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Security-Reliability Tradeoff Analysis for Jamming Aided Decode-and-Forward Relay Networks
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作者 Zou Ronggui Zou Yulong +1 位作者 Zhu Jia Li Bin 《China Communications》 SCIE CSCD 2024年第5期218-228,共11页
In this paper,we explore a cooperative decode-and-forward(DF)relay network comprised of a source,a relay,and a destination in the presence of an eavesdropper.To improve physical-layer security of the relay system,we p... In this paper,we explore a cooperative decode-and-forward(DF)relay network comprised of a source,a relay,and a destination in the presence of an eavesdropper.To improve physical-layer security of the relay system,we propose a jamming aided decodeand-forward relay(JDFR)scheme combining the use of artificial noise and DF relaying which requires two stages to transmit a packet.Specifically,in stage one,the source sends confidential message to the relay while the destination acts as a friendly jammer and transmits artificial noise to confound the eavesdropper.In stage two,the relay forwards its re-encoded message to the destination while the source emits artificial noise to confuse the eavesdropper.In addition,we analyze the security-reliability tradeoff(SRT)performance of the proposed JDFR scheme,where security and reliability are evaluated by deriving intercept probability(IP)and outage probability(OP),respectively.For the purpose of comparison,SRT of the traditional decode-and-forward relay(TDFR)scheme is also analyzed.Numerical results show that the SRT performance of the proposed JDFR scheme is better than that of the TDFR scheme.Also,it is shown that for the JDFR scheme,a better SRT performance can be obtained by the optimal power allocation(OPA)between the friendly jammer and user. 展开更多
关键词 decode-and-forward relay friendly jammer physical layer security power allocation security-reliability tradeoff
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Arbitrary Decode-Forward Relaying with Re-Encoded Bits Selection Strategy for Polar Codes
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作者 Di Guan Kai Niu Chao Dong 《China Communications》 SCIE CSCD 2023年第8期153-162,共10页
In this paper,we propose an arbitrary decode-forward single-relay scheme for finite blocklength polar codes,which can be applied to the general symmetric discrete memoryless relay channel with orthogonal receiver comp... In this paper,we propose an arbitrary decode-forward single-relay scheme for finite blocklength polar codes,which can be applied to the general symmetric discrete memoryless relay channel with orthogonal receiver components.The relay node decodes the received message.The relay node selectively re-encodes the message and transmits it to the destination node.Furthermore,in order to minimize the upper-bound of the block error probability,we propose a selection strategy to decide the proper re-encoded bit set by the relay.Simulation results are presented to illustrate the improvement in decoding performance of the proposed scheme compared to conventional relay schemes in both additive white Gaussian noise(AWGN)channel and Rayleigh fading channel(RFC). 展开更多
关键词 polar codes decode-and-forward relaying arbitrary relay channel block error rate estimation
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System Outage Probability and Diversity Analysis of a SWIPT Based Two-Way DF Relay Network Under Transceiver Hardware Impairments
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作者 Guangyue Lu Zhipeng Liu +1 位作者 Yinghui Ye Xiaoli Chu 《China Communications》 SCIE CSCD 2023年第10期120-135,共16页
This paper investigates the system outage performance of a simultaneous wireless information and power transfer(SWIPT)based two-way decodeand-forward(DF)relay network,where potential hardware impairments(HIs)in all tr... This paper investigates the system outage performance of a simultaneous wireless information and power transfer(SWIPT)based two-way decodeand-forward(DF)relay network,where potential hardware impairments(HIs)in all transceivers are considered.After harvesting energy and decoding messages simultaneously via a power splitting scheme,the energy-limited relay node forwards the decoded information to both terminals.Each terminal combines the signals from the direct and relaying links via selection combining.We derive the system outage probability under independent but non-identically distributed Nakagami-m fading channels.It reveals an overall system ceiling(OSC)effect,i.e.,the system falls in outage if the target rate exceeds an OSC threshold that is determined by the levels of HIs.Furthermore,we derive the diversity gain of the considered network.The result reveals that when the transmission rate is below the OSC threshold,the achieved diversity gain equals the sum of the shape parameter of the direct link and the smaller shape parameter of the terminalto-relay links;otherwise,the diversity gain is zero.This is different from the amplify-and-forward(AF)strategy,under which the relaying links have no contribution to the diversity gain.Simulation results validate the analytical results and reveal that compared with the AF strategy,the SWIPT based two-way relaying links under the DF strategy are more robust to HIs and achieve a lower system outage probability. 展开更多
关键词 decode-and-forward relay diversity gain hardware impairments simultaneous wireless information and power transfer system outage probability
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基于OFDM的DF中继链路能效最优资源分配策略 被引量:5
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作者 黄高勇 方旭明 +1 位作者 黄博 陈煜 《西南交通大学学报》 EI CSCD 北大核心 2014年第3期499-506,共8页
针对DF模式的OFDM中继链路,将能效最大化资源分配问题转化为在用户最小速率需求和系统总发射功率受约束条的件下,子载波配对和功率分配的联合优化问题,提出一种低复杂度联合最优资源分配策略,并证明速率和功率约束条件下中继链路全局能... 针对DF模式的OFDM中继链路,将能效最大化资源分配问题转化为在用户最小速率需求和系统总发射功率受约束条的件下,子载波配对和功率分配的联合优化问题,提出一种低复杂度联合最优资源分配策略,并证明速率和功率约束条件下中继链路全局能效最优解的唯一性.仿真结果表明,与固定子载波配对策略相比,当中继节点位于源和目的节点连线中点位置,Rmin=1.5 Mbit/s时,排序子载波配对策略的链路可达速率和系统能效分别提高了2.3%和3.1%;与传统的等功率分配、速率最大化和功率最小化注水算法相比,本文方案能够在保证用户最小速率需求和系统功率约束的同时,自适应分配资源以实现系统能效最优. 展开更多
关键词 能效 资源分配 正交频分复用 解码转发中继
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DF协作系统中基于中断概率的功率分配算法 被引量:8
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作者 宋婧 葛建华 李靖 《西安电子科技大学学报》 EI CAS CSCD 北大核心 2011年第2期1-7,共7页
针对译码转发(DF)协作通信系统中源和中继采用平均功率分配,导致系统资源利用率较低的问题,提出了一种基于中断概率分析的功率分配算法.该算法以降低系统的中断概率为目标,根据用户上行信道和用户间信道的平均信噪比,推导出该模型的系... 针对译码转发(DF)协作通信系统中源和中继采用平均功率分配,导致系统资源利用率较低的问题,提出了一种基于中断概率分析的功率分配算法.该算法以降低系统的中断概率为目标,根据用户上行信道和用户间信道的平均信噪比,推导出该模型的系统平均中断概率上下限表达式,并通过黄金分割法迭代出使系统平均中断概率降低的功率分配因子.仿真结果表明,在相同条件下,该功率分配方案比平均功率分配(EPA)方案性能更优. 展开更多
关键词 协作通信 df中继 黄金分割法 中断概率 功率分配
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DF协作中继网络基于买者/卖者博弈的中继选择和功率分配策略 被引量:3
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作者 柯峰 冯穗力 +1 位作者 胡洁 庄宏成 《电子与信息学报》 EI CSCD 北大核心 2010年第8期1920-1925,共6页
该文针对采用解码-转发(DF)协议的协作中继网络,提出了一种基于买者-卖者博弈的中继选择和功率分配策略,通过将用户建模为买者,可以以最大效用为标准选择最优中继和确定最佳的购买功率;将中继建模为卖者,可通过先市场后利润的功率价格... 该文针对采用解码-转发(DF)协议的协作中继网络,提出了一种基于买者-卖者博弈的中继选择和功率分配策略,通过将用户建模为买者,可以以最大效用为标准选择最优中继和确定最佳的购买功率;将中继建模为卖者,可通过先市场后利润的功率价格调整策略获得最大的利润。分析了两者博弈达到平衡的条件并进行了仿真,结果验证了纳什均衡点的存在并表明,该策略计算量少,收敛速度快,实用性强,在兼顾用户和中继节点的利益的同时可以有效提高用户的传输速率,扩大基站的覆盖范围,提高功率利用效率。 展开更多
关键词 无线通信 解码-转发 中继选择 功率分配 博弈论
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基于公共DF中继的认知无线电中继选择和功率分配 被引量:1
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作者 郭艳艳 昌厚峰 贾鹤萍 《测试技术学报》 2015年第2期105-110,共6页
为提高认知无线电网络中主用户和次用户的通信质量,并可简单有效地利用中继节点来控制主用户和次用户之间的相互干扰,提出了一种基于公共中继的最佳中继选择和功率分配方案.首先,在认知无线电网络中建立了基于公共DF中继的无线通信模型... 为提高认知无线电网络中主用户和次用户的通信质量,并可简单有效地利用中继节点来控制主用户和次用户之间的相互干扰,提出了一种基于公共中继的最佳中继选择和功率分配方案.首先,在认知无线电网络中建立了基于公共DF中继的无线通信模型;然后,根据无线通信理论推导出要优化的目标函数;最后,在保证主用户中断概率低于目标值的前提下,利用凸优化理论得出了模型中的最佳中继选择和功率分配方案.仿真实验结果表明,与常见的直接传输方案和功率平均分配的中继方案相比,本文提出的中继选择和功率分配方案提高了次用户的通信距离和速率,并且降低了主用户的中断概率,为更好地解决认知无线电网络中主用户和次用户的相互干扰问题提供了新的思路. 展开更多
关键词 认知无线电 公共df中继 中继选择 功率分配
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AF/DF方式下自适应中继协作方式的研究与仿真 被引量:2
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作者 杜伟华 刘紫燕 《科学技术与工程》 北大核心 2013年第16期4699-4702,共4页
放大转发(Amplify Forward,AF)和译码转发(Decode Forward,DF)是中继协作通信技术中两种基本的中继协作方式。在研究两跳中继协作通信技术中AF和DF中继协作方式的基础上,针对基于门限的自适应中继协作方式,利用RN的位置信息提出了改进... 放大转发(Amplify Forward,AF)和译码转发(Decode Forward,DF)是中继协作通信技术中两种基本的中继协作方式。在研究两跳中继协作通信技术中AF和DF中继协作方式的基础上,针对基于门限的自适应中继协作方式,利用RN的位置信息提出了改进的自适应中继协作方式,并用蒙特卡洛方法对其仿真结果进行验证。结果表明所提出的改进自适应中继协作方式具有较好的协作性能。 展开更多
关键词 放大转发 译码转发 自适应中继 位置信息 蒙特卡洛
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基于DF中继策略的联合天线选择和中继选择优化算法 被引量:2
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作者 袁静珍 《电子测量与仪器学报》 CSCD 北大核心 2019年第6期184-189,共6页
中继选择和天线选择算法在中继网络的研究中起着非常重要的优化作用。这两种优化算法可以在多中继节点和多根天线中分别选择最完美的中继节点和发送天线来提升网络的容量值。研究了一个基于解码转发(DF)中继策略的多输入多输出下行中继... 中继选择和天线选择算法在中继网络的研究中起着非常重要的优化作用。这两种优化算法可以在多中继节点和多根天线中分别选择最完美的中继节点和发送天线来提升网络的容量值。研究了一个基于解码转发(DF)中继策略的多输入多输出下行中继网络,并且假设所有的信道都服从Nakagami-m衰落。联合中继选择和天线选择算法分析了系统性能,推导出了系统中断概率的闭合表达式,并给出了高信噪干扰比条件下中断概率的闭合表达式。仿真结果表明,该联合算法可以获得较小的中断概率,并且在提高系统性能方面具有很好的优越性。 展开更多
关键词 中继网络 df中继 中继选择 天线选择 中断概率
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非完美CSI下大规模MIMO DF中继多用户对全双工通信系统性能研究 被引量:1
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作者 张逸凡 陈显哲 彭张节 《上海师范大学学报(自然科学版)》 2022年第2期149-156,共8页
通过解码转发(DF)协议中继,研究了在非完美信道状态信息(CSI)下,多用户对双向全双工通信系统的性能.通过配备大量天线,可以大大增加通信系统的频谱效率(SE).对到达中继端的信号采用迫零(ZF)线性接收处理并预编码,推导了SE的近似表达式,... 通过解码转发(DF)协议中继,研究了在非完美信道状态信息(CSI)下,多用户对双向全双工通信系统的性能.通过配备大量天线,可以大大增加通信系统的频谱效率(SE).对到达中继端的信号采用迫零(ZF)线性接收处理并预编码,推导了SE的近似表达式,提出了与天线数量相关的功率缩放定律,讨论了在导频功率固定和变化条件下缩放因子的取值.所提的功率缩放定律可以在保持稳定的频谱效率的同时,将发射功率降低.研究了在非完美信道状态信息下,经过解码转发协议中继的多用户对双向全双工通信系统的性能. 展开更多
关键词 大规模多输入多输出(MIMO) 双向全双工 解码转发(df)协议 中继 多用户对 非完美信道状态信息(CSI) 频谱效率(SE)
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A LOWER COMPLEXITY ANTENNA SELECTION FOR DF RELAY MIMO SYSTEMS
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作者 Chen Mingxue Xu Chengqi 《Journal of Electronics(China)》 2011年第3期320-327,共8页
Based on the existing incremental selection algorithm for Decode-and-Forward (DF) Multiple Input Multiple Output (MIMO) systems, a faster one which combines the incremental selection with the decremental exclussion is... Based on the existing incremental selection algorithm for Decode-and-Forward (DF) Multiple Input Multiple Output (MIMO) systems, a faster one which combines the incremental selection with the decremental exclussion is proposed. Firstly, the algorithm selects one antenna which makes the increment of the capacity greatest in every step. Then, excludes the antennas whose contribution to the capacity is less than μ% of that of the best antenna. Simulations show that the proposed algorithm achieves comparable performance to the existing one and has obviously decreased complexity under the appropriate threshold μ% . 展开更多
关键词 Multiple-Input Multiple-Output (MIMO) RELAY decode-and-forward (df) Antenna selection
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Performance analysis of diffusion-based decode-and-forward relay with depleted molecule shift keying
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作者 Jiaxing Wang Mugen Peng Yaqiong Liu 《Digital Communications and Networks》 SCIE CSCD 2021年第3期399-409,共11页
The distance-decay effect of molecular signals makes communication range a major challenge for diffusion-based Molecular Communication(MC).To solve this problem,the intermediate nano-machine is deployed as a relay bet... The distance-decay effect of molecular signals makes communication range a major challenge for diffusion-based Molecular Communication(MC).To solve this problem,the intermediate nano-machine is deployed as a relay between the transmitter and its intended receiver nano-machines.In this work,we employ the Depleted Molecule Shift Keying(D-MoSK)to model a Decode-and-Forward(DF)relay communication scheme.The closed-form expression of Bit Error Rate(BER)for the concerned DF relay with D-MoSK is derived.Meanwhile,the maximum a posteriori probability,minimum error probability,and maximum likelihood schemes are formulated for data detection.The relationships between BER and other key parameters,including the number of released molecules,receiving radius,and relay position,are investigated in detail.Simulation results show that the proposed scheme can improve communication reliability significantly.Moreover,the performance gain can be maximized by optimizing the position of the relay and the receiving radius. 展开更多
关键词 DIFFUSION Molecular communication decode-and-forward relay Bit error rate
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SER PERFORMANCE ANALYSIS OF DECODE-AND-FORWARD COOPERATIVE SCHEME IN SATELLITE MOBILE CHANNEL
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作者 Jie Xiao Zhang Gengxin Zang Guozhen Feng Shaodong 《Journal of Electronics(China)》 2011年第2期215-221,共7页
In this paper,Symbol-Error-Rate(SER) performance analysis is provided for a Decode-and-Forward(DF) cooperative scheme in satellite mobile channel environment.We present a satellite mobile cooperative communication sys... In this paper,Symbol-Error-Rate(SER) performance analysis is provided for a Decode-and-Forward(DF) cooperative scheme in satellite mobile channel environment.We present a satellite mobile cooperative communication system model and derive two generalized error probability ex-pressions with Cyclical Redundancy Check(CRC) or not.We also derive and simulate SER of the proposed system over different satellite mobile channels.The results show that the analytical results are in great accordance with the ones obtained by simulation.Also,it was shown that,whether or not adopt CRC depends on the channel link quality between the source node and the relay node. 展开更多
关键词 Satellite communication Cooperative communication decode-and-forward(df)
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基于AF/DF方式最优MIMO中继在同频干扰下的性能分析
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作者 常有宝 葛文萍 韩前方 《现代计算机(中旬刊)》 2016年第12期3-8,共6页
由于频率复用技术的广泛应用,节点间的同频干扰凸显,并成为当前限制移动接入网络容量进一步提升的主要瓶颈之一。其中,中继节点面临的干扰是整个移动通信网络干扰问题的重要组成部分。虽然中继能够有效地提高分集增益和复用增益,但同时... 由于频率复用技术的广泛应用,节点间的同频干扰凸显,并成为当前限制移动接入网络容量进一步提升的主要瓶颈之一。其中,中继节点面临的干扰是整个移动通信网络干扰问题的重要组成部分。虽然中继能够有效地提高分集增益和复用增益,但同时也受到同频干扰的制约,影响系统性能。对AF/DF协作方式下最优中继选择进行了研究,以使得在同频干扰下MIMO中继系统信噪比最大化,并对AF/DF方式下的最优MIMO中继在同频干扰下的中断概率进行性能分析。通过理论推导和蒙特卡罗仿真结果表明,与AF,DF协议中继在同频干扰下的中断概率性能相比,AF/DF方式下最优中继选择在同频干扰下的中断概率远低于AF,DF协议中继在同频干扰下的中断概率。 展开更多
关键词 MIMO中继系统 同频干扰 中断概率 AF/df最优中继
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Joint Subcarrier and Power Allocation for DF-Based Multiuser Two-Way Relay Networks
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作者 Xiang Chen Fei He +1 位作者 Limin Xiao Shidong Zhou 《China Communications》 SCIE CSCD 2017年第6期179-188,共10页
Two-way decode-and-forward(DF) relay technique is an efficient method to improve system performance in 5G networks.However,traditional orthogonal frequency division multiplexing(OFDM) based two-way relay systems only ... Two-way decode-and-forward(DF) relay technique is an efficient method to improve system performance in 5G networks.However,traditional orthogonal frequency division multiplexing(OFDM) based two-way relay systems only consider a per-subcarrier relay strategy,which treats each subcarrier as a separate channel,which results in significant sum rate loss,especially in fading environments.In this paper,a joint coding scheme over multiple subcarriers is involved for multipair users in two-way relay systems to obtain multiuser diversity.A generalized subcarrier pairing strategy is proposed to permit each user-pair to occupy different subcarriers during the two transmission phases,i.e.,the multiple access and broadcast phases.Moreover,a low complexity joint resource allocation scheme is proposed to improve the spectrum efficiency with an additional multi-user diversity gain.Some numerical simulations are finally provided to verify the efficacy of our proposal. 展开更多
关键词 多用户分集 中继技术 网络系统 子载波 功率分配 正交频分复用 中继系统 高频谱效率
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Diversity-multiplexing tradeoff of half-duplex multi-input multi-output two-way relay channel with decode-and-forward protocol
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作者 苏玉萍 Li Ying Liu Yang 《High Technology Letters》 EI CAS 2015年第3期364-370,共7页
A multi-input multi-output(MIMO) separated two-way relay channel(STWRC) is considered,where two users exchange their messages via a relay node.When each link is quasi-static Rayleigh fading,the achievable diversity-mu... A multi-input multi-output(MIMO) separated two-way relay channel(STWRC) is considered,where two users exchange their messages via a relay node.When each link is quasi-static Rayleigh fading,the achievable diversity-multiplexing tradeoff(DMT) of the half-duplex STWRC is analyzed.Firstly,the achievable DMT of the STWRC with static decode-and-forward(DF) protocol is obtained.Then,a dynamic decode-and-forward(DDF) protocol for the STWRC is proposed,where the relay listening time varies dynamically with the channel qualities of the links between two users and the relay.Finally,the achievable DMT of the proposed DDF protocol is derived in a case-bycase manner.Numerical examples are also provided to verify the theoretical analysis of both protocols. 展开更多
关键词 多输入多输出 中继信道 半双工 转发 解码 协议实现 DMT MIMO
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Modified Cooperative Subchannel Allocation Algorithms and PSO Based Power Allocation for an Alamouti Decode and Forward Relaying Protocol in Multiuser OFDMA Systems
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作者 K. Shoukath Ali P. Sampath 《Circuits and Systems》 2016年第8期1769-1786,共18页
The present work is a discussion on the performance analysis of Modified Cooperative Subchannel Allocation (CSA) Algorithms which is used in Alamouti Decoded and Forward (Alamouti DF) Relaying Protocol for wireless mu... The present work is a discussion on the performance analysis of Modified Cooperative Subchannel Allocation (CSA) Algorithms which is used in Alamouti Decoded and Forward (Alamouti DF) Relaying Protocol for wireless multi-user Orthogonal Frequency Division Multiplexing Access (OFDMA) systems. In addition, the performance of approximate Symbol Error Rate (SER) for the Alamouti DF Relaying Protocol with the Cooperative Maximum Ratio Combining Technique (C-MRC) is analyzed and compared with SER upper bound. The approximate SER is asymptotically tight bound at higher Signal-to-Noise Ratio (SNR). From the asymptotic tight bound approximate SER, Particle Swarm Optimization (PSO) based Power Allocation (PA) is determined for the Alamouti DF Relaying Protocol. The simulation results suggested that the Modified Throughput based Subchannel Allocation Algorithm achieved an improved throughput of 6% to 33% compared to that of existing cooperative diversity protocol. Further, the Modified Fairness based Subchannel Allocation Algorithm rendered fairness of 7.2% to 17% among the multiuser against the existing cooperative diversity protocol. 展开更多
关键词 AMPLIFY-AND-FORWARD decode-and-forward Cooperative Relay Maximal Ratio Combining Symbol Error Rate
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基于能效的解码转发中继OFDM链路自适应功率分配方案研究 被引量:7
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作者 陈煜 方旭明 赵越 《电子与信息学报》 EI CSCD 北大核心 2013年第2期285-290,共6页
在能效问题中,设备本身的电路功耗已成为不可忽略的一部分,故将中继引入无线网络之后势必会带来更严重的电路功耗。该文基于解码转发(DF)中继OFDM频率选择性链路,结合电路所耗功率,提出一种最优能效功率分配方法,求得DF中继链路能效上界... 在能效问题中,设备本身的电路功耗已成为不可忽略的一部分,故将中继引入无线网络之后势必会带来更严重的电路功耗。该文基于解码转发(DF)中继OFDM频率选择性链路,结合电路所耗功率,提出一种最优能效功率分配方法,求得DF中继链路能效上界,同时分析了速率和功率限制对能效的影响。仿真结果表明,该文所提基于能效的功率分配算法可求出最大化能效的最优功率解,并能在保证较高速率的同时获得最好的系统能效。 展开更多
关键词 移动通信 能效 解码转发(df)中继 功率分配 正交频分复用
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解码前传半双工中继信道下协作LDPC码设计 被引量:5
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作者 陈紫强 欧阳缮 肖海林 《电子与信息学报》 EI CSCD 北大核心 2011年第11期2610-2615,共6页
为逼近解码前传半双工中继信道容量,该文提出一种协作LDPC编码结构及度分布优化方法。与双层删除LDPC码不同,该结构将中继校验比特视为协作LDPC码的一部分,目的端利用从信源和中继接收的消息进行联合译码获得信源信息。为了分析协作LDP... 为逼近解码前传半双工中继信道容量,该文提出一种协作LDPC编码结构及度分布优化方法。与双层删除LDPC码不同,该结构将中继校验比特视为协作LDPC码的一部分,目的端利用从信源和中继接收的消息进行联合译码获得信源信息。为了分析协作LDPC码性能,拓展传统外信息转移(EXIT)图,推导了基于消息错误概率的双层EXIT图噪声门限分析方法。在此基础上,提出了协作LDPC码度分布优化方法,采用差分进化算法搜索了一组具有最大噪声门限的协作LDPC码。实验仿真证明,与双层删除LDPC码相比,协作LDPC码的性能得到了不同程度的改善。 展开更多
关键词 LDPC码 中继信道 外信息转移图 解码前传 密度进化
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解码转发中继传输系统能量效率的分析与优化 被引量:2
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作者 杨洁 陈瑞 +1 位作者 郭丽红 芮雄丽 《计算机工程》 CAS CSCD 北大核心 2017年第2期163-170,共8页
针对延时约束下的解码转发单、双向中继系统,分析2种系统的能量效率,并将传输时间和发射功率联合优化,实现能量效率的最大化。通过信道容量及信噪比表达式将发射功率表示为传输时间的函数,将联合优化问题转化为2个决策变量的优化问题。... 针对延时约束下的解码转发单、双向中继系统,分析2种系统的能量效率,并将传输时间和发射功率联合优化,实现能量效率的最大化。通过信道容量及信噪比表达式将发射功率表示为传输时间的函数,将联合优化问题转化为2个决策变量的优化问题。根据多元函数极值理论和梯度下降算法寻找最佳传输时间最小化能量消耗,给出能量消耗最小化的算法。仿真结果表明,解码转发双向中继传输方式适合于上下行速率不对称的应用场合,而解码转发单向中继转发方式则适合于终端带有移动性的场合。 展开更多
关键词 单向中继 双向中继 解码转发 能量效率 功率 信噪比
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