• 전자공학회논문지A
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• 제33A권5호
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• pp.1-9
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• 1996

In this paper, we propose an efficient computational algorithm that can reduce significantly the computational complexity of the ML optimum multiuser detector known as the most excellent detector in synchronous code division multiple access channels. The proposed detector uses the sequential detection algorithm based on the alternating maximization appraoch to obtain the ML estimates. As initial estimates for this sequential algorithm, we can use the estimated values obtained by the conventional single-user detector, the linear decorrelating multiuser detector, or the decorrelating decision-feedback muliuser detector, the linear decorrelating multiuser detector, or the decorrelating decision-feedback multiuser detector. We have performed computer simulations in order to see the convergence behaviors and the detection performance of the propsoed algorithm in terms of initial algorithms and the number of users, and then to compare the computational complexity with that of the ML optimum multiuser detector. From the results, we have seen that the proposed alternating maximization detector has nearly equal detction performance with that of the ML optimum multiuser detctor in only a few iteration.

• 제어로봇시스템학회:학술대회논문집
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• 제어로봇시스템학회 2004년도 ICCAS
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• pp.1962-1965
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• 2004

In this paper, the new algorithm for blind adaptive decorrelating parallel interference canceller detector in direct-sequence code division multiple access (DS-CDMA) synchronous communication systems is proposed. The goal of this paper is to improve the performance of the blind adaptive decorrelating parallel interference cancellation detector (BAD/PIC). The proposed blind adaptive decorrelating detector is using optimum step-size technique bootstrap algorithm as an initial stage of PIC, which does not require a training sequence. Therefore, this algorithm has a superior view of utilizing bandwidth and reduces the complexity of computation of inversion cross-correlation matrix. The computer simulation results show that the bit error rate performance of the proposed algorithm for the new structure of detector is better than that of the other detectors such as matched filters, the conventional PIC, and the blind adaptive decorrelating PIC detector.

• 한국통신학회논문지
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• 제23권8호
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• pp.2072-2079
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• 1998

본 논문에서는 비동기 CDMA 채널을 위한 의사 역행렬 형태의 역상관 검출기를 제안한다. 본 논문에서는 먼저 동기 CDMA 채널에서 역상관 검출기의 동작이 확산 수열로 구성된 행렬의 의사 역행렬 처리와 동일함을 보이고, 이 사실을 이용하여 역상관 검출기가 다중접속 간섭신호를 완전히 제거하는 선형 검출기들 중 최대의 신호대 잡음비를 가짐을 보인다. 그 후, 의사 역행렬 형태를 비동기 채널로 확장하여 새로운 역상관 검출기를 제안하고, QR-분해를 이용한 구현 방법에 대해 논의한다. 제안 방법은 각 사용자별로 분산적인 형태를 가지기 때문에 사용자 수 변화에 대한 검출기 계수의 갱신을 효율적으로 수행할 수 있다. 본 논문에서는 마지막으로 제안된 역상관 검출기의 성능을 비트오류율의 관점에서 분석한 후, 컴퓨터 모의 실험을 통해 기존의 정합 필터링 방법에 대한 성능 향상 정도를 확인한다.

• 대한전자공학회:학술대회논문집
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• 대한전자공학회 2000년도 하계종합학술대회 논문집(1)
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• pp.201-204
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• 2000

In this paper, a new multiuser detector combining multicarrier and decorrelating detection schemes is proposed and analyzed in a frequency selective Rayleigh fading channel. The bit error probability is derived and compared with that of the conventional decorrelating detector. From the numerical results, it is shown that the proposed detector achieves better BER performance and lower computational complexity than those of the conventional decorrelating detector.

• 한국통신학회논문지
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• 제21권8호
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• pp.2090-2098
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• 1996

This paper analyzes decorrelating detector for synchronous packet CDMA communications where a set of quasiorthogonal code waveforms are generated from a common code by assigning distinct initial code phases to all users. In this analysis, we characterize the residual multiple-access interference (MAI) caused by possibletiming offsets when synchronous and simultanceous packet transmissions are on the reverse link of centralize networks. Also, to show feasibility of decorrelating detector employing the common code, we further investigate its robustness against the multipath channel. It is demonstrated that the decorrelating detector greatly reduces the residual MAI to the order of N$^{-2}$ , N number of chips/bit, and yields significant performance gain compared to the single user detector.

• Journal of Communications and Networks
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• 제9권1호
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• pp.28-33
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• 2007

Estimated channel information, especially multipath length and multipath channel of the desired user, is necessary for most previously reported linear blind multiuser detectors in code division multiple access (CDMA) systems. This paper presents a new blind intersymbol decorrelating detector in asynchronous CDMA systems, which uses the cross correlation matrix of the consecutive symbols. The proposed detector is attractive for its simplicity because no channel estimation is required except the synchronization of the desired user. Compared with other reported multiuser detectors, simulation results show that the proposed detector provides a good performance when the active users have significant intersymbol interference and the multipath length is short.

• 한국통신학회논문지
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• 제24권8A호
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• pp.1099-1106
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• 1999

본 논문에서는 다중사용자/다중경로 환경에서 다중반송파 CDMA 시스템의 오류확률을 해석적으로, 구하고, 다중 사용자, 다중반송파, 다중경로에 의한 간섭의 영향을 분석하였다. 또한 다중반송파 시스템에 대한 역상관 검출기(decorrelating detector)를 결합한 다중반송파/다중사용자/다중경로 결합 검출 방식을 제시하고 성능 및 역상관 과정에 의한 백색가우시안 잡음(AWGN)의 증가를 분석하였다. 제안한 결합 검출 방식의 오류 확률은 하나의 상용자만이 있는 경우의 이상적인 성능에 근접하였다.

• 전자공학회논문지S
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• 제35S권6호
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• pp.1-8
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• 1998

본 논문에서는 비동기 DS/CDMA 시스템을 위한 2단 구조의 심볼 단위 역상관 다중사용자 검출기가 제안된다. 기존의 정합필터를 이용하는 검출기의 출력이 한 심볼 지연되어, 선형 역상관 검출기에서 역상관 기저의 선택을 위해 사용되며, 또한 작은 오프셋 값의 칩 타이밍 지연을 고려하여, 단일 상관기 뱅크 대신 Early-Late 상관기 뱅크를 사용하였는데, 이는 간섭 사용자의 정확한 시간 지연을 몰라도 되며 디지털 구현이 용이한 장점을 갖는다. 제안된 검출기의 성능을 검증하기 위하여, 분석된 BER과 모의 실험 결과가 비교된다. 제안된 검출기의 성능 분석은 시간-제한된 신호에 대해 유도되었지만, 모의 실험은 시간-제한된 신호와 대역-제한된 신호에 대해 수행되었다.

• 대한전자공학회:학술대회논문집
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• 대한전자공학회 2002년도 ITC-CSCC -1
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• pp.397-400
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• 2002

In this paper, a novel noncoherent multiuser detector with diversity reception for a differentially encoded DS/CDMA signal in a frequency-selective Rayleigh fading channel is proposed. The proposed receiver employs multipath decorrelator and decision feedback differential detector (DFDD) with diversity reception. DFDD performs differential encoding and diversity combining. The performance is obtained by analysis and simulation and it is sown that the proposed receiver outperforms conventional differential receiver with slight increase of complexity.

• 대한전자공학회:학술대회논문집
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• 대한전자공학회 2000년도 ITC-CSCC -1
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• pp.509-512
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• 2000

In this paper, the RBF-based multiuser detector (MUD) is proposed for a multirate DS/CDMA system. The performance of RBF-based MUD is compared with that of many suboptimal multiuser detectors in terms of bit error probability. From the simulation results, it is confirmed that the RBF-based multiuser detector outperforms decorrelating detector, and achieves near-optimum performance in several situations. The results in this paper can be applied to design of MUD fur a multirate DS/CDMA system.