• 제목/요약/키워드: sum rate

검색결과 758건 처리시간 0.029초

A Spectral Efficient NOMA-based Two-Way Relaying Scheme for Wireless Networks with Two Relays

  • Li, Guosheng
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제15권1호
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    • pp.365-382
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    • 2021
  • This paper proposes a novel two-way relaying (TWR) approach for a two-relay wireless network based on non-orthogonal multiple access (NOMA), where two terminals exchange messages with a cellular base station (BS) via two intermediate relay stations (RSs). We propose a NOMA-based TWR approach with two relaying schemes, i.e., amplify-and-forward (AF) and decode-and-forward (DF), referred to as NOMA-AF and NOMA-DF. The sum-rate performance of our proposed NOMA-AF and NOMA-DF is analyzed. A closed-form sum-rate upper bound for the NOMA-AF is obtained, and the exact ergodic sum-rate of NOMA-DF is also derived. The asymptotic sum-rate of NOMA-AF and NOMA-DF is also analyzed. Simulation results show that the proposed scheme outperforms conventional orthogonal multiple access based transmission schemes. It is also shown that increasing the transmit power budget of the relays only cannot always improve the sum-rates.

A Comparison of TDMA, Dirty Paper Coding, and Beamforming for Multiuser MIMO Relay Networks

  • Li, Jianing;Zhang, Jianhua;Zhang, Yu;Zhang, Ping
    • Journal of Communications and Networks
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    • 제10권2호
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    • pp.186-193
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    • 2008
  • A two-hop multiple-input multiple-output (MIMO) relay network which comprises a multiple antenna source, an amplify-and-forward MIMO relay and many potential users are studied in this paper. Consider the achievable sum rate as the performance metric, a joint design method for the processing units of the BS and relay node is proposed. The optimal structures are given, which decompose the multiuser MIMO relay channel into several parallel single-input single-output relay channels. With these structures, the signal-to-noise ratio at the destination users is derived; and the power allocation is proved to be a convex problem. We also show that high sum rate can be achieved by pairing each link according to its magnitude. The sum rate of three broadcast strategies, time division multiple access (TDMA) to the strongest user, dirty paper coding (DPC), and beamforming (BF) are investigated. The sum rate bounds of these strategies and the sum capacity (achieved by DPC) gain over TDMA and BF are given. With these results, it can be easily obtained that how far away TDMA and BF are from being optimal in terms of the achievable sum rate.

두 셀 다중 안테나 하향링크 간섭 채널에서 비강인한/강인한 정칙화된 제로포싱 간섭 정렬 방법 (Non-Robust and Robust Regularized Zero-Forcing Interference Alignment Methods for Two-Cell MIMO Interfering Broadcast)

  • 신준우
    • 한국통신학회논문지
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    • 제38A권7호
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    • pp.560-570
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    • 2013
  • 본 논문에서는 셀 간 간섭과 셀 내 사용자 간 간섭이 공존하는 two-cell 다중 안테나 하향링크 간섭 채널에서 송수신기 설계 방법을 제안한다. 우선 셀 간 간섭과 셀 내 사용자 간 간섭을 다차원 subspace에 정렬하는 zero-forcing 간섭 정렬 방법을 일반화한다. 그리고 일반화한 zero-forcing 간섭 정렬 방법에서 구한 송수신기를 "regularizing" 하는 minimum weighted-mean-square-error 기반 regularized ZF-IA 방법을 제안한다. 기존 weighted-sum-rate-maximizing 송수신기 설계 방법에 비해 제안하는 방법은 weight 를 구하는 반복 연산 과정이 필요하지 않다. 그 결과 제안하는 방법은 비록 sum-rate 최대화하도록 설계되진 않았지만, 기존의 weighted-sum-rate maximizing 방법 보다 계산 복잡도 면에서 효율적이고 더 빠른 수렴 속도를 얻을 수 있다. 다양한 분석과 실험을 통해 제안하는 regularized ZF-IA 방법의 우수성을 확인하였다. 구체적으로 반복 연산 수가 작은 경우, 제안하는 regularized ZF-IA 방법의 sum-rate 성능이 기존의 weighted-sum-rate maximizing 방법보다 SNR = 20 [dB] 에서 약 49.8 % 이상 나음을 확인할 수 있다. 더불어 채널 정보에 오차가 있는 경우 상당한 robustness를 제공하는 robust 송수신기 설계 방법도 제시한다.

Sum-Rate Performance of A NOMA-based Two-Way Relay Approach for A Two-User Cellular Network

  • Li, Guosheng
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제15권5호
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    • pp.1944-1956
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    • 2021
  • This paper considers a cellular two-way relay network with one base station (BS), one relay station (RS), and two users. The two users are far from the BS and no direct links exist, and the two users exchange messages with the BS via the RS. A non-orthogonal multiple access (NOMA) and network coding (NC)-based decode-and-forward (DF) two-way relaying (TWR) scheme TWR-NOMA-NC is proposed, which is able to reduce the number of channel-uses to three from four in conventional time-division multiple access (TDMA) based TWR approaches. The achievable sum-rate performance of the proposed approach is analyzed, and a closed-form expression for the sum-rate upper bound is derived. Numerical results show that the analytical sum-rate upper bound is tight, and the proposed TWR-NOMA-NC scheme significantly outperforms the TDMA-based TWR and NOMA-based one-way relaying counterparts.

Performance of ZF Precoder in Downlink Massive MIMO with Non-Uniform User Distribution

  • Kong, Chuili;Zhong, Caijun;Zhang, Zhaoyang
    • Journal of Communications and Networks
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    • 제18권5호
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    • pp.688-698
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    • 2016
  • In this paper, we investigate the achievable sum rate and energy efficiency of downlink massive multiple-input multiple-output antenna systems with zero-forcing precoding, by taking into account the randomness of user locations. Specifically, we propose two types of non-uniform user distributions, namely, center-intensive user distribution and edge-intensive user distribution. Based on these user distributions, we derive novel tight lower and upper bounds on the average sum rate. In addition, the impact of user distributions on the optimal number of users maximizing the sum rate is characterized. Moreover, by adopting a realistic power consumption model which accounts for the transmit power, circuit power and signal processing power, the energy efficiency of the system is studied. In particular, closed-form solutions for the key system parameters, such as the number of antennas and the optimal transmit signal-to-noise ratio maximizing the energy efficiency, are obtained. The findings of the paper suggest that user distribution has a significant impact on the system performance: for instance, the highest average sum rate is achieved with the center-intensive user distribution, while the lowest average sum rate is obtained with the edge-intensive user distribution. Also, more users can be served with the center-intensive user distribution.

Achievable Sum Rate Analysis of ZF Receivers in 3D MIMO Systems

  • Li, Xingwang;Li, Lihua;Xie, Ling
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제8권4호
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    • pp.1368-1389
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    • 2014
  • Three-dimensional multiple-input multiple-output (3D MIMO) and large-scale MIMO are two promising technologies for upcoming high data rate wireless communications, since the inter-user interference can be reduced by exploiting antenna vertical gain and degree of freedom, respectively. In this paper, we derive the achievable sum rate of 3D MIMO systems employing zero-forcing (ZF) receivers, accounting for log-normal shadowing fading, path-loss and antenna gain. In particular, we consider the prevalent log-normal model and propose a novel closed-form lower bound on the achievable sum rate exploiting elevation features. Using the lower bound as a starting point, we pursue the "large-system" analysis and derive a closed-form expression when the number of antennas grows large for fixed average transmit power and fixed total transmit power schemes. We further model a high-building with several floors. Due to the floor height, different floors correspond to different elevation angles. Therefore, the asymptotic achievable sum rate performances for each floor and the whole building considering the elevation features are analyzed and the effects of tilt angle and user distribution for both horizontal and vertical dimensions are discussed. Finally, the relationship between the achievable sum rate and the number of users is investigated and the optimal number of users to maximize the sum rate performance is determined.

Sum rate and Energy Efficiency of Massive MIMO Downlink with Channel Aging in Time Varying Ricean Fading Channel

  • Yang, Lihua;Yang, Longxiang;Zhu, Hongbo;Liang, Yan
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제12권3호
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    • pp.1098-1112
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    • 2018
  • Achievable sum rate and energy efficiency (EE) are investigated for the massive multiple-input multiple-output (Massive MIMO) downlink with channel aging in the time varying Ricean fading channel. Specifically, the expression of the achievable sum rate of the system for the maximum ratio transmission (MRT) precoder with aged channel state information (CSI) in the time varying Ricean fading channel is first presented. Based on the expression, the effect of both channel aging and the Ricean factor on the power scaling law are studied. It is found that the transmit power of base station (BS) is scaled down by $1/{\sqrt{M}}$(where M is the number of the BS antennas) when the Ricean factor K is equal to zero (i.e., time varying Rayleigh fading channel), indicating that aged CSI does not affect the power scaling law. However, the transmit power of the BS is scaled down by 1/M for the time varying Ricean fading channel (where $K{\neq}0$) indicating that the Ricean factor affects the power scaling law and sum rate, and channel aging only leads to a reduction of the sum rate. Second, the EE of the system is analyzed based on the general power consumption model. Both the theoretical analysis and the simulations show that the channel aging could degrade the sum rate and the EE of the system, and it does not affect the power scaling law.

조견표를 이용한 무직류 및 최소대역폭 이진선로부호의 설계 (Design of DC-free and minimum bandwidth binary line codes by look-up table)

  • 장창기;주언경
    • 한국통신학회논문지
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    • 제21권10호
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    • pp.2653-2659
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    • 1996
  • In this paper, DC-free and minimum bandwidth binary line codes with look-up table are proposed and their performances are analyzed. As results of performance analysis, the proposed codes are shown to have spectral nulls at DC and Nyquist frequency. Among the proposed codes, binary line codes of which both codeword digital sum and alternating digital sum are zero have lower code rate but better spectral characteristics. Furthermore, binary line codes which consist of all codewords including those with nonzero digital sum and alternating digital sum have worese spectral characteristics but higher code rate.

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하향링크 다중사용자 다중안테나 시스템을 지원하는 반복 가중치 최소평균자승오류 빔형성 기법 (Iterative Weighted MMSE Beamforming for Downlink multiuser MISO System)

  • 최일규;황영수;이충용
    • 전자공학회논문지
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    • 제50권3호
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    • pp.3-8
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    • 2013
  • 기존의 최소평균자승오류 빔형성 기법은 간섭제거나 정합필터 빔형성 기법보다 우수한 성능을 보여주지만, 전체 전송률의 증가를 목적으로 하지는 않는다. 본 논문은 전체 전송률을 가중된 평균자승오류로 표현하여 증가시키는 기법을 제안하였다. 제안 기법은 기존의 최소평균자승오류 기법에서 출발하여 반복적으로 가중치와 빔을 갱신함으로써 전체 전송률을 증가시킨다. 모의실험 결과를 통해 제안 기법이 기존 기법보다 전체 전송률 측면에서 뛰어나며, 기존 기법과 달리 사용자의 수가 높아질수록 전체 전송률이 증가하는 것을 확인하였다.

On Inflated Achievable Sum Rate of 3-User Low-Correlated SC NOMA

  • Chung, Kyuhyuk
    • International journal of advanced smart convergence
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    • 제10권3호
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    • pp.1-9
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    • 2021
  • In the Internet of Thing (IoT) framework, massive machine-type communications (MMTC) have required large spectral efficiency. For this, non-orthogonal multiple access (NOMA) has emerged as an efficient solution. Recently, a non-successive interference cancellation (SIC) NOMA scheme has been implemented without loss. This lossless NOMA without SIC is achieved via correlated superposition coding (SC), in contrast to conventional independent SC. However, conventional minimum high-correlated SC for only 2-user NOMA schemes was investigated in the lossless 2-user non-SIC NOMA implementation. Thus, this paper investigates a 3-user low-correlated SC scheme, especially for an inflated achievable sum rate, with a design of 3-user low-correlated SC. First, we design the 3-user low-correlated SC scheme by taking the minimum sum rate between 3-user SIC NOMA and 3-user non-SIC NOMA, both with correlated SC. Then, simulations demonstrate that the low correlation in the direction of the first user's power allocation inflates the sum rate in the same direction, compared to that of conventional minimum high-correlated SC NOMA, and such inflation due to low correlation is also observed similarly, in the direction of the second user's power allocation. Moreover, we also show that the two low correlations of the first and second users inflates doubly in the both directions of the first and second users' power allocations. As a result, the proposed 3-user low-correlated SC could be considered as a promising scheme, with the inflated sum rate in the future fifth-generation (5G) NOMA networks.