• 제목/요약/키워드: Iterative decoding and detection

검색결과 30건 처리시간 0.027초

Joint Processing of Zero-Forcing Detection and MAP Decoding for a MIMO-OFDM System

  • Sohn, In-Soo;Ahn, Jae-Young
    • ETRI Journal
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    • 제26권5호
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    • pp.384-390
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    • 2004
  • We propose a new bandwidth-efficient technique that achieves high data rates over a wideband wireless channel. This new scheme is targeted for a multiple-input multiple- output orthogonal frequency-division multiplexing (MIMO-OFDM) system that achieves transmit diversity through a space frequency block code and capacity enhancement through the iterative joint processing of zero-forcing detection and maximum a posteriori (MAP) decoding. Furthermore, the proposed scheme is compared to the coded Bell Labs Layered Space-Time OFDM (BLAST-OFDM) scheme.

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EXIT 차트분석을 이용한 SC-MMSE기반 반복수신기의 성능 증대 (Improving Iterative Detection and Decoding Based on SC-MMSE with EXIT Analysis)

  • 남준영;김성락;정현규
    • 정보와 통신
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    • 제24권12호
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    • pp.14-21
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    • 2007
  • This paper aims to improve the design of iterative detection and decoding(IDD) based on the soft interference cancellation with minimum mean squared error(SC-MMSE) detector, which shows low performance compared to the maximum a posteriori(MAP) detector. By means of extrinsic information transfer(EXIT) chart analysis, such low performance may be attributed to that the "pure"(original) turbo principle is not always best for IDD. Thus, we propose a new IDD architecture based on the SC-MMSE detector which uses new a priori information. Simulation results show that the performance of the proposed IDD is very close to that of IDD based on the MAP detector.

W-CDMA 시스템에서 터보 부호의 새로운 복호지연 감소방식에 관한 연구 (A Study on the New Delay Stopping Criterion of Turbo Code in W-CDMA System)

  • 박노진;신명식
    • 정보통신설비학회논문지
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    • 제8권4호
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    • pp.207-215
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    • 2009
  • In recent digital communication systems, the performance of Turbo Code used as the error correction coding method depends on the interleaver size influencing the free distance determination and iterative decoding algorithms of the turbo decoder. However, some iterations are needed to get a better performance, but these processes require large time delay. Recently, methods of reducing the number of iteration have been studied without degrading original performance. In this paper, the new method combining ME (Mean Estimate) stopping criterion with SDR (sign difference ratio) stopping criterion of previous stopping criteria is proposed, and the fact of compensating each method's missed detection is verified Faster decoding realizes that reducing the number of iterative decoding about 1~2 times by adopting our proposed method into serially concatenation of both decoder. System Environments were assumed DS-CDMA forward link system with intense MAI (multiple access interference).

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저연산 연판정 기반의 다중 안테나 반복검출 기법 (Iterative MIMO Reception Based on Low Complexity Soft Detection)

  • 신상식;최지웅
    • 전자공학회논문지
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    • 제50권8호
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    • pp.61-66
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    • 2013
  • 본 논문에서는 채널부호화 다중 안테나 시스템에서 공간다중화 전송된 신호들을 효과적으로 복조하기 위한 저연산 연판정 복조 다중 안테나 반복검출 기법을 제시한다. 반복 검출기법의 경우 우수한 성능에도 불구하고 연산량의 복잡성으로 수신단에 높은 복잡도를 요청하게 된다. 이러한 복잡도 감소를 위해 차원감소 소프트 검출 기법 (DRSD)과 모든 순서 순차적 간섭 제거(AOSIC) 기법을 사용한다. 이 기법의 경우 기존 기법들에 비해 반복검출 기법의 연산량의 복잡성을 줄일 수 있으며 향상된 성능을 얻을 수 있다.

효율적인 리스트 구복호기 검출방식을 위한 구반경의 최적화에 관한 연구 (Radius optimization for efficient list sphere decoding)

  • 이재석;이병주;심병효
    • 한국방송∙미디어공학회:학술대회논문집
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    • 한국방송공학회 2010년도 하계학술대회
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    • pp.46-49
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    • 2010
  • 최근의 iterative detection and decoding (IDD) 기법에서의 soft 복호화방식은, log-likelihood ratio (LLR) 값의 신뢰도를 높이기 위해 기존의 구복호화 (sphere decoding) 방식보다는 리스트를 형성하는 구복호화방식 (list sphere decoding : LSD)이 대두되고 있다. 기존의 구복호화 방식과는 달리 리스트 구복호화 방식은 그 성능의 우수함에도 불구하고, 여러 격자 포인트들을 검출해야 하므로 신호대잡음비 (signal-to-noise ratio : SNR) 의 증가에 따른 복잡도의 이득을 거의 취할 수 없을 뿐만 아니라, 무엇보다 신뢰도가 높은 LLR 값을 얻는 데에 영향이 작은 포인트를 검출하는 경우도 생긴다는 점에서 비효율적인 측면이 있다. 이에 본 논문에서는 리스트 구복호화 검출방식의 효율성을 높이기 위해 LLR 값에 적은 영향을 미치는 격자 포인트들을 제거하는 방식에 대해 연구하였다. 본 연구의 목표는 MIMO 시스템에서의 기존의 리스트 구복호화 기법의 capacity와 실제 성능과 최대한 유사한 성능을 내면서도 그 복잡도를 현저히 줄이는 것이며, 구체적으로는 검출을 위한 초기 구반경의 최적화를 기반으로 한다.

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부호화된 MIMO 시스템에서 연판정 채널 이득값의 계산 (Estimation of soft decision channel gain for coded MIMO system)

  • 김영민;상평평;김수영
    • 한국통신학회논문지
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    • 제36권6A호
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    • pp.577-586
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    • 2011
  • 현대 디지털 통신 시스템에서는 여러 가지 열화 조건을 극복하기 위하여 거의 모든 시스템에서 오류정정 부호를 사용하며, 최근에는 반복적인 복호 기법으로 우수한 복호 성능 도출이 가능한 터보부호나 저밀도 패리티 검사부호 등을 사용하는 시스템이 늘고 있는 추세이다. 특히 반복적인 복호 방법으로 성능을 향상 시키는 부호를 다중안테나 시스템에서 사용하기 위해서는 수신단에서 송선 신호를 검출할 때 연판정된 채널 이득값의 계산이 필수적으로 요구된다. 본 논문에서는 반복 복호 기법을 사용하는 다중안테나 시스템에서 효과적으로 연판정 값을 검출하는 방법에 대해 살펴보고, 여러 가지 MIMO 검출 방법에 대하여 그 유도 과정을 제시한다. 또한, 유도된 연판정 검출 방법에 대한 시뮬레이션 결과를 제시하여, 제안된 방식이 적은 복잡도로 우수한 성능을 얻을 수 있음을 보인다.

ML Symbol Detection for MIMO Systems in the Presence of Channel Estimation Errors

  • Yoo, Namsik;Back, Jong-Hyen;Choi, Hyeon-Yeong;Lee, Kyungchun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제10권11호
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    • pp.5305-5321
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    • 2016
  • In wireless communication, the multiple-input multiple-output (MIMO) system is a well-known approach to improve the reliability as well as the data rate. In MIMO systems, channel state information (CSI) is typically required at the receiver to detect transmitted signals; however, in practical systems, the CSI is imperfect and contains errors, which affect the overall system performance. In this paper, we propose a novel maximum likelihood (ML) scheme for MIMO systems that is robust to the CSI errors. We apply an optimization method to estimate an instantaneous covariance matrix of the CSI errors in order to improve the detection performance. Furthermore, we propose the employment of the list sphere decoding (LSD) scheme to reduce the computational complexity, which is capable of efficiently finding a reduced set of the candidate symbol vectors for the computation of the covariance matrix of the CSI errors. An iterative detection scheme is also proposed to further improve the detection performance.

위성 통신에서의 반복 복호 기법 (Iterative Decoding far a Satellite Broadcasting Channel)

  • 이재선;박재성;이병무;김진영
    • 한국정보통신설비학회:학술대회논문집
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    • 한국정보통신설비학회 2009년도 정보통신설비 학술대회
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    • pp.309-313
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    • 2009
  • In this paper, the network performance of a turbo coded optical code division multiple access (CDMA) system with cross-layer, which is between physical and network layers, concept is analyzed and simulated. We consider physical and MAC layers in a cross-layer concept. An intensity-modulated/direct-detection (IM/DD) optical system employing pulse position modulation (PPM) for satellite broadcasting communications is considered. In order to increase the system performance, turbo codes composed of parallel concatenated convolutional codes (PCCCs) is utilized. The network performance is evaluated in terms of bit error probability (BEP). From the simulation results, it is demonstrated that turbo coding offers considerable coding gain with reasonable encoding and decoding complexity. Also, it is confirmed that the performance of such an optical CDMA network can be substantially improved by increasing the interleaver length and the number of iterations in the decoding process. The results of this paper can be applied to implement the satellite broadcasting communications.

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Efficient LDPC-Based, Threaded Layered Space-Time-Frequency System with Iterative Receiver

  • Hu, Junfeng;Zhang, Hailin;Yang, Yuan
    • ETRI Journal
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    • 제30권6호
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    • pp.807-817
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    • 2008
  • We present a low-density parity-check (LDPC)-based, threaded layered space-time-frequency system with emphasis on the iterative receiver design. First, the unbiased minimum mean-squared-error iterative-tree-search (U-MMSE-ITS) detector, which is known to be one of the most efficient multi-input multi-output (MIMO) detectors available, is improved by augmentation of the partial-length paths and by the addition of one-bit complement sequences. Compared with the U-MMSE-ITS detector, the improved detector provides better detection performance with lower complexity. Furthermore, the improved detector is robust to arbitrary MIMO channels and to any antenna configurations. Second, based on the structure of the iterative receiver, we present a low-complexity belief-propagation (BP) decoding algorithm for LDPC-codes. This BP decoder not only has low computing complexity but also converges very fast (5 iterations is sufficient). With the efficient receiver employing the improved detector and the low-complexity BP decoder, the proposed system is a promising solution to high-data-rate transmission over selective-fading channels.

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An Algorithm for Iterative Detection and Decoding MIMO-OFDM HARQ with Antenna Scheduling

  • Kim, Kyoo-Hyun;Kang, Seung-Won;Mohaisen, Manar;Chang, Kyung-Hi
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제2권4호
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    • pp.194-208
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    • 2008
  • In this paper, a multiple-input-multiple-output (MIMO) hybrid-automatic repeat request (HARQ) algorithm with antenna scheduling is proposed. It retransmits the packet using scheduled transmit antennas according to the state of the communication link, instead of retransmitting the packet via the same antennas. As a result, a combination of conventional HARQ systems, viz. chase combining (CC) and incremental redundancy (IR) are used to achieve better performance and lower redundancy. The proposed MIMO-OFDM HARQ system with antenna scheduling is shown to be superior to conventional MIMO HARQ systems, due to its spatial diversity gain.