• Title/Summary/Keyword: Zero-forcing (ZF)

Search Result 92, Processing Time 0.019 seconds

Analysis of BER According to Spatial and Frequency Diversity Gain in Uplink SC-FDMA with SIMO Systems (상향링크 SIMO 시스템에서 공간 및 주파수 다이버시티 이득에 따른 SC-FDMA의 BER 성능 분석)

  • Lee, Jin-Hui;Choi, Kwonhue
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.39A no.9
    • /
    • pp.535-547
    • /
    • 2014
  • We investigate BER (Bit Error Ratio) performance according to the gain of spatial and frequency diversities in uplink SC-FDMA of SIMO (Single Input Multiple Output) systems. The main results of the analysis in this paper are as follows. First, we prove that performance of integrated system for considering spatial and frequency diversity combining in parallel is equivalent with the performance of sequential system for performing diversity combining in sequence. By signal modeling, it is demonstrated that the performances of both systems are the same when the frequency diversity combining technique of the sequential system is equal to diversity combining technique of the integrated system, and spatial diversity combining technique of the sequential system is performed as MRC in advance of frequency diversity combining. Secondly, it is found that effect on the BER performance is different according to the gain of spatial and frequency diversities, respectively. The frequency diversity gain increases by increasing the number of subcarrier. It might affect the performance improvement of high SNR(Signal to Noise Ratio) while it maintains gap between performances of ZF(Zero Forcing) and MMSE(Minimum Mean Square Error) in frequency diversity combining schemes. Also, spatial diversity gain increases as the number of receiving antennas increases. It means that it can reduce performance gap between ZF and MMSE in frequency diversity combining schemes by increasing the number of receiving antennas. In addition, it might affect the performance improvement of the whole SNR. Finally, through the analysis of performance according to the spatial diversity gain, the performance of ZF in frequency diversity combining is equal to the MMSE if the number of receiving antennas is 6 or more.

New Beamforming Schemes with Optimum Receive Combining for Multiuser MIMO Downlink Channels (다중사용자 다중입출력 하향링크 시스템을 위한 최적 수신 결합을 이용한 새로운 빔 형성 기법)

  • Lee, Sang-Rim;Park, Seok-Hwan;Moon, Sung-Hyun;Lee, In-Kyu
    • Journal of the Institute of Electronics Engineers of Korea TC
    • /
    • v.48 no.8
    • /
    • pp.15-26
    • /
    • 2011
  • In this paper, we present a new beamforming scheme for a downlink of multiuser multiple-input multipleoutput (MIMO) communication systems. Recently, a block-diagonalization (BD) algorithm has been proposed for the multiuser MIMO downlink where both a base station and each user have multiple antennas. However, the BD algorithm is not efficient when the number of supported streams per user is smaller than that of receive antennas. Since the BD method utilizes the space based on the channel matrix without considering the receive combining, the degree of freedom for beamforming cannot be fully exploited at the transmitter. In this paper, we optimize the receive beamforming vector under a zero forcing (ZF) constraint, where all inter-user interference is driven to zero. We propose an efficient algorithm to find the optimum receive vector by an iterative procedure. The proposed algorithm requires two phase values feedforward information for the receive combining vector. Also, we present another algorithm which needs only one phase value by using a decomposition of the complex general unitary matrix. Simulation results show that the proposed beamforming scheme outperforms the conventional BD algorithm in terms of error probability and obtains the diversity enhancement by utilizing the degree of freedom at the base station.

Performance Analysis of Various Hybrid DS/CDMA Multiuser Detection Algorithms in Rayleigh Fading Channels (Rayleigh 페이딩 채널에서 하이브리드 DS/CDMA 다중사용자 검파 알고리즘의 성능분석)

  • 강환민;조성호
    • The Journal of Korean Institute of Communications and Information Sciences
    • /
    • v.26 no.7B
    • /
    • pp.944-950
    • /
    • 2001
  • 현재 상용화된 CDMA (code division multiple access) 방식은 사용자가 증가함에 따라 다중 사용자 간섭에 의해 통화품질 향상 및 가입자 수용 용량 증대에 한계를 가지고 있다. 이러한 문제를 극복하기 위해 다양한 형태의 다중 사용자 검파 알고리즘이 제안되었다. 본 논문에서는 여러 형태의 알고리즘들 가운데, 역상관 (decorrelating) 검파기와 병렬 간섭 제거 (parallel interference cancellation, PIC) 검파기, 연속 간섭 제거 (successive interference cancellation, SIC) 검파기와 PIC 검파기, zero-forcing decision-feedback (ZF-DF) 검파기와 PIC 검파기를 하이브리드 형태로 구성하는 방법을 제시하였고, Rayleigh 페이딩 환경에서 성능분석 및 컴퓨터 시뮬레이션을 통한 성능 비교를 하였다. 컴퓨터 모의실험 결과, 본 논문에서 제안한 세 가지 하이브리드 검파기 모두 기존 검파기에 비하여 우수한 성능을 보였다.

  • PDF

BER Performance Analysis of VBLAST Detection over an Underwater Acoustic MIMO Channel (수중음향 MIMO 채널에서 VBLAST 검파방식의 성능분석)

  • Kang, Heehoon
    • Journal of the Institute of Electronics and Information Engineers
    • /
    • v.53 no.8
    • /
    • pp.145-149
    • /
    • 2016
  • For obtaining high speed data rate, underwater acoustic communication has several problems by the different environmental problem. To achieve high speed data rate, a method of multiple antennas have been researched. V-BLAST Algorithm is a detection method applied to terrestrial wireless communications. In this paper, BER performance of VBLAST detection for MIMO system is analyzed in the paper.

Performance Analysis of the Hybrid Multiuser Detection Algorithms in Rayleigh Fading Channel (Rayleigh 페이딩 채널에서 하이브리드 다중사용자 검파 알고리즘의 성능분석)

  • 강환민;김성수;김신원;조성호
    • Proceedings of the IEEK Conference
    • /
    • 2000.09a
    • /
    • pp.963-966
    • /
    • 2000
  • 현재 상용화된 CDMA (code division multiple access)방식은 사용자가 증가함에 따라 다중 사용자 간섭(multiuser interference)에 의해 통화품질 향상 및 가입자 수용 용량 증대에 한계를 가지고 있다. 이러한 문제를 극복하기 위해 다양한 다중 사용자 간섭 제거 알고리즘이 제안되었다 〔1-5〕. 본 논문에서는 여러 형태의 알고리즘들 가운데, 역상관 successive interference cancellation(SIC) , zero-forcing decision-feedback(ZF-DF) 검파기와 parallel interference cancellation(PIC) 검파기를 하이브리드 형태로 구성하는 방법을 제안하였고. 그에 따른 성능 분석 및 Rayleigh 페이딩 환경에서 컴퓨터 시뮬레이션을 통한 성능비교를 하였다. 컴퓨터 모의시험결과, 본 논문에서 제안한 3가지 하이브리드 검파기 모두 기존 검파기에 비하여 우수한 성능을 보였다.

  • PDF

Sum-Rate Capacity with Fairness in Correlated MIMO Broadcast Channels

  • Lee, Seung-Hwan;Kim, Jin-Up
    • Journal of electromagnetic engineering and science
    • /
    • v.9 no.3
    • /
    • pp.124-129
    • /
    • 2009
  • Although the maximum sum-rate capacity of multiple-input multiple output(MIMO) broadcast channels(BCs) can be achieved by dirty-paper coding(DPC), the results were obtained without fairness considerations in uncorrelated MIMO channels. In this paper, we propose new multiuser scheduling algorithms, which find a best user set for approaching the maximum sum-rate capacity while maintaining fairness among users. We analyze the performance of the proposed algorithms using zero-forcing dirty paper coding(ZF-DPC) in the correlated MIMO BCs for throughput and delay fairness, respectively. Numerical results demonstrate that a large time window can reduce the average throughput difference between users, but it increases head-of-line(HOL) delay jitters in the case of delay fairness.

Optimal Power Allocation for NOMA-based Cellular Two-Way Relaying

  • Guosheng, Li
    • KSII Transactions on Internet and Information Systems (TIIS)
    • /
    • v.17 no.1
    • /
    • pp.202-215
    • /
    • 2023
  • This paper proposes a non-orthogonal multiple access (NOMA) based low-complexity relaying approach for multiuser cellular two-way relay channels (CTWRCs). In the proposed scheme, the relay detects the signal using successive interference cancellation (SIC) and re-generates the transmit signal with zero-forcing (ZF) transmit precoding. The achievable data rates of the NOMA-based multiuser two-way relaying (TWR) approach is analyzed. We further study the power allocation among different data streams to maximize the weighted sum-rate (WSR). We re-form the resultant non-convex problem into a standard monotonic program. Then, we design a polyblock outer approximation algorithm to sovle the WSR problem.The proposed optimal power allocation algorithm converges fast and it is shown that the NOMA-TWR-OPA scheme outperforms a NOMA benchmark scheme and conventional TWR schemes.

Preceding Scheme for Dual Spatial Multiplexing Systems with Limited Feedback (제한된 피드백 정보를 이용하는 이중 공간 다중화 시스템의 Preceding 기법)

  • Lee, Myoung-Won;Mun, Cheol;Yook, Jong-Gwan
    • The Journal of Korean Institute of Electromagnetic Engineering and Science
    • /
    • v.17 no.12 s.115
    • /
    • pp.1224-1230
    • /
    • 2006
  • In this paper, for spatial multiplexing with limited feedback, a precoding scheme is proposed based on the joint use of minimal instantaneous feedback and long-term feedback of a small number of bits, wherein the long-term feedback is used to convey a selected preceding matrix within a precodercodebook consisting of a number of unitary matrices, and the active column vectors of the selected unitary matrix are conveyed to the transmitter using instantaneous feedback. Focusing on the case of dual multi-input multi-output(MIMO) systems, precoder codebook design for maximizing the average throughput of a spatial multiplexing system with a zero-forcing(ZF) receiver is proposed. It is shown that the proposed scheme provides a considerable throughput enhancement over multi-mode antenna selection and multi-mode basis selection only with the additional long-yterm feedback of a small number of bits. For example, the throughput increases by 11.5 % than antenna selection and 5.1% than basis selection, respectively, when SNR=20 dB.

Beam selection method for millimeter-wave-based uplink hybrid beamforming systems (밀리미터파 기반 상향링크 하이브리드 빔포밍 시스템을 위한 빔선택 방법)

  • Shin, Joon-Woo
    • Journal of Advanced Marine Engineering and Technology
    • /
    • v.40 no.9
    • /
    • pp.818-823
    • /
    • 2016
  • Millimeter wave (mm-wave) communication systems provide high data rates owing to the large bandwidths available at mm-wave frequencies. Recently, analogue and digital combined beamforming, namely "hybrid beamforming" has drawn attentions owing to its ability to realize the required link margins in mm-wave systems. Taking into account the radio frequency (RF) hardware limitations, such as the analogue phase shifter gain constraint and the low resolution of the phase controller, we introduce an uplink hybrid beamforming system that includes discrete Fourier transform (DFT) based "fixed" analogue beamforming. We adopt a zero-forcing (ZF) multiple-input multiple-output (MIMO) equalizer to eliminate the uplink inter-user interferences. Moreover, to improve the sum-rate performances, we propose a transmit beam selection algorithm which makes the uplink effective channels, i.e., the beamformed channels, become near orthogonal. The effectiveness of the proposed beam selection algorithm was verified through numerical simulations.

Joint Precoding Technique for Interference Cancellation in Multiuser MIMO Relay Networks for LTE-Advanced System (LTE-Advanced 시스템의 다중 사용자 MIMO Relay 네트워크에서 간섭 제거를 위한 Joint Precoding 기술)

  • Malik, Saransh;Moon, Sang-Mi;Kim, Bo-Ra;Kim, Cheol-Sung;Hwang, In-Tae
    • Journal of the Institute of Electronics Engineers of Korea TC
    • /
    • v.49 no.6
    • /
    • pp.15-26
    • /
    • 2012
  • In this paper, we perform interference cancellation in multiuser MIMO (Multiple Input Multiple Output) relay network with improved Amplify-and-Forward (AF) and Decode-and-Forward (DF) relay protocols. The work of interference cancellation is followed by evolved NodeB (eNB), Relay Node (RN) and User Equipment (UE) to improve the error performance of whole transmission system with the explicit use of relay node. In order to perform interference cancellation, we use Dirty Paper Coding (DPC) and Thomilson Harashima Precoding (THP) allied with detection techniques Zero Forcing (ZF), Minimum Mean Square Error (MMSE), Successive Interference Cancellation (SIC) and Ordered Successive Interference Cancellation (OSIC). These basic techniques are studied and improved in the proposal by using the functions of relay node. The performance is improved by Decode-and-Forward which enhance the cancellation of interference in two layers at the cooperative relay node. The interference cancellation using weighted vectors is performed between eNB and RN. In the final results of the research, we conclude that in contrast with the conventional algorithms, the proposed algorithm shows better performance in lower SNR regime. The simulation results show the considerable improvement in the bit error performance by the proposed scheme in the LTE-Advanced system.