• Title/Summary/Keyword: 다중사용자 검출

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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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Joint Detection Technique Effective to Other Cell Interference in the Next Generation Hybrid TD-CDMA Mobile Communication Systems (차세대 복합 시분할 부호분할 이동통신 시스템에서 타 셀 간섭에 효율적인 결합검출 기법)

  • Chang Jin-Weon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.10 no.1
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    • pp.42-48
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    • 2006
  • In this paper a joint detection method for other cell interference cancellation is proposed in the next generation hybrid TD-CDMA mobile communication systems. A joint detection technique, a most characteristic feature of hybrid TD-CDMA mobile communication systems. retrieves users' data in the same time slot simultaneously with the elimination of multiple user interference. Previously a two stage joint detection method was proposed to cancel other cell interference as well as multiple user interference in the target cell. However the previous scheme does not have concrete ways to recognize other cell users who give major interference to the target cell. Thus all users in neighbor other cells has to be jointly detected and it causes huge complexity of the two stage joint detection. In this paper a method is proposed to perform two stage joint detection according to users' interference with the target cell. Performances of the proposed scheme are investigated through simulations and compared to the previous method the proposed method has no performance degradation and also lower the complexity of two stage joint detection significantly.

A User Detection Technique Based on Parallel Orthogonal Matching Pursuit for Large-Scale Random Access Networks (대규모 랜덤 액세스 네트워크에서 병렬 직교매칭퍼슛 기술을 이용한 사용자 검출 기법)

  • Park, Jeonghong;Jung, Bang Chul;Kim, Jinwoo;Kim, Jeong-Pil
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.19 no.6
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    • pp.1313-1320
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    • 2015
  • In this paper, we propose a user detection technique based on parallel orthogonal matching pursuit (POMP) for uplink multi-user random access networks (RANs) with a number of users and receiver antennas. In general RANs, it is difficult to estimate the number of users simultaneously transmitting packets at the receiver because users with data send the data without grant of BS. In this paper, therefore, we modify the original POMP for the RAN and evaluate its performances through extensive computer simulations. Simulation results show that the proposed POMP can effectively detect activated users more than about 2%~8% compared with the conventional OMP in RANs.

Multiple-Hypothesis RAIM Algorithm with an RRAIM Concept (RRAIM 기법을 활용한 다중 가설 사용자 무결성 감시 알고리듬)

  • Yun, Ho;Kee, Changdon
    • 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.

Performance Analysis of Multiuser Detection Scheme for Turbo Encoded DS-CDMA over Rayleigh Fading Channel (레일레이 페이딩 채널에서 터보 부호화 DS-CDMA를 위한 다중 사용자 검출 시스템의 성능 분석)

  • 박재오;이정재
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2000.10a
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    • pp.235-238
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    • 2000
  • In this paper the MUD(Multi-User Detection) schemes and turbo codes are utilized in DS-CDMA mobile communication systems. Theses schemes effectively mitigate the effects of MAI(Multiple Access Interference) and Rayleigh fading. Using Monte Carlo simulation, the performance of the proposed schemes is analyzed for various channel conditions.

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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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Fast Multiuser Detection in CDMA Systems Using Gradient Guided Search (Gradient Guided 탐색을 이용한 고속 CDMA 다중사용자 검출)

  • Choi, Yang-Ho
    • Journal of Industrial Technology
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    • v.24 no.B
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    • pp.143-148
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    • 2004
  • We present a fast algorithm for CDMA (code division multiple access) multiuser detection using the gradient guided search. The fast algorithm calculates the maximum likelihood (ML) metric so efficiently that it needs only O(K) additions in the presence of K users once some initialization is completed. The computational advantages of the fast algorithm over the conventional method are more noticeable as more iterations are required to obtain a suboptimal solution as in the initialization with matched filters.

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Time Constant Control Method for Hopfield Neural Network based Multiuser Detector of Multi-Rate CDMA system (시정수 제어 기법이 적용된 Multi-Rate CDMA 시스템을 위한 Hopfield 신경망 기반 다중 사용자 검출기)

  • 김홍열;장병관;전재춘;황인관
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.28 no.6A
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    • pp.379-385
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    • 2003
  • In this paper, we propose a time constant control method for sieving local minimum problem of the multiuser detector using Hopfield neural network for synchronous multi-rate code division multiple access(CDMA) system in selective fading environments and its performance is compared with that of the parallel interference cancellation(PIC). We also assume that short scrambling codes of 256 chip length are used an uplink, suggest a simple correlation estimation algorithm and circuit complexity reduction method by using cyclostationarity property of short scrambling code.It is verified that multiuser detector using Hopfield neural network more efficiently cancels multiple access interference(MAI) and obtain better bit error rate and near-far resistant than conventional detector.

Blind MOE Interference Canceller for Multicarrier DS-CDMA Systems (다중 반송파 DS-CDMA 시스템을 위한 블라인드 MOE 간섭 제거기)

  • Woo Dae Ho;Byun Youn Shik
    • 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.

Multirate Multicarrier DS/CDMA with 2-Domain Spreading (2차원 확산을 사용하는 다중전송률 MC-DS/CDMA 시스템)

  • Kim, Nam-Sun
    • Journal of Korea Society of Industrial Information Systems
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    • v.16 no.4
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    • pp.27-35
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    • 2011
  • Multicarrier-Direct Sequence/Code Division Multiple Access(MC-DS/ CDMA) which is a combination of Orthogonal Frequency Division Multiplexing(OFDM) and DS/CDMA has been of significant interest as a means to take such advantages as bandwidth efficiency, high bit rate and robustness against multipath fading. In this paper we study a reduced-complexity multiuser detection aided multirate MC-DS/CDMA with time(T)-domain and frequency(F)-domain spreading. The one- dimensional orthogonal variable spreading factor(1D OVSF) code extracted from 2D OVSF code are used as a spreading code in T/F-domain. The proposed system will use code grouping interference cancellation(CGIC) receiver to reduce Multiuser Interference(MUI). The CGIC receiver uses code grouping by the correlation properties of 1D OVSF code and dose not requires the code information and activity of other user. The multiuser detector with CGIC receiver will be analyzed in Time- and Frequency-domain separately(jointly). The system performance is analytically derived in Additive White Gaussian Noise(AWGN) channel and we also compare the system performance between proposed system and T/F spreaded single(multi) rate multiuser MC-DS/CDMA system. In the computer simulation results, the proposed receiver of demonstrated huge performance improvement over conventional matched filter receiver.