• 제목/요약/키워드: Zero forcing

검색결과 178건 처리시간 0.025초

Computationally-Efficient Algorithms for Multiuser Detection in Short Code Wideband CDMA TDD Systems

  • De, Parthapratim
    • Journal of Communications and Networks
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    • 제18권1호
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    • pp.27-39
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    • 2016
  • This paper derives and analyzes a novel block fast Fourier transform (FFT) based joint detection algorithm. The paper compares the performance and complexity of the novel block-FFT based joint detector to that of the Cholesky based joint detector and single user detection algorithms. The novel algorithm can operate at chip rate sampling, as well as higher sampling rates. For the performance/complexity analysis, the time division duplex (TDD) mode of a wideband code division multiplex access (WCDMA) is considered. The results indicate that the performance of the fast FFT based joint detector is comparable to that of the Cholesky based joint detector, and much superior to that of single user detection algorithms. On the other hand, the complexity of the fast FFT based joint detector is significantly lower than that of the Cholesky based joint detector and less than that of the single user detection algorithms. For the Cholesky based joint detector, the approximate Cholesky decomposition is applied. Moreover, the novel method can also be applied to any generic multiple-input-multiple-output (MIMO) system.

선택적 결합 기법을 활용하여 순차적 역컨벌루션과 단일반송파 수신기를 하이브리드하게 사용한 단일반송파 시스템 성능 향상에 관한 연구 (A Study on Performance Enhancement of Selection Combined Hybrid Sequential Deconvolution and SC-FDE for Single Carrier System)

  • 정혁구
    • 한국통신학회논문지
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    • 제37권5A호
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    • pp.305-310
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    • 2012
  • 이 논문은 단일 반송파 시스템에 적용 가능한 특히 순차적 역컨벌루션 기법과 단일 반송파 변조를 하이브리드하게 사용한 송수신 기법에 선택적 결합 기법을 활용하여 성능을 향상시킨 알고리즘을 제안한다. 선택적 결합 알고리즘은 안테나 공간 다이버시티 효과를 갖는 알고리즘으로서 수신기 입장에서 좋은 채널을 선택할 수 있다는 장점이 있고 이것을 활용할 경우 수신기 입장에서는 안테나 개수만 증가하고 기저대역은 종래의 수신기와 동일한 구조를 유지할 수 있다는 장점이 있다. 제안하는 알고리즘은 종래의 주파수 영역 등화기를 사용한 단일 반송파 전송 알고리즘과 비교하여 성능향상이 우수한 것으로 나타났다.

Efficiency Improvement of the Fixed-complexity Sphere Decoder

  • Mohaisen, Manar;Chang, Kyung-Hi
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제5권2호
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    • pp.330-343
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    • 2011
  • In this paper, we propose two schemes to reduce the complexity of fixed-complexity sphere decoder (FSD) algorithm in the ordering and tree-search stages, respectively, while achieving quasi-ML performance. In the ordering stage, we propose a QR-decomposition-based FSD signal ordering based on the zero-forcing criterion (FSD-ZF-SQRD) that requires only a few number of additional complex flops compared to the unsorted QRD. Also, the proposed ordering algorithm is extended using the minimum mean square error (MMSE) criterion to achieve better performance. In the tree-search stage, we introduce a threshold-based complexity reduction approach for the FSD depending on the reliability of the signal with the largest noise amplification. Numerical results show that in $8{\times}8$ MIMO system, the proposed FSD-ZF-SQRD and FSD-MMSE-SQRD only require 19.5% and 26.3% of the computational efforts required by Hassibi’s scheme, respectively. Moreover, a third threshold vector is outlined which can be used for high order modulation schemes. In $4{\times}4$ MIMO system using 16-QAM and 64-QAM, simulation results show that when the proposed threshold-based approach is employed, FSD requires only 62.86% and 53.67% of its full complexity, respectively.

Joint Detection Method for Non-orthogonal Multiple Access System Based on Linear Precoding and Serial Interference Cancellation

  • Li, Jianpo;Wang, Qiwei
    • Journal of Information Processing Systems
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    • 제17권5호
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    • pp.933-946
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    • 2021
  • In the non-orthogonal multiple access (NOMA) system, multiple user signals on the single carrier are superimposed in a non-orthogonal manner, which results in the interference between non-orthogonal users and noise interference in the channel. To solve this problem, an improved algorithm combining regularized zero-forcing (RZF) precoding with minimum mean square error-serial interference cancellation (MMSE-SIC) detection is proposed. The algorithm uses RZF precoding combined with successive over-relaxation (SOR) method at the base station to preprocess the source signal, which can balance the effects of non-orthogonal inter-user interference and noise interference, and generate a precoded signal suitable for transmission in the channel. At the receiver, the MMSE-SIC detection algorithm is used to further eliminate the interference in the signal for the received superimposed signal, and reduce the calculation complexity through the QR decomposition of the matrix. The simulation results show that the proposed joint detection algorithm has good applicability to eliminate the interference of non-orthogonal users, and it has low complexity and fast convergence speed. Compared with other traditional method, the improved method has lower error rate under different signal-to-interference and noise ratio (SINR).

MU-MIMO를 위한 동적 Pre-coding을 적용한 TDD LTE-Advanced 테스트베드의 구현 (Implementation of TDD LTE-Advanced Testbed adopted Dynamic Pre-coding for MU-MIMO)

  • 한상욱;이정혁;최승원
    • 디지털산업정보학회논문지
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    • 제18권2호
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    • pp.27-37
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    • 2022
  • In this paper, we presents a Multiple User Multiple Input Multiple Output (MU-MIMO) test-bed system for Time Division Duplex (TDD) Long Term Evolution-Advanced (LTE-A). Using two parameters, the condition number of the channel matrix and the path gain, the MU-MIMO system could switch pre-coder to maintain target Bit Error Rate (BER) level. This paper also introduces a calibration procedure for compensating error of Radio Frequency (RF) paths of the antennas and RF transceivers. From experimental measurements, dynamic pre-coding scheme could maintain target BER, set to 10-3, with the pre-coder set configured with Zero Forcing (ZF), Tomlinson Harashima Pre-coding (THP), Lattice Reduction (LR). The simplest pre-coder ZF is adopted in stable channel, and when path gain become less than 0.25, LR is adopted. Lastly, when condition number of channel matrix become larger than 7, THP is adopted.

Observational Evidence of Giant Cloud Condensation Nucleus Effects on the Precipitation Sensitivity in Marine Stratocumulus Clouds

  • Jung, Eunsil
    • 한국지구과학회지
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    • 제43권4호
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    • pp.498-510
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    • 2022
  • Cloud-aerosol interactions are one of the paramount but least understood forcing factors in climate systems. Generally, an increase in the concentration of aerosols increases the concentration of cloud droplet numbers, implying that clouds tend to persist for longer than usual, suppressing precipitation in the warm boundary layer. The cloud lifetime effect has been the center of discussion in the scientific community, partly because of the lack of cloud life cycle observations and partly because of cloud problems. In this study, the precipitation susceptibility (So) matrix was employed to estimate the aerosols' effect on precipitation, while the non-aerosol effect is minimized. The So was calculated for the typical coupled, well-mixed maritime stratocumulus decks and giant cloud condensation nucleus (GCCN) seeded clouds. The GCCN-artificially introduced to the marine stratocumulus cloud decks-is shown to initiate precipitation and reduces So to approximately zero, demonstrating the cloud lifetime hypothesis. The results suggest that the response of precipitation to changes in GCCN must be considered for accurate prediction of aerosol-cloud-precipitation interaction by model studies

Orthogonal variable spreading factor encoded unmanned aerial vehicle-assisted nonorthogonal multiple access system with hybrid physical layer security

  • Omor Faruk;Joarder Jafor Sadiqu;Kanapathippillai Cumanan;Shaikh Enayet Ullah
    • ETRI Journal
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    • 제45권2호
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    • pp.213-225
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    • 2023
  • Physical layer security (PLS) can improve the security of both terrestrial and nonterrestrial wireless communication networks. This study proposes a simplified framework for nonterrestrial cyclic prefixed orthogonal variable spreading factor (OVSF)-encoded multiple-input and multiple-output nonorthogonal multiple access (NOMA) systems to ensure complete network security. Various useful methods are implemented, where both improved sine map and multiple parameter-weighted-type fractional Fourier transform encryption schemes are combined to investigate the effects of hybrid PLS. In addition, OVSF coding with power domain NOMA for multi-user interference reduction and peak-toaverage power ratio (PAPR) reduction is introduced. The performance of $\frac{1}{2}$-rated convolutional, turbo, and repeat and accumulate channel coding with regularized zero-forcing signal detection for forward error correction and improved bit error rate (BER) are also investigated. Simulation results ratify the pertinence of the proposed system in terms of PLS and BER performance improvement with reasonable PAPR.

Thermal-hydraulic 0D/3D coupling in OpenFOAM: Validation and application in nuclear installations

  • Santiago F. Corzo ;Dario M. Godino ;Alirio J. Sarache Pina;Norberto M. Nigro ;Damian E. Ramajo
    • Nuclear Engineering and Technology
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    • 제55권5호
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    • pp.1911-1923
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    • 2023
  • The nuclear safety assessment involving large transient simulations is forcing the community to develop methods for coupling thermal-hydraulics and neutronic codes and three-dimensional (3D) Computational Fluid Dynamics (CFD) codes. In this paper a set of dynamic boundary conditions are implemented in OpenFOAM in order to apply zero-dimensional (0D) approaches coupling with 3D thermal-hydraulic simulation in a single framework. This boundary conditions are applied to model pipelines, tanks, pumps, and heat exchangers. On a first stage, four tests are perform in order to assess the implementations. The results are compared with experimental data, full 3D CFD, and system code simulations, finding a general good agreement. The semi-implicit implementation nature of these boundary conditions has shown robustness and accuracy for large time steps. Finally, an application case, consisting of a simplified open pool with a cooling external circuit is solved to remark the capability of the tool to simulate thermal hydraulic systems commonly found in nuclear installations.

Low complexity ordered successive interference cancelation detection algorithm for uplink MIMO SC-FDMA system

  • Nalamani G. Praveena;Kandasamy Selvaraj;David Judson;Mahalingam Anandaraj
    • ETRI Journal
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    • 제45권5호
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    • pp.899-909
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    • 2023
  • In mobile communication, the most exploratory technology of fifth generation is massive multiple input multiple output (MIMO). The minimum mean square error and zero forcing based linear detectors are used in multiuser detection for MIMO single-carrier frequency division multiple access (SCFDMA). When the received signal is detected and regularization sequence is joined in the equalization of spectral null amplification, these schemes experience an error performance and the signal detection assesses an inversion of a matrix computation that grows into complexity. Ordered successive interference cancelation (OSIC) detection is considered for MIMO SC-FDMA, which uses a posteriori information to eradicate these problems in a realistic environment. To cancel the interference, sorting is preferred based on signal-to-noise ratio and log-likelihood ratio. The distinctiveness of the methodology is to predict the symbol with the lowest error probability. The proposed work is compared with the existing methods, and simulation results prove that the defined algorithm outperforms conventional detection methods and accomplishes better performance with lower complication.

섹터모드의 로스비하우어비츠 파동과 균형을 이루는 고도장 (Geopotentinl Field in Nonlinear Balance with the Sectoral Mode of Rossby-Haurwitz Wave on the Inclined Rotation Axis)

  • 정형빈;박자린
    • 한국지구과학회지
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    • 제28권7호
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    • pp.936-946
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    • 2007
  • 기울어진 자전축을 갖는 회전계에서, 일정한 각속도로 회전하는 동서풍이 있는 경우에 대해서 로스비하우어비츠 파동의 섹터모드(적도에 대한 반구 비대칭의 첫 번째 모드)와 균형을 이루는 지위고도장을 해석적으로 유도하였다. 균형장은 발산방정식으로부터 시간변화를 제거하고 라플라시안 연산자를 역산함으로써 구하였다. 역산은 비선형항의 계산과 포이슨 방정식의 해를 구하는 두 단계의 연산과정으로 이루어져 있다. 두 번째 단계에서, 구면조화함수로 표현되는 강제력의 항은 구면조화함수의 선형관계를 이용하였고, 그 이외의 항은 구면조화함수를 적분함으로써 구하였다. 균형장은 여섯 개의 동서파수 성분으로 표현됨이 드러났다. 본 연구에서 구한 균형장은 적도에 대하여 비대칭의 구조를 가지기 때문에, 대칭의 구조만을 가지는 것에 비하여 미분방정식의 수치해의 검종법으로서의 활용도가 높다. 일정한 각속도를 갖는 배경 동서풍이 지구의 자전각속도와 같거나 1/2에 해당하는 경우에는, 일부 동서파수 성분이 제거되는 것으로 나타났다. 이론적으로 구한 균형장은 정교한 수치모델을 통하여 구한 균형장과 거의 정확하게 같은 것으로 밝혀져, 이론적 해의 타당성이 입증되었다. 마지막으로, 로스비하우어비츠 파동의 섹터모드와 균형을 이루는 지위고도장의 안정성을 장기간시간적분을 통하여 살펴보았다.