 다이버시티를 이용함으로써 정확도를 개선 가능한 새로운 ML 판정 기법 및 다중 주파수 오프셋 환경에서 적용 가능한 새로운 미세 주파수 오프셋 추정, 보상 기법을 제안한다. 다양한 환경에서의 컴퓨터 모의실험을 통해 제안된 기법들이 CFNC 기법 적용 시 발생하는 문제점들을 효과적으로 개선 가능함을 입증한다.

• 한국컴퓨터정보학회논문지
• /
• 제20권7호
• /
• pp.33-40
• /
• 2015

The time slot assignment problem (TSAP) or Satellite Communications scheduling problem (SCSP) for a satellite performs $n{\times}n$ ground station data traffic switching has been known NP-hard problem. This paper suggests $O(n^2)$ time complexity algorithm for TSAP of a satellite that performs $n^2{\times}n^2$ ground station data traffic switching. This problem is more difficult than $n{\times}n$ TSAP as NP-hard problem. Firstly, we compute the average traffic for n-transponder's basic coverage zone and applies ground station exchange method that swap the ground stations until all of the transponders have a average value as possible. Nextly, we transform the D matrix to $D_{LB}$ traffic matrix that sum of rows and columns all of transponders have LB. Finally, we select the maximum traffic of row and column in $D_{LB}$, then decide the duration of kth switch mode to minimum traffic from selected values. The proposed algorithm can be get the optimal solution for experimental data.