• Title/Summary/Keyword: channel equalization

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A Computationally Efficient Sphere Decoding Algorithm with Smart Radius Control (스마트 반지름 제어를 사용한 효율적인 구복호 알고리즘)

  • Han, Hee-Goo;Oh, Seong-Keun
    • Proceedings of the IEEK Conference
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    • 2005.11a
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    • pp.93-96
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    • 2005
  • We propose a computationally efficient sphere decoding (SD) algorithm with smart radius control (SRC). As a baseline algorithm for SD, we consider the modified Schnorr-Euchner (SE) algorithm [1] (hereafter, called as the MSE algorithm). In principle, the radius after zero-forcing decision feedback equalization (ZF-DFE) estimation can be reduced further if we select a new lattice vector closer to the received signal vector than the lattice vector corresponding to the ZF-DFE estimate does. In our case, we obtain such a better lattice vector by performing a sequence of alternating one-dimensional searches, starting from the ZF-DFE estimate. We then develop a novel SRC algorithm that adopts adaptively the additional radius reduction process according to the estimated signal-to-noise-power ratio (SNR) after ZF-DFE estimation. In addition, we analyze the effect of detection ordering on the complexity for SD. Column-norm ordering of the channel matrix and optimal ordering [1] are considered here. From our analyses, we see that SRC can reduce greatly the complexity for SD and the degree of complexity reduction gets significant as the SNR decreases, irrespective of detection ordering schemes used.

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A Study on LMMSE Receiver for Single Stream HSDPA MIMO Systems using Precoding Weights (Single Stream HSDPA MIMO 시스템에서 Precoding Weight 적용에 따른 LMMSE 수신기 성능 고찰)

  • Joo, Jung Suk
    • Journal of the Institute of Electronics and Information Engineers
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    • v.50 no.4
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    • pp.3-8
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    • 2013
  • In CDMA-based systems, recently, researches on chip-level equalization have been studied in order to improve receiving performance when supporting high-rate data services. In this paper, we consider a chip-level LMMSE (linear minimum mean-squared error) receiver for D-TxAA (dual stream transmit antenna array) based single stream HSDPA MIMO systems using precoding weights. First, we will derive precoding weights for maximizing the total instantaneous received power. We will also analyze the effects of both transmit delay of precoding weights and mobile velocity on chip-level LMMSE receivers, which is verified through computer simulations in various mobile channel environments.

Design of Equalizer using Fussy Stochastic Gradient Algorithm (퍼지 확률 기울기 알고리즘을 이용한 등화기 설계)

  • Park, Hyoung-Keun;Ra, Yoo-Chan
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.9 no.1
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    • pp.152-159
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    • 2005
  • For high-speed data communication in band-limited channels, main of the bit error are fading and ISI(Inter-Symbol Interference). The common way of dealing with ISI is using equalization in the receiver. In this thesis, channel adaptive equalizer which uses Fuzzy Stochastic Gradient(FSG) and Constant Modulus Algorithm(CMA) is nonlinear equalizer, or Blind equalizer, that works directly on the signals with no training sequences required. This equalizer employs Takagi-Sugeno's fuzzy model that uses the FSG algorithm, to automatically regulate the step size of the descent gradient vector, combining fast convergence rate and low mean square error(MSE), and the CMA which is a special case of Godard's algorithm, to having multiple dispersion constants($R_p$).

Development of Monitoring Equipment for E-DMBR (등화형 T-DMB 동일채널 중계기 성능 검증을 위한 계측 기능 개발)

  • Park, So-Ra;Lee, Yong-Hoon;Kim, Geon;Bae, Byung-Jun;Lee, Yong-Tae;Song, Yun-Jeong
    • Proceedings of the Korean Society of Broadcast Engineers Conference
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    • 2009.11a
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    • pp.7-10
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    • 2009
  • 지상파디지털멀티미디어방송(Terrestrial-Digital Multimedia Broadcasting: T-DMB) 시스템 수신기는 이동 환경에서 방송신호의 원활한 수신을 요구한다. 따라서, 일정 레벨 이상의 전계강도와 단일 주파수 망(Single Frequency Network: SFN) 구축을 반드시 요구하게 된다. 본 논문에서는 단일 주파수 망을 통해 T-DMB 신호를 서비스하기 위해 설치하고 있는 등화형 T-DMB 동일채널 중계기(Equalization-Digital Multimedia Broadcasting On-Channel Repeater, E-DMBR)의 성능 및 신호 품질을 측정하기 위한 T-DMB RF 신호 모니터링 장비(T-DMB Monitoring System : DMR)에 대한 요구사항을 고찰하고, 그러한 요구사항을 만족하기 위한 모니터링 장비의 구조 및 구현 방법을 제안하며, 이를 이용한 개발 사례에 대한 결과를 보인다.

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Decision Feedback Equalization Receiver for DS-CDMA with Turbo Coded Systems

  • Chompoo, T.;Benjangkaprasert, C.;Sangaroon, O.;Janchitrapongvej, K.
    • 제어로봇시스템학회:학술대회논문집
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    • 2005.06a
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    • pp.1132-1136
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    • 2005
  • In this paper, adaptive equalizer receiver for a turbo code direct sequence code division multiple access (DSCDMA) by using least mean square (LMS) adaptive algorithm is presented. The proposed adaptive equalizer is using soft output of decision feedback adaptive equalizer (DFE) to examines the output of the equalizer and the Log- maximum a posteriori (Log-MAP) algorithm for the turbo decoding process of the system. The objective of the proposed equalizer is to minimize the bit error rate (BER) of the data due to the disturbances of noise and intersymbol interference (ISI)phenomenon on the channel of the DS-CDMA digital communication system. The computer program simulation results shown that the proposed soft output decision feedback adaptive equalizer provides a good BER than the others one such as conventional adaptive equalizer, infinite impulse response adaptive equalizer.

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Optimum Selection of Equalizer Taps Losing Noise Power Estimation (잡음 전력 추정을 이용한 등화기 탭의 최적 선택 방법)

  • 성원진;신동준
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.26 no.12A
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    • pp.1971-1977
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    • 2001
  • Multipath Rayleigh fading channels for mobile radio transmission can be represented by the linear filter model, and depending on the delay path characteristics, only a selected number of taps may have significance in the receiver structure design. By using tap-selective equalization, reduction in both processing complexity and power consumption can be obtained. In this paper, we present an optimal tap selection method for a given channel model, and demonstrate the performance improvement over an existing method. We show the method performs the CFAR (Constant False Alarm Rate) detection when the noise power information is available, and derive exact expressions of the error probability for the case of noise power estimation. Using the derived formulas and simulation results, it is demonstrated that the error probability quickly approaches to the optimal performance as the number samples used for the noise power estimation increases.

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Low Complexity MMSE with Successive Interference Cancellation for OFDM Systems over Time-selective Channels (시변 채널 환경에서 OFDM 시스템을 위한 복잡도가 감소된 MMSE-SIC 등화기법)

  • Park, Ji-Hyun;Hwang, Seung-Hoon;Whang, Keum-Chan
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.33 no.7A
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    • pp.743-750
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    • 2008
  • Orthogonal frequency division multiplexing (OFDM) is a attractive modulation scheme for high data rate transmission in frequency-selective channels. However, the time selectivity of wireless channel introduces intercarrier interference (ICI), and consequently degrades system performance. In this paper, we first propose a novel recursive algorithm for minimum mean squared error (MMSE) with successive interference cancellation (SIC). The proposed algorithm can significantly reduce the complexity of the MMSE-SIC scheme and achieve the same performance when optimal ordering is known. Also, the further reduced scheme of the proposed algorithm can be developed based on ICI properties, while preserving performance.

An Alternating Equalizer with Differential Adjustment Based on Symbol Decisions by Soft/Hard Decision (연/경판정에 의한 심벌 판정 기반의 차등 조정 교번 등화기)

  • Oh, Kil-Nam
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.13 no.5
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    • pp.2347-2352
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    • 2012
  • In this paper, a new alternating equalizer and its differential adjustment algorithm are proposed. The proposed alternating equalizer achieves equalization effectively using an algorithm performing symbol decisions based on soft/hard decision. In addition, it is possible to improve the initial blind convergence speed and steady-state error performance simultaneously by adjusting the equalizer differentially according to the relative reliability of the symbol decisions by soft/hard decision devices. The simulation results on 16/64-QAM constellations under multipath propagation channel and additive noise conditions confirmed to support usefulness of the proposed method.

A Study on the Improvement of Normalized Channel Equalization for the Asynchronous DS-CDMA System (비동기 DS-CDMA 시스템에서 정규화된 채널 등화 개선에 관한 연구)

  • 박노진;강철호
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.26 no.6B
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    • pp.736-745
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    • 2001
  • 차세대 이동통신 시스템은 고속의 멀티미디어 데이터의 신뢰성 있는 전송을 요구하고 다양한 전파환경에서 신뢰성 있는 음성, 데이터, 영상서비스 등의 다양한 서비스를 제공한다. 하지만 광대역 무선 접속을 지원하는 다중 접속 기술은 DS-CDMA(Direct Sequence Code Division Multiple Access) 시스템에서 시스템 성능을 저하시키는 심벌간 간섭(ISI) 혹은 다중접속간섭(MAI) 신호를 발생시킨다. 이러한 간섭 신호를 개선하기 위해 적응 블라인드 등화 방식을 사용하는데 적응 블라인드 등화 방식 중에서도 가장 많이 이용하는 Constant Modulus Algorithm(CMA)을 적절한 초기화 없이 사용하면 ill-convergence 현상이 나타난다. 본 논문에서는 채널의 효율을 높이기 위한 등화 방식으로 기존의 NCMA 알고리듬을 이용한 새로운 블라인드 등화 방식(Modified NCMA)을 제안하고, 이를 비동기 DS-CDMA 시스템의 다중 사용자 환경에서 컴퓨터 모의 실험 및 성능분석을 하였다. 제안한 등화 방식의 자승오차(SE : Squared Error)의 개선은 spreading gain 31과 127에 대해 cell 내의 사용자가 10명일 때 약 17dB 정도이고, 사용자가 15, 25명으로 증가시킴에 따라 자승오차의 개선은 각각 20dB, 15dB 정도로 전체 평균 자승오차는 약 17.3dB 정도로 개선됨을 확인할 수 있었다.

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Doppler Frequency Estimation Robust to Synchronization Error and Noise in FMT Systems (FMT 시스템에서 동기 오차와 잡음에 강인한 도플러 주파수 추정 기법)

  • Yeom, Jae-Heung;Jo, Yeong-Hun
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.35 no.6C
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    • pp.572-579
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    • 2010
  • Filtered multi-tone (FMT) is a form of multicarrier modulation utilizing frequency-domain equalization efficient in multi-path fading channels. Doppler frequency information can be employed for channel estimation and link adaptation to improve the performance. However, most previous studies have concentrated on the orthogonal frequency division multiplexing (OFDM) instead of FMT. Moreover, they have not considered the synchronization error that can commonly occur in practical systems. In this paper, we propose Doppler frequency estimation scheme that is effective in FMT systems with residual synchronization error and high noise levels.