• Title/Summary/Keyword: MMSE 검출기

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A Turbo Processing MIMO System with Non-Linear MMSE Detector for High-Speed Wireless Communications (고속 무선 통신을 위한 비선형 MMSE 검출기를 갖는 터보 처리 다중 입출력 시스템)

  • Kang, Byeong-Gwon;Cho, Dong-Kyun
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
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    • v.17 no.12 s.115
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    • pp.1164-1171
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    • 2006
  • In this paper, a simple and nonlinear MMSE detector is derived from the conventional linear MMSE detector to improve the system performance in turbo processing MIMO system and a new turbo processing MIMO system with nonlinear MMSE detector and Gaussian approximation is proposed. In turbo coded turbo processing MIMO system, the proposed system of M=N=4 performs about 0.5 dB better than the conventional system and the proposed system of M=N=8 performs about 0.4 dB better than conventional system at 1 % FER. In addition, the average number of outer iterations of proposed system shows lower than that of conventional system. This is caused by the fact that the nonlinear MMSE detector of proposed system decides soft-outputs of coded bits based on the observation of received signals, so that it can reduce the uncertainty region in estimating the coded bits.

Hybrid Iterative Detection Algorithm for MIMO Systems (다중 안테나 시스템을 위한 Hybrid Iterative 검출 기법)

  • Kim, Sang-Heon;Shin, Myeong-Cheol;Kim, Kyeong-Yeon;Lee, Chung-Yong
    • Journal of the Institute of Electronics Engineers of Korea SP
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    • v.44 no.4 s.316
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    • pp.117-122
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    • 2007
  • For multiple antenna systems, we consider the hybrid iterative detection of the maximum a posteriori probability(MAP) detection and the linear detection such as the minimum-mean-square-error(MMSE) filtering with soft cancelation. We devise methods to obtain both the lower complexity of the linear detection and the superior performance of the MAP detection. Using the a prior probability of the coded bit which is extrinsic of the outer decoder, we compute the threshold of grouping and determine the detection scheme symbol by symbol. Through the simulation results, it is shown that the proposed receiver obtains the superior performance to the MMSE detector and the lower complexity than the MAP detector.

A Study on performance improvement of the Proportional Gain Adaptive MMSE Detector (비례이득 적응형 MMSE 검출기의 성능 개선에 관한 연구)

  • Yoo Dong-Kwan
    • Journal of the Korea Society of Computer and Information
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    • v.11 no.2 s.40
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    • pp.213-221
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    • 2006
  • In this paper, an improved detection method is proposed by supplementing various types of Proportional gam for a MMSE detecter. This method is proposed io complement the shortcomings of the conventional detection method which is used for multiuser detection in STBC(Space-Time Block Code) CDMA system. We analyzed the improved method in bit error probability viewpoint and compared the result with that of the conventional method. In this result, we showed that the Improved method obtains better performance of bit error probability than the conventional method when parameters such as delay, number of user and SNR are increased.

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A Study on performance improvement of MMSE Multi-User Detector (MMSE 다중사용자 검출기의 성능 향상에 관한 연구)

  • Yoo, Dong-Kwan
    • Journal of the Korea Society of Computer and Information
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    • v.12 no.1 s.45
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    • pp.145-154
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    • 2007
  • In this paper, an improved detection method is proposed by supplementing various types of Multi-Path gam for a MMSE Multi-User detecter. This method is proposed to complement the shortcomings of the conventional detection method which is used for multiuser detection in STBC(Space-Time Block Code) CDMA system. We analyzed the improved method in bit error probability viewpoint and compared the result with that of the conventional method. In this result, we showed that the improved method obtains better performance of bit error probability than the conventional method when parameters such as delay, number of user and SNR are changed.

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A Study on the Multi-Path Gain Adaptive MMSE Detector (다중경로 이득 적응형 MMSE 검출기에 관한 연구)

  • 유동관
    • Journal of the Korea Society of Computer and Information
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    • v.9 no.2
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    • pp.89-96
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    • 2004
  • In this paper, an improved method is proposed by supplementing multi-path gain for detection. This method is proposed to complement the shortcomings of the conventional detection method which is used for multiuser detection in STBC(Space-Time Block Code) CDMA system. We analyzed the improved method in bit error probability viewpoint and compared the result with that of the conventional method. From this result, we showed that bit error probability of the improved method is superior to that of the conventional method when the parameters such as delay, number of user and SNR are increased.

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Adaptive MMSE multiuser detector combined with decision-feedback detector for DS-CDMA system (DS-CDMA 시스템을 위한 결정 귀환 검출기와 결합된 적응 최소평균제곱오류 다중사용자 검출기법)

  • 이혜정;이재흥
    • Proceedings of the IEEK Conference
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    • 2002.06a
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    • pp.69-72
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    • 2002
  • In this paper, adaptive minimum mean-squared error (MMSE) multiuser detector combined with decision-feedback detector (DFD) is considered fur near-far resistant DS-CDMA system. To provide a reliable input to the adaptive MMSE detector, multiple-access interference (MAI) is regenerated using bit estimates from DFD and subtracted from the received signal. In the adaptive MMSE detector, the effect of the imperfect cancellation is compensated by a least mean square (LMS) algorithm. Through the numerical results, it is shown that, in a near-far situation, the proposed scheme provides superior performance to the matched filter (MF) receiver, adaptive MMSE detector, and DFD in terms of the bit error rate (BER).

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Simplified MMSE Detection with SoIC for Iterative Receivers in Multiple Antenna Systems (다중 안테나 시스템에서 연 간섭 제거를 이용한 저 복잡도 MMSE 신호 검출 방법)

  • Kim, Jong-Kyung;Seo, Jong-Soo
    • Journal of Advanced Navigation Technology
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    • v.13 no.3
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    • pp.385-392
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    • 2009
  • Simplified minimum mean square error (MMSE) detection technique combined with soft interference cancellation(SoIC) is proposed for iterative receivers in multiple antenna systems. To avoid repeated matrix inversions required to obtain the MMSE filter coefficients during the iteration between the soft detector and decoder, simplified matrix inversion techniques are applied to calculate the filter coefficient matrix. Simulation results show that the proposed MMSE detections with SoIC indicate a comparable or slightly degraded detection performance while achieving a significantly reduced complexity as compared to the conventional MMSE detection with SoIC.

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A Study on the performance improvement of Multi-Path Gain in a MMSE Detector (MMSE 검출기에서 다중경로 이득 개선에 관한 연구)

  • Yoo Dong-Kwan
    • Journal of the Korea Society of Computer and Information
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    • v.10 no.2 s.34
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    • pp.153-158
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    • 2005
  • In this paper, an improved detection method is Proposed by supplementing multi-path gain for a MMSE detecter. This method is Proposed to complement the shortcomings of the conventional detection method which is used for multiuser detection in STBC CDMA system. We analyzed the improved method in bit error Probability viewpoint and compared the result with that of the conventional method In this result, we showed that the improved method obtains better performance of bit error probability than the conventional method when parameters such as delay, number of user and SNR are increased.

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Low Complexity ML Detection Based on Linear Detectors in MIMO Systems (MIMO시스템에서 저 복잡도 선형 ML검출 기법)

  • Niyizamwiyitira, Christine;Kang, Chul-Gyu;Oh, Chang-Heon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.13 no.11
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    • pp.2405-2411
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    • 2009
  • MMSE, ZF and ML are the decoding mechanisms for V-BLAST system, and ML shows the best performance decoding the original signal among them. However, it has a problem that the computation complexity is increased exponentially according to the number of transmit antennas and transmit degrees. In this paper, we propose a low complexity linear ML detection algorithm having low computation complexity, then analyze the system performance in BER and computation complexity comparing with other algorithms. In the simulation, the BER performance of the proposed algorithm is superior than ZF and MMSE detection algorithms, and similar to ML detection algorithm. However, its computation complexity was 50% less than ML algorithm. From the results, we confirm that the proposed algorithm is superior than other ML detection algorithms.

Performance Analysis of Multiuser Detector for Synchronous and Asynchronous CDMA (동기 및 비동기 CDMA를 위한 다중 사용자 검출기의 성능 해석)

  • 박미선;장은영;김영민;변건식
    • Proceedings of the Korea Institute of Convergence Signal Processing
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    • 2003.06a
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    • pp.222-225
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    • 2003
  • 다중 사용자 검출은 CDMA 시스템에서 가장 큰 문제인 원관 문제를 해결해 주는 하나의 방법이다. 동기식 다중 사용자 검출기는 크게 선형과 비선형으로 나누어지며, 선형 검출기에는 역상관기, MMSE 검출기, LMS 검출기, RLS 검출기가 있다. 비선형 검출기에는 SIC, PIC, DFD등이 있으며, 본 논문에서는 동기식 선형 및 비선형 다중 사용자 검출기와 비동기식 다중 사용자 검출기의 특성과 성능을 비교 평가하고, 학습 계열이 필요 없는 블라인드 다중 사용자 검출기를 위의 검출기 성능과 비교 평가함으로서 학습 계열을 이용할 수 없는 상황에서 같은 성능으로 블라인드 다중 사용자 검출기를 사용 할 수 있음을 확인하였다.

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