• Title/Summary/Keyword: Multiuser Detector

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A simple computational algorithm of ML optimum multiuser detector for synchronous code division multiple access channels (동기화된 부호 분할 다원 접속 채널을 위한 ML 최적 다중 사용자 검출기의 간단한 계산 알고리즘)

  • 권형욱;최태영;오성근
    • Journal of the Korean Institute of Telematics and Electronics A
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    • v.33A no.5
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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.

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Partial IC Blind Multiuser Detection for CDMA Systems (CDMA 시스템을 위한 부분 간섭 제거 블라인드 다중 사용자 검출)

  • Woo Dae-Ho;Yoo Young-Gyo;Byun Youn-Shik
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.31 no.2C
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    • pp.184-190
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    • 2006
  • In this paper, we propose the blind multiuser detector which is robust against the effects of near-far and multiuser interference. The proposed detector is composed of the partial IC(interference canceller) and the blind MOE(minimum output energy) multiuser detector. The partial IC partially eliminates interference components from the received signal then the output of partial IC is fed into the input of multiuser detector. Simulation results show that the proposed detector has the robust property but the performance of conventional MOE multiuser detector is rapidly degraded in case of existing both near far and multiuser. Thus, the proposed partial IC BMUD(blind multiuser detection) technique has better performance than the conventional MOE.

Mixed LMSF Blind Multiuser Detector for DS-CDMA Systems (DS-CDMA 시스템을 위한 혼합 LMSF 블라인드 다중 사용자 검출)

  • Park, Sung-Wook;Park, Jong-Wook
    • 전자공학회논문지 IE
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    • v.43 no.2
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    • pp.75-79
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    • 2006
  • Blind techniques without the help of training sequences are able to detect the information signal which has the minimal information of desired user. In this paper, we proposed the blind multiuser detector using the hybrid cost function to cancel the multiple user interference in direct sequence code division multiple access systems. The cost function of proposed blind multiuser detector is the hybrid type which joints both least mean square(LMS) algorithm and least mean fourth(LMF) algorithm. We evaluate the bit error rate(BER) performance of proposed blind multiuser detector under additive white Gaussian noise channel. Simulation results show that the proposed blind detector has an about 3dB of signal to noise ratio more than blind minimum output energy(MOE) multiuser detector under existing active user 20.

Performance Analysis of Advanced MMSE Multi-User Detector for DS/CDMA systems (DS/CDMA 시스템의 개선된 MMSE 다중사용자 검파기 성능분석)

  • 감두열
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.25 no.10A
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    • pp.1540-1547
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    • 2000
  • In this paper, the performance of the MMSE multiuser detector is compared with the conventional detector with respect to the signal-to-noise ratio, the number of users and the Nakagami parameter under AWGN as well as Nakagami fading channel. The results show that the MMSE multiuser detector is superior to the conventional detector with respect to cancelling the multiple access interference. However, its drawback is the hardware's complexity. To solve this drawback, the advanced MMSE multiuser detector is presented, and its performance is analyzed. The number of taps in the advanced MMSE multiuser are independent of the processing gain. Thus, the system engineer can choose the appropriate number of taps in the detector to achieve a optimal trade-off between the hardware complexity and the performance of system.

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RBF-Based Multiuser Detection for a Multirate DS/CDMA System

  • Kim, Jin-Young;Ph.D.
    • Proceedings of the IEEK Conference
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    • 2000.07a
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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.

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Decision-feedback Blind Adaptive Multiuser Detector For Synchronous CDMA System (CDMA를 위한 결정 궤환 블라인드 적응 다중 사용자 검출기)

  • 변건식;김성곤;김재수
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.27 no.3B
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    • pp.220-225
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    • 2002
  • MUD(Multiuser detection) technology which locates desired signal and removes interference signal from multiple access signals increases system capacity and decreases multiple access effect. 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, DFBD (Decision-Feedback Blind Adaptive Multiuser Detector) is proposed and compared with BD(Blind Adaptive Multiuser Detector). The proposed DFBD is slightly improved.

Decision-Feedback Multiuser Detector For Synchronous CDMA System (동기 CDMA에서의 결정 궤환 다중 사용자 검출기)

  • 김재수;김병주;김창선;변건식
    • 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.

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Joint Adaptive Combining and Variable Tap-Length Multiuser Detector for Underwater Acoustic Cooperative Communication

  • Liu, Zhiyong;Wang, Yinghua;Song, Lizhong;Wang, Yinyin;Dai, Fusheng
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.12 no.1
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    • pp.325-339
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    • 2018
  • In this paper, we propose a joint adaptive combining and variable tap-length multiuser detector (MUD) for amplify-and-forward (AF) underwater acoustic cooperative interleave-division multiple access (IDMA) communication system. The proposed MUD jointly realizes tap-length adjustment, adaptive combining, and multiuser detection. In contrast to the existing methods, the proposed detector can adaptively combine the received signals from different nodes at destination, and does not need the assumption that full and perfect channel state information (CSI) of all the links at the receiver is known. Moreover, the proposed detector can adaptively adjust the tap coefficient vector and tap-length of each branch according to the specific channel profile of each branch. Simulation results validate the feasibility and show the advantages of the proposed detector against existing counterparts.

A Study on Blind Multiuser Detection using the Constant Modulus Algorithm for DS-CDMA Systems (DS-CDMA 시스템 환경에서 Constant Modulus 알고리즘을 이용한 블라인드 다중사용자 검출에 관한 연구)

  • 김대규;우대호;변윤식
    • 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.

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A New Receiver Combining Antenna Array Receiver and Successive Interference Cancelling Multiuser Detector in DS/CDMA Systems (DS/CDMA 시스템에서 안테나 배열 수신기와 연속 간섭 제거 다중 사용자 검출기를 결합한 새로운 수신기)

  • 유성균;곽경섭
    • Journal of Korea Multimedia Society
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    • v.5 no.5
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    • pp.582-589
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    • 2002
  • In this paper, we propose a new method that combines antenna array, which employs any beamforming algorithm, and successive interference cancelling multiuser detector which improves the performance of the receiver and analyse its performance. Antenna away receivers can improve the performance by spatially discriminating among the users and reducing the multiple access interference. But the performance of the receivers degrades when the difference of the direction of arrival of the users are too small. Many interference cancelling multiuser detectors have been suggested for DS/CDMA systems which have low complexity for their performance. In this paper, we show how to mitigate such a degradation by combining successive interference cancelling multiuser detector.

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