• 대한전자공학회:학술대회논문집
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• 대한전자공학회 2000년도 제13회 신호처리 합동 학술대회 논문집
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• pp.83-86
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• 2000

DS/CDMA 이동통신 환경에서 채널의 용량을 제한하는 가장 큰 요인은 다중 사용자 간섭 신호의 영향이다. 본 논문에서는 어레이 안테나와 적응 혼합 다중 사용자 검파기 구조 (MUD: Multi-User Detection)를 이용하여 이러한 문제를 제거한다. 어레이 안테나의 각각의 빔 형성기는 MUD에서 궤환되는 기준 신호를 이용하여 원하는 사용자의 방향으로 빔을 형성하고 간섭 신호 방향으로는 널을 형성하여 제거하게 된다. 수신 신호의 전력이 제어되지 못하여 원근 문제(near-far problem)가 발생할 경우, 제안한 MUD는 적응적으로 지배적인 상관 값에 대해서는 직렬형, 비슷한 크기의 신호들은 병렬형 간섭 제거기를 통하여 제거함으로써 기존의 고정형 간섭 제거기보다 우수한 성능을 나타내었다.

• 한국통신학회논문지
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• 제34권12C호
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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.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제5권5호
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• pp.1049-1068
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• 2011

In this paper a simple and effective call admission control (CAC) scheme is proposed for the emerging interleave-division multiple-access (IDMA) systems, supporting a variety of traffic types and offering different quality of service (QoS) requirements and priority levels. The proposed scheme is signal-to-interference-plus-noise ratio (SINR) evolution based CAC (SE-CAC). The key idea behind the scheme is to take advantage of the SINR evolution technique in the process of making admission decisions, which is developed from the effective chip-by-chip (CBC) multi-user detection (MUD) process in IDMA systems. By virtue of this semi-analytical technique, the MUD efficiency can be estimated accurately. Additionally, the computational complexity can be considerably reduced. These features make the scheme highly suitable for IDMA systems, which can combat intra-cell interference efficiently with simple CBC MUD. Analysis and simulation results show that compared to the traditional CAC scheme considering MUD efficiency as a constant, the proposed SE-CAC scheme can guarantee high power efficiency and throughput for multimedia traffic even in heavy load conditions, illustrating the high efficiency of CBC MUD. Furthermore, based on the SINR evolution, the SE-CAC can make accurate estimation of available resource considering the effect of MUD, leading to low outage probability as well as low blocking and dropping probability.

• 한국통신학회논문지
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• 제37권3A호
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• pp.172-178
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• 2012

This paper studies the application of a fuzzy-ARTMAP (FAM) neural network to multi-user detector (MUD) for direct sequence (DS)-code division multiple access (CDMA) system. This method shows new solution for solving the problems, such as complexity and long training, which is found when implementing the previously developed neural-basis MUDs. The proposed FAM based MUD is fast and easy to train and includes capabilities not found in other neural network approaches; a small number of parameters, no requirements for the choice of initial weights, automatic increase of hidden units, no risk of getting trapped in local minima, and the capabilities of adding new data without retraining previously trained data. In simulation studies, binary signals were generated at random in a linear channel with Gaussian noise. The performance of FAM based MUD is compared with other neural net based MUDs in terms of the bit error rate.

• ETRI Journal
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• 제36권4호
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• pp.682-685
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• 2014

In this letter, we propose an efficient near-optimal detection scheme (that makes use of a generalized sphere decoder (GSD)) for blind multi-user multiple-input multiple-output (MU-MIMO) systems. In practical MU-MIMO systems, a receiver suffers from interference because the precoding matrix, the result of the precoding technique used, is quantized with limited feedback and is thus imperfect. The proposed scheme can achieve near-optimal performance with low complexity by using a GSD to detect several additional interference signals. In addition, the proposed scheme is suitable for use in blind systems.

• 한국통신학회논문지
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• 제28권2C호
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• pp.91-99
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• 2003

본 논문에서는 2.4㎓ ISM 대역의 실내 환경에서 동작하는 직접 대역 확산(Direct Sequence Spread Spectrum : DSSS) 방식의 단방향 무선 송수신 시스템의 ZFE(Zero Forcing Equalizer) 다중 사용자 검출(Multi User Detection : MUD) 수신기의 성능을 평가하였다. 본 시스템은 한 사용자가 장기간의 깊은 페이드(deep fade)를 겪으므로 많은 연집 오류가 발생할 것이며, 단 방향이므로 전력 제어가 불가능하다는 취약점을 가지고 있다. 그러나 DS-CDMA 시스템은 엄격한 전력 제어가 될 수 있는 환경에서 그 성능이 보장되므로 이에 대한 해결 방법이 중요하다. 이러한 시스템의 성능을 개선시킬 수 있는 수신기로서 MUD 수신기는 엄격한 전력 제어가 요구되지 않으며 선형 등화 방식을 이용하여 다중 사용자 간섭(Multiple Access Interference : MAI)을 제거할 수 있다. 실내 무선 채널 환경 하에서 ZFE MUD 수신기와 다른 수신 방식간의 성능 비교 결과로부터 ZFE MUD 수신기가 본 시스템에 보다 적합함을 확인하였다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제11권4호
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• pp.1954-1971
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• 2017

In this work, first, a multiuser detection (MUD) algorithm based on component-level soft interference cancellation and linear minimum mean square error (CLSIC-LMMSE) is proposed, which can enhance the bit error ratio (BER) performance of the traditional SIC-LMMSE-based MUD by mitigating error propagation. Second, for non-binary low density parity check (NB-LDPC) coded high-order modulation systems, when the proposed algorithm is integrated with partial mapping, the receiver with iterative detection and decoding (IDD) achieves not only better BER performance but also significantly computational complexity reduction over the traditional SIC-LMMSE-based IDD scheme. Extrinsic information transfer chart (EXIT) analysis and numerical simulations are both used to support the conclusions.

• 한국정보통신학회:학술대회논문집
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• 한국해양정보통신학회 2000년도 추계종합학술대회
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• pp.235-238
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• 2000

본 논문에서는 BS-CDMA 이동통신 시스템에서 다중 사용자 간섭과 Rayleigh 페이딩의 영향을 효과적으로 제거하기 위하여 터보 부호화 다중 사용자 검출 방식을 사용하였으며, Monte Carlo 시뮬레이션을 이용하여 다양한 채널 조건에서 제안된 방식의 성능을 분석하였다.

• 한국통신학회논문지
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• 제31권11C호
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• pp.1085-1091
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• 2006

The major goal of this paper is to develop a practically implemental radial basis function (RBF) neural network based multi-user detector (MUD) for direct sequence (DS)-CDMA system. This work is expected to provide an efficient solution for RBF based MUD by quickly setting up the proper number of RBF centers and their locations required in training. The basic idea in this research is to estimate all the possible RBF centers by using supervised ${\kappa-means$ clustering technique, and select the only centers which locate near seemingly decision boundary between centers, and reduce further by grouping the some of centers adjacent each other. Therefore, it reduces the computational burden for finding the proper number of RBF centers and their locations in the existing RBF based MUD, and ultimately, make its implementation practical.

• 한국산업정보학회논문지
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• 제11권4호
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• pp.40-46
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• 2006

본 논문에서는 WCDMA시스템에서 고품질의 멀티미디어 서비스를 제공하기 위한 반복 다중 사용자 검출기 및 터보 복호기의 성능을 분석하였다. 특히 터보 복호기 자체의 지역반복 뿐만 아니라 터보 복호기를 포함하는 다중사용자 검출기의 전역반복도 고려하여 성능을 분석하였다. 시스템의 복잡도를 고려하였을 때, 적절한 오류성능을 보장하기 위해서는 지역반복과 전역반복의 반복횟수는 모두 3회가 가장 적절한 것으로 사료된다. 그리고 모의실험 결과 사용자의 수가 많아질수록 전역반복에 의한 간섭제거 능력이 커짐을 알 수 있었다.