• Title/Summary/Keyword: Multi-User

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Secure Broadcasting Using Multiple Antennas

  • Ekrem, Ersen;Ulukus, Sennur
    • Journal of Communications and Networks
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    • v.12 no.5
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    • pp.411-432
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    • 2010
  • We consider three different secure broadcasting scenarios: i) Broadcast channels with common and confidential messages (BCC), ii) multi-receiver wiretap channels with public and confidential messages, and iii) compound wiretap channels. The BCC is a broadcast channel with two users, where in addition to the common message sent to both users, a private message, which needs to be kept hidden as much as possible from the other user, is sent to each user. In this model, each user treats the other user as an eavesdropper. The multi-receiver wiretap channel is a broadcast channel with two legitimate users and an external eavesdropper, where the transmitter sends a pair of public and confidential messages to each legitimate user. Although there is no secrecy concern about the public messages, the confidential messages need to be kept perfectly secret from the eavesdropper. The compound wiretap channel is a compound broadcast channel with a group of legitimate users and a group of eavesdroppers. In this model, the transmitter sends a common confidential message to the legitimate users, and this confidential message needs to be kept perfectly secret from all eavesdroppers. In this paper, we provide a survey of the existing information-theoretic results for these three forms of secure broadcasting problems, with a closer look at the Gaussian multiple-input multiple-output (MIMO) channel models. We also present the existing results for the more general discrete memoryless channel models, as they are often the first step in obtaining the capacity results for the corresponding Gaussian MIMO channel models.

R&D Project Portfolio Selection Problem (R&D Project Portfolio 선정 문제)

  • Ahn, Tae-Ho;Kim, Myung-Gwan
    • Korean Management Science Review
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    • v.25 no.1
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    • pp.1-9
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    • 2008
  • This paper investigates the R&D project portfolio selection problem. Despite its importance and impact on real world projects, there exist few practical techniques that help construct an non-dominated portfolio for a decision makers satisfaction. One of the difficulties constructing the portfolio is that such project portfolio problem is, in nature, a multi-attribute decision-making problem, which is an NP-hard class problem. This paper investigates the R&D project portfolio selection problem. Despite its importance and impact on real world projects, there exist few practical techniques that help construct an non-dominated portfolio for a decision makers satisfaction. One of the difficulties constructing the portfolio is that such project portfolio problem is, in nature, a multi-attribute decision-making problem, which is an NP-hard class problem. In order to obtain the non-dominated portfolio that a decision maker or a user is satisfied with, we devise a user-interface algorithm, in that the user provides the maximum/minimum input values for each project attribute. Then the system searches the non-dominated portfolio that satisfies all the given constraints if such a portfolio exists. The process that the user adjusts the maximum/minimum values on the basis of the portfolio found continues repeatedly until the user is optimally satisfied with. We illustrate the algorithm proposed, and the computational results show the efficacy of our procedure.

A Study on Method for User Gender Prediction Using Multi-Modal Smart Device Log Data (스마트 기기의 멀티 모달 로그 데이터를 이용한 사용자 성별 예측 기법 연구)

  • Kim, Yoonjung;Choi, Yerim;Kim, Solee;Park, Kyuyon;Park, Jonghun
    • The Journal of Society for e-Business Studies
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    • v.21 no.1
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    • pp.147-163
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    • 2016
  • Gender information of a smart device user is essential to provide personalized services, and multi-modal data obtained from the device is useful for predicting the gender of the user. However, the method for utilizing each of the multi-modal data for gender prediction differs according to the characteristics of the data. Therefore, in this study, an ensemble method for predicting the gender of a smart device user by using three classifiers that have text, application, and acceleration data as inputs, respectively, is proposed. To alleviate privacy issues that occur when text data generated in a smart device are sent outside, a classification method which scans smart device text data only on the device and classifies the gender of the user by matching text data with predefined sets of word. An application based classifier assigns gender labels to executed applications and predicts gender of the user by comparing the label ratio. Acceleration data is used with Support Vector Machine to classify user gender. The proposed method was evaluated by using the actual smart device log data collected from an Android application. The experimental results showed that the proposed method outperformed the compared methods.

The Biometric based Mobile ID and Its Application to Electronic Voting

  • Yun, Sung-Hyun;Lim, Heui-Seok
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.7 no.1
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    • pp.166-183
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    • 2013
  • It requires a lot of costs and manpower to manage an election. The electronic voting scheme can make the election system economic and trustful. The widespread use of smart phones causes mobile voting to be a major issue. The smart phone can be used as a mobile voting platform since it can carry out many services in addition to basic telephone service. To make mobile voting practical and trustful, we analyzed two subjects of study. Firstly, the way to make a biometric based mobile ID, which has legal binding forces. In mobile voting, user identification is accomplished on line since the voter should be able to vote wherever they go. The digital ID conducts a similar role to the need for a resident card. The user's identity is bound to the resident card legally. To bind the user's identity to the smart phone, we use USIM. Biometric recognition is also needed to authenticate the user, since the user cannot prove him or her on line face-to-face. The proposed mobile ID can be reissued by means of introducing a random secret value. Secondly, the mobile voting scheme is proposed where candidates can accept election results without doubt. The goal of an election is to select a leader among two or more candidates. Existing electronic voting schemes mainly focus on the study of ballot verification accomplished by voters. These approaches are not safe against collusion attacks where candidates and the election administration center are able to collude to fabricate election results. Therefore, a new type of voting and counting method is needed where candidates can directly take part in voting and counting stages. The biometric based multi-signature scheme is used to make the undeniable multi-signed ballot. The ballot cannot be verified without the help of all candidates. If candidates accept election results without a doubt, the fairness of the election is satisfied.

Applying Rescorla-Wagner Model to Multi-Agent Web Service and Performance Evaluation for Need Awaring Reminder Service (Rescorla-Wagner 모형을 활용한 다중 에이전트 웹서비스 기반 욕구인지 상기 서비스 구축 및 성능분석)

  • Kwon, Oh-Byung;Choi, Keon-Ho;Choi, Sung-Chul
    • Journal of Intelligence and Information Systems
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    • v.11 no.3
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    • pp.1-23
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    • 2005
  • Personalized reminder systems have to identify the user's current needs dynamically and proactively based on the user's current context. However, need identification methodologies and their feasible architectures for personalized reminder systems have been so far rare. Hence, this paper aims to propose a proactive need awaring mechanism by applying agent, semantic web technologies and RFID-based context subsystem for a personalized reminder system which is one of the supporting systems for a robust ubiquitous service support environment. RescorlaWagner model is adopted as an underlying need awaring theory. We have created a prototype system called NAMA(Need Aware Multi-Agent)-RFID, to demonstrate the feasibility of the methodology and of the mobile settings framework that we propose in this paper. NAMA considers the context, user profile with preferences, and information about currently available services, to discover the user's current needs and then link the user to a set of services, which are implemented as web services. Moreover, to test if the proposed system works in terms of scalability, a simulation was performed and the results are described.

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Learning System for Scientific Experiments with Multi-touch Screen and Tangible User Interface (멀티 터치스크린과 실감형 인터페이스를 적용한 과학 실험 학습 시스템)

  • Kim, Jun-Woo;Maeng, Jun-Hee;Joo, Jee-Young;Im, Kwang-Hyuk
    • The Journal of the Korea Contents Association
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    • v.10 no.8
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    • pp.461-471
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    • 2010
  • Recently, Augmented Reality(AR) technologies have been emerged, which shows the types of digital contents integrating real and virtual worlds. To maximize the effect of AR technology, tangible user interface, which enables users to interact with the contents in the same way in which they manipulate objects in real world, is applied. In particular, we expect that the technologies are able to enhance learners' interests and degree of immersion, and produce new learning contents in order to maximize the effect of learning. In this paper, we propose a learning system for scientific experiments with multi-touch screen and tangible user interface. The system consists of an experiment table equipped with a large multi-touch screen and a realistic learning device that can detect the user's simple gestures. In real world, some scientific experiments involve high cost, long time or dangerous objects, but this system will overcome such hindrance and provide learners with a variety of experiment experience in realistic ways.

Multi-Scenario-Based Implementation of User Interface for a Cloud BIM-Based Design Support System (다중 시나리오에 의한 '클라우드 BIM 기반 협업 설계 지원 시스템'의 사용자 인터페이스 개발)

  • Kim, Jinwooung;Jung, Jaehwan;Kim, Sung-Ah
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.42 no.2
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    • pp.403-412
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    • 2017
  • With the introduction of BIM and ICT technology, 'Cloud-based collaborative design support system' has been actively researched and new user interface is needed to support it. When developing the user interface, scenario - based design method is selected which based on the actual usage scenarios to anticipate the usage situation and reflect the user's requirements. However, since the existing scenario-based design technique is an inductive method, it is difficult to cover the usage situation of all users when creating the usage scenario. For this reason, there is a need for a new scenario creation method that can systematically create and modify scenarios instead of inductive methods. This study proposes a 'Multi-scenario-based design method' that complemented the existing method and verify its usability by applying it to the user interface development process of 'Cloud-based collaborative design support system'.

Multi-User Detection using Support Vector Machines

  • Lee, Jung-Sik;Lee, Jae-Wan;Hwang, Jae-Jeong;Chung, Kyung-Taek
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.34 no.12C
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    • pp.1177-1183
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    • 2009
  • In this paper, support vector machines (SVM) are applied to multi-user detector (MUD) for direct sequence (DS)-CDMA system. This work shows an analytical performance of SVM based multi-user detector with some of kernel functions, such as linear, sigmoid, and Gaussian. The basic idea in SVM based training is to select the proper number of support vectors by maximizing the margin between two different classes. In simulation studies, the performance of SVM based MUD with different kernel functions is compared in terms of the number of selected support vectors, their corresponding decision boundary, and finally the bit error rate. It was found that controlling parameter, in SVM training have an effect, in some degree, to SVM based MUD with both sigmoid and Gaussian kernel. It is shown that SVM based MUD with Gaussian kernels outperforms those with other kernels.

Performance of Multi-User MIMO/OFDM System using Cyclic Delay Diversity for Fading Channels (페이딩 채널에서 순환 지연 다이버시티를 적용한 다중 사용자 MIMO OFDM 시스템의 성능)

  • Park, In-Hwan;Kim, Yoon-Hyun;Kim, Jin-Young
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.10 no.6
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    • pp.263-268
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    • 2010
  • As the demand of high quality service in next generation wireless communication systems, a high performance of data transmission requires an increase of spectrum efficiency and an improvement of error performance in wireless communication systems. In this paper, we propose a multi-user multiple-input multiple-output (MIMO) orthogonal frequency division multiplexing (OFDM) system with cyclic delay diversity and block diagonalization procoding method to improve bit error rate (BER) performance with wireless local area network (WLAN) channel model C and D for 802.11n WLAN system. The results of mathlab simulation show the improvement of BER performance in 802.11n wireless indoor channel environment.

A study of Family UI on multi-platform (멀티플랫폼에서 Family UI의 적용에 관한 사례연구)

  • Shin, Hyun-Jin;Jeong, Seung-Mo;Lee, Ja-Young;Song, Hyun-Chul
    • 한국HCI학회:학술대회논문집
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    • 2009.02a
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    • pp.1030-1037
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    • 2009
  • One brand is taking various forms as it is made applicable to different platforms. As a result users are presented with different interfaces, navigations, and menu structures and therefore are given the burden of relearning. So, in order to minimize such inconveniences and provide consistency of use within multi-platform environments a guide that will increase the service environment predictability is necessary. This paper defines Family UI as to refer to the element of user interface that gives consistency within various platforms belonging to one company band. To propose implications of Family UI, this paper will analyze case studies in which the consistency policies have been applied.

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