• Title/Summary/Keyword: zero forcing

Search Result 178, Processing Time 0.025 seconds

Implementation of a beamforming for LTE-based MU-MIMO system (LTE 기반 MU-MIMO 시스템에 구현한 빔포밍 알고리즘)

  • Han, Yeon Gyu;Yang, Hyun Wook;Kim, Kyung Hoon;Choi, Seung Won
    • Journal of Korea Society of Digital Industry and Information Management
    • /
    • v.8 no.4
    • /
    • pp.121-127
    • /
    • 2012
  • In this paper, we propose a new beamforming method which is used in Multiple User-Multiple Input Multiple Output (MU-MIMO) system. An experimental system consists of LTE based TDD base-station which has 2 MIMO elements each of which contains 10-array antennas and 2 mobile terminals each of which has a single antenna. We demonstrate that the Multiple Access Interference can further be reduced by appending a beamforming procedure in MU-MIMO system in which various users share a given channel resource. The proposed algorithm is the ordinary Lagrange beamforming algorithm combined with Zero-Forcing. It is demonstrated that the proposed beamforming method outperforms a conventional method which is the ZF at least by 8dB in terms of SNR through computer simulations. From experimental tests, we verify the feasibility of the proposed beamforming algorithm for realizing a practical LTE based TDD base-station for utilizing channel resources more efficiently.

Recursive Nullspace Calculation for Multiuser MIMO Systems (다중 사용자 MIMO 시스템을 위한 순차적 영공간 계산)

  • Joung, Jin-Gon;Lee, Yong-Hoon
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.32 no.12A
    • /
    • pp.1238-1243
    • /
    • 2007
  • The computational complexity for the zero-forcing (ZF)-based multiuser (MU) multiple-input multiple-output(MIMO) preprocessing matrices can be immoderately large as the number of transmit antennas or users increases. In this paper, we show that the span of singular vector space of a matrix can be obtained from the singular vectors of the parted rows of that matrix with computational saving and propose a computationally efficient recursive-algorithm for achieving the ZF-based preprocessing matrices. Analysis about the complexities shows that a new recursive-algorithm can lighten the computational load.

Performance Analysis of LR-aided ZF Receiver for MIMO Systems

  • Kim, Sangchoon
    • International journal of advanced smart convergence
    • /
    • v.7 no.3
    • /
    • pp.37-43
    • /
    • 2018
  • Lattice-reduction (LR) techniques have been developed for signal detection in spatial multiplexing multiple input multiple output (MIMO) systems to obtain the largest diversity gain. Thus, an LR-assisted zero-forcing (ZF) receiver can achieve the maximum diversity gain in spatial multiplexing MIMO systems. In this paper, a simplified analysis of the achievable diversity gain is presented by fitting the channel coefficients lattice-reduced by a complex Lenstra-Lenstra-$Lov{\acute{a}}z$ (LLL) algorithm into approximated Gaussian random variables. It will be shown that the maximum diversity gain corresponding to two times the number of receive antennas can be achieved by the LR-based ZF detector. In addition, the approximated bit error rate (BER) expression is also derived. Finally, the analytical BER performance is comparatively studied with the simulated results.

Implementation of Decision Feedback Equalizer for 64 QAM RF MODEM in SDH Radio Systems (SDH 무선 시스템의 64 QAM RF MODEM을 위한 DFE 구현)

  • 이대령;방효창;장태화;안준배;조성준;김원후
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.19 no.5
    • /
    • pp.928-938
    • /
    • 1994
  • We designed and implemented (3.3) tap Decision Feedback Equalizer using Zero Forcing algorithm for 64 QAM RF MODEM (155Mbps) in SDH STM-1, Before we designed DFE, simulate 11 tap linear equalizer and (3.3) tap DFE. Then we get results that performance of DFE is better than linear equalizer by 5dB in fading. Practically, implemented DFE have good performance equalizing signal in 20dB fading depth.

  • PDF

Joint Beamforming and Jamming for Physical Layer Security

  • Myung, Jungho;Heo, Hwanjo;Park, Jongdae
    • ETRI Journal
    • /
    • v.37 no.5
    • /
    • pp.898-905
    • /
    • 2015
  • In this paper, we consider a joint beamforming and jamming design to enhance physical layer security against potential multiple eavesdroppers in a multiple-input and single-output cellular broadcast channel. With perfect channel state information at the base station, we propose various design approaches to improve the secrecy of the target user. Among the proposed approaches, the combined beamforming of maximum ratio transmission and zero-forcing transmission with a combination of maximum ratio jamming and zero-forcing jamming (MRT + ZFT with MRJ + ZFJ) shows the best security performance because it utilizes the full transmit antenna dimensions for beamforming and jamming with an efficient power allocation. The simulation results show that the secrecy rate of this particular proposed approach is better than the rates of the considered conventional approaches with quality-of-service and outage probability constraints.

Approximate ML Detection with the Best Channel Matrix Selection for MIMO Systems

  • Jin, Ji-Yu;Kim, Seong-Cheol;Park, Yong-Wan
    • Journal of Electrical Engineering and Technology
    • /
    • v.3 no.2
    • /
    • pp.280-284
    • /
    • 2008
  • In this paper, a best channel matrix selection scheme(BCMS) is proposed to approximate maximum likelihood(ML) detection for a multiple-input multiple-output system. For a one stage BCMS scheme, one of the transmitted symbols is selected to perform ML detection and the other symbols are detected by zero forcing(ZF). To increase the diversity of the symbols that are detected by ZF, multi-stage BCMS detection scheme is used to further improve the system performance. Simulation results show that the performance of the proposed BCMS scheme can approach that of ML detection with a significant reduction in complexity.

Spatial Multiplexing Receivers in UWB MIMO Systems based on Prerake Combining

  • An, Jin-Young;Kim, Sang-Choon
    • Journal of information and communication convergence engineering
    • /
    • v.9 no.4
    • /
    • pp.385-390
    • /
    • 2011
  • In this paper, various ultra-wideband (UWB) spatial multiplxing (SM) multiple input multiple output (MIMO) receivers based on a prerake diversity combining scheme are discussed and their performance is analyzed. Several UWB MIMO detection approaches such as zero forcing (ZF), minimum mean square error (MMSE), ordered successive interference cancellation (OSIC), sorted QR decomposition (SQRD), and maximum likelihood (ML) are considered in order to cope with inter-channel interference. The UWB SM systems based on transmitter-side multipath preprocessing and receiver-side MIMO detection can either boost the transmission data rate or offer significant diversity gain and improved BER performance. The error performance and complexity of linear and nonlinear detection algorithms are comparatively studied on a lognormal multipath fading channel.

An Efficient User Selection Algorithm in Downlink Multiuser MIMO Systems with Zero-Forcing Beamforming (하향링크 다중 사용자 MIMO 시스템에서의 Zero-Forcing 빔 형성을 이용한 효과적인 사용자 선택 기법)

  • Go, Hyun-Sung;Oh, Tae-Youl;Choi, Seung-Won
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.34 no.6A
    • /
    • pp.494-499
    • /
    • 2009
  • In this paper, we provide an efficient method of user selection for achieving the maximum system throughput in downlink multiuser Multiple-Input Multiple-Output (MIMO) systems. A proposed method is for selecting a fine user set only with powers of each user channel and angles between them. This algorithm is simpler than SUS because there is no considering about the optimal value of correlation. The proposed method finds the user set toward maximizing system throughput, so it has high performance.

Performance analysis of precoding-aided differential spatial modulation systems with transmit antenna selection

  • Kim, Sangchoon
    • ETRI Journal
    • /
    • v.44 no.1
    • /
    • pp.117-124
    • /
    • 2022
  • In this paper, the performance of precoding-aided differential spatial modulation (PDSM) systems with optimal transmit antenna subset (TAS) selection is examined analytically. The average bit error rate (ABER) performance of the optimal TAS selection-based PDSM systems using a zero-forcing (ZF) precoder is evaluated using theoretical upper bound and Monte Carlo simulations. Simulation results validate the analysis and demonstrate a performance penalty < 2.6 dB compared with precoding-aided spatial modulation (PSM) with optimal TAS selection. The performance analysis reveals a transmit diversity gain of (NT-NR+1) for the ZF-based PDSM (ZF-PDSM) systems that employ TAS selection with NT transmit antennas, NS selected transmit antennas, and NR receive antennas. It is also shown that reducing the number of activated transmit antennas via optimal TAS selection in the ZF-PDSM systems degrades ABER performance. In addition, the impacts of channel estimation errors on the performance of the ZF-PDSM system with TAS selection are evaluated, and the performance of this system is compared with that of ZF-based PSM with TAS selection.

Optimal Numbers of Base Station Antennas and Users in Multiuser Massive MIMO Systems with Pilot Overhead (다중 사용자 Massive MIMO 시스템의 파일럿 오버헤드를 고려한 최적 기지국 안테나 수 및 사용자 수 분석)

  • Jung, Minchae;Choi, Sooyong
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.41 no.11
    • /
    • pp.1630-1638
    • /
    • 2016
  • In this paper, we consider multiuser massive multiple-input and multiple-output (MIMO) system where multiusers simultaneously utilize massive antennas of base station (BS). With a downlink frame structure considering pilot signals, we derive the ergodic cell capacity based on zero-forcing beamforming (ZFBF) technique. This paper proves that the ergodic cell capacity is concave function with respect to the numbers of BS antennas and users, and derives the optimum numbers of BS antennas and users maximizing ergodic cell capacity. From the simulation results, it is shown that the derived numbers of BS antennas and users has the optimum value for the maximum ergodic cell capacity, and the ergodic cell capacity with the derived optimum values increases with respect to the transmit SNR(Signal to Noise Ratio).