• Proceedings of the Korean Information Science Society Conference
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• 2003.04c
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• pp.398-400
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• 2003

추천 시스템은 사용자의 아이템에 대한 선호도를 예측함으로써. 사용자에게 적합한 아이템을 추천한다. 이러한 추천 시스템은 희소성과 확장성의 문제를 안고 있다. 희소성이란 사용자의 선호도 예측의 토대가 되는 정보의 부족으로 인하여 추천 아이템의 범위가 제한되는 것이고, 확장성이란 사용자나 아이템의 수가 증가함에 따라 추천 시간이 증가하는 것이다. 본 논문에서는 아이템의 카테고리 정보를 이용한 다중 레벨 연관규칙을 선호도 예측에 적용하여 희소성과 확장성의 문제를 완화하고자 하였다. 연관규칙을 이용하여 선호도 예측을 위한 모델을 구축하여 확장성을 해결하고, 다중 레벨 연관규칙을 이용하여 추천 아이템의 범위를 확장할 수 있었다. 단일 레벨만을 사용한 방법과 비교한 결과, 다중 레벨을 사용한 방법이 좋은 성능을 보임을 확인할 수 있었다.

• The Journal of Korean Institute of Communications and Information Sciences
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• v.24 no.10B
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• pp.2004-2010
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• 1999

This paper presents the blind multiuser detector using the constant modulus algorithm(CMA) to solve the near-far problem in DS-CDMA systems. The convergence property of the detector is compared with the conventional MOE(minimum output energy) detector by means of SIR(signal-to-interference ratio). The MOE detector needs both the spreading code of the users and the timing information, while proposed methods needs only information about the spreading code of users Simulation results show that the CMA-based detector is superior to the conventional blind MOE multiuser detector. For this, the BER performance was tested using different values of SNR and near-far ratio. The SIR is also investigated for different number of users in AWGN and Rayleigh fading channels. We have observed that the proposed blind multiuser detector performs better than conventional MOE multiuser detector.

• The Journal of the Korea Contents Association
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• v.10 no.5
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• pp.52-61
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• 2010

In recent, the interests of multi-user systems have been increased. Multi-user systems allow a number of users to access the system simultaneously. Security is one of the key issues to be addressed in a multi-user environment. We propose a solution based on the NTFS file system that provides the personal data security and considers the convenience of users. The system increases the convenience of users by simplifying the complexity of the security setting on NTFS. We also propose a variety of policies that prevent from the conflicts incurring when different users set up the personal folders simultaneously and do not set up the important folders such as the window system folders as personal folders. In addition, our system supports the function of setting up the prohibition folder lists so that no one can not set the folder to their personal folders.

• Journal of Advanced Navigation Technology
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• v.26 no.4
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• pp.219-225
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• 2022

In this paper, we propose a CAC exploring a RA based dynamic spectrum hole grouping for secondary users' QoS enhancement in multi-classes cognitive radio networks. The RA based dynamic spectrum hole grouping uses SU multi-classes overlaying spectrum structure suggested here. Multiclass SUs are divided into real and non real, and real SUs have a priority for resource utilization against non real. The amount of resource required by real SUs is supported by Wiener prediction and the dynamic spectrum hole grouping, and that required by non real SU is supported by the remained available amount without prediction. In the simulations, we compare the proposed CAC performances using the dynamic spectrum hole grouping in terms of SU connection's blocking(dropping) rate and resource utilization efficiency according to multi-classes traffic characteristics, and then we show the proposed CAC can guarantee the desired QoS of multi-classes secondary users.

• Journal of Advanced Navigation Technology
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• v.16 no.4
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• pp.593-601
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• 2012

This paper develops and analyzes a new multiple-hypothesis Receiver Autonomous Integrity Monitoring (RAIM) algorithm as a candidate for future standard architecture. The proposed algorithm can handle simultaneous multiple failures as well as a single failure. It uses measurement residuals and satellite observation matrices of several consecutive epochs for Failure Detection and Exclusion (FDE). The proposed algorithm redueces the Minimum Detectable Bias (MDB) via the Relative RAIM (RRAIM) scheme. Simulation results show that the proposed algorithm can detect and filter out multiple failures in tens of meters.

• The Journal of Korean Institute of Communications and Information Sciences
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• v.25 no.6A
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• pp.885-892
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• 2000

A multi-used detector(MUD) using a radial basis function(RBF) network is proposed in a multicarrier-code division multiple access (MC-CDMA) system. In the proposed scheme, a RBF network is connected to the frequency domain in order to effectively utilize the frequency diversity. Simulations have been performed over the frequency selective and multipath fading channel. From these simulations, the proposed receiver is verified to be used for making the performance improvement in combating near-far effects and increasing the number of active users. The system capacity is increaed about 1.8 times at a BER of $10^{-3}$ under a single cell when the proposed scheme is compared with MUD using a parallel interference canceller(PIC).

• Proceedings of the Korea Institute of Convergence Signal Processing
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• 2001.06a
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• pp.1-4
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• 2001

In this paper, we develop a blind adaptive multiuser detector for synchronous CDMA with a noise-whitened filter. To Improve the symbol error probability performance, Decision-Feedback Blind Adaptive Multiuser Detector(DFBD) is proposed and compared with Blind Adaptive Multiuser Detector(BD). The proposed DFBD is slightly improved.

• The Journal of Korean Institute of Communications and Information Sciences
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• v.29 no.10C
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• pp.1395-1401
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• 2004

In The objective of this paper is to apply blind minimum output energy multiuser detection method to multicarrier direct sequence code division multiple access system. The performance of MC/DS-CDMA is reduced due to multiple access. To increase the performance of system, we need to cancel multiple user components. Blind interference canceller is able to detect the desired's information with the only minimal information of the desired user. We evaluate the performance of the proposed receiver under Gaussian channel. Simulation results show that the proposed receiver has about 6［dB］ gain of signal to noise ratio without multiple user interference and has about 3［dB］ gain of SNR with multiple user interference. Also, the result of comparing the capacity of the active users shows that the proposed method has about 2 times capacity more than conventional method. As a conclusion, simulation results show that the proposed method has better performs better than conventional method.

• The Journal of Korean Institute of Communications and Information Sciences
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• v.32 no.11C
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• pp.1111-1118
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• 2007

This paper presents our study of throughput enhancement achieved by selection diversity in a multiuser system, called multiuser diversity (MUDiv), using a new asymptotic approach. The MUDiv gain is evaluated by deriving an asymptotic formula for the throughput enhancement from the MUDiv gain as a simple closed form introducing a Puiseux series. The formula shows that the MUDiv gain is independent of the signal-to-noise ratio (SNR). This concept can be extended to analysis applicable to scheduling algorithms, such as Max C/I and proportional fair scheduling. The MUDiv gain throughput analysis is verified using Monte-Carlo simulations.

• Proceedings of the Korean Society of Broadcast Engineers Conference
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• 2010.07a
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• pp.98-100
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• 2010

본 논문에서는 주파수 선택적 페이딩(frequency selective fading) 채널에서 다중 사용자 MIMO-OFDM 시스템을 위한 자원 할당(resource allocation)을 연구한다. 다중 사용자의 신호를 검출하기 위해 기지국은 MMSE-SIC 수신기를 사용하고 이러한 조건에서 다중 사용자 MIMO-OFDM 시스템을 위한 최적화 문제를 도출하며 이를 위한 자원 할당 기법을 제안한다. 평균 채널 이득이 사용자마다 다른 환경에서의 컴퓨터 모의실험을 통해 제안된 자원 할당 기법의 성능을 알아본다. 모의 실험 결과 제안된 자원 할당 기법은 기존의 자원 할당 기법보다 더 높은 데이터 전송률(data rate)을 달성함을 보이고 있다.