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Effective capacity of cooperative relaying systems with non-orthogonal multiple access 非正交多址合作中继系统的有效容量
IF 2.5 4区 计算机科学 Q3 TELECOMMUNICATIONS Pub Date : 2024-03-20 DOI: 10.1007/s11235-024-01108-7

Abstract

In this paper, we present analytical results on the effective capacity (EC) for a dual-hop cooperative network employing non-orthogonal multiple access and the decode-and-forward half-duplex relaying protocol. Assuming that wireless propagation is modelled by the Nakagami-m distribution, novel analytical results for the EC are deduced. These analytical results are further extended to the generalized fading channels, modeled by a mixture gamma distribution. Our proposed analysis is validated by numerical results and Monte-Carlo simulations. Besides, the numerically evaluated results have demonstrated the impact of various system-level parameters on the performance of the considered system, including the impact of fading, the power allocation coefficient and the delay constraints.

摘要 本文提出了采用非正交多址接入和解码前向半双工中继协议的双跳合作网络有效容量(EC)的分析结果。假设无线传播以 Nakagami-m 分布为模型,我们推导出了新的有效容量分析结果。这些分析结果进一步扩展到以混合伽马分布为模型的广义衰落信道。我们提出的分析方法得到了数值结果和蒙特卡罗模拟的验证。此外,数值评估结果表明了各种系统级参数对所考虑系统性能的影响,包括衰落、功率分配系数和延迟约束的影响。
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引用次数: 0
A novel joint mapping scheme design with low PAPR aided differential chaos shift keying system 低 PAPR 辅助差分混沌移调系统的新型联合映射方案设计
IF 2.5 4区 计算机科学 Q3 TELECOMMUNICATIONS Pub Date : 2024-03-20 DOI: 10.1007/s11235-024-01122-9

Abstract

In order to further improve the transmission and spectral efficiency of the MC-DCSK system, a novel security system called Joint Mapping Multi-Carrier Differential Chaos Shift Keying (JM-MC-DCSK) is proposed in this paper. A novel joint mapping scheme is designed which consists of two parts: matrix reshaping mapping and combination mapping. Moreover, in order to correctly demodulate the information bits in the index obtained through Maximum Likelihood Estimation (MLE), we propose a new index mapping algorithm to match this joint mapping scheme. The information bits are first mapped into U mutually orthogonal matrices in the matrix reshaping mapping structure. In this structure, we employ segmental shifts of the orthogonal submatrices instead of cyclic shifts to eliminate intra-signal interference, which contributes to the reliability of the system. Then, in the combination mapping structure, the information bits are modulated by N orthogonal carriers after being replicated U times. In each carrier signal, we arbitrarily select two sequences from the U orthogonal chaotic sequences to be superimposed. This scheme can map more information symbols and the randomness of the combination selection provides more flexibility for the mapping algorithm. The Bit Error Rate is derived and analyzed under Additive White Gaussian Noise and Rayleigh Fading Channel by Gaussian approximation method and central limit theorem, and numerical simulations are conducted to verify the correctness of theory. Additionally, the simulation results demonstrate that the system also has lower BER and Peak-to-Average Power Ratio, reflecting its significant theoretical and practical engineering value.

摘要 为了进一步提高 MC-DCSK 系统的传输和频谱效率,本文提出了一种名为联合映射多载波差分混沌移频键控(JM-MC-DCSK)的新型安全系统。本文设计了一种新颖的联合映射方案,由矩阵重塑映射和组合映射两部分组成。此外,为了正确解调通过最大似然估计(MLE)获得的索引中的信息位,我们提出了一种新的索引映射算法来匹配这种联合映射方案。在矩阵重塑映射结构中,信息位首先被映射到 U 个相互正交的矩阵中。在这种结构中,我们采用正交子矩阵的分段移动而不是循环移动来消除信号内干扰,这有助于提高系统的可靠性。然后,在组合映射结构中,信息比特经 U 次复制后由 N 个正交载波调制。在每个载波信号中,我们从 U 个正交混沌序列中任意选择两个序列进行叠加。这种方案可以映射更多的信息符号,而且组合选择的随机性为映射算法提供了更大的灵活性。利用高斯近似法和中心极限定理推导和分析了加性白高斯噪声和瑞利衰落信道下的比特误码率,并进行了数值模拟以验证理论的正确性。此外,仿真结果表明该系统还具有较低的误码率和峰均功率比,体现了其重要的理论和实际工程价值。
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引用次数: 0
On the use of Walsh domain equalizer for performance enhancement of MIMO-OFDM communication systems 论使用沃尔什域均衡器提高 MIMO-OFDM 通信系统的性能
IF 2.5 4区 计算机科学 Q3 TELECOMMUNICATIONS Pub Date : 2024-03-20 DOI: 10.1007/s11235-023-01091-5
Khaled Ramadan

The purpose of this article is to investigate the viability of Multi-Carrier Modulation (MCM) systems based on the Fast Walsh Hadamard Transform (FWHT). In addition, a nonlinear Joint Low-Complexity Optimized Zero Forcing Successive Interference Cancellation (JLCOZF-SIC) equalizer is proposed. To that end, general equations for the number of flops of the proposed equalizer and various other equalizers are given. This article discusses the use of Banded Matrix Approximation (BMA) as a technique for reducing complexity. The proposed equalizer uses BMA to accomplish both equalization and co-Carrier Frequency Offset (co-CFO) corrections. In addition, three cases involving the proposed equalizer were investigated. In the first case, diagonal compensation is used. In the second case, BMA compensation is used. In the third case, complete matrix compensation is used. In the presence of frequency offset, noise, and frequency-selective Rayleigh fading environments, analysis and simulation results show that the OFDM-FWHT system with the proposed equalizer outperforms the conventional OFDM system with various linear and nonlinear equalizers.

本文旨在研究基于快速沃尔什-哈达玛变换(FWHT)的多载波调制(MCM)系统的可行性。此外,还提出了一种非线性联合低复杂度优化零强迫连续干扰消除(JLCOZF-SIC)均衡器。为此,文章给出了拟议均衡器和其他各种均衡器的翻转次数一般公式。本文讨论了带状矩阵逼近(BMA)作为一种降低复杂性的技术的使用。建议的均衡器使用 BMA 完成均衡和共载波频率偏移(co-CFO)校正。此外,还研究了涉及拟议均衡器的三种情况。第一种情况是使用对角补偿。第二种情况是使用 BMA 补偿。在第三种情况下,使用完全矩阵补偿。分析和仿真结果表明,在存在频率偏移、噪声和频率选择性瑞利衰落的环境下,采用所提均衡器的 OFDM-FWHT 系统优于采用各种线性和非线性均衡器的传统 OFDM 系统。
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引用次数: 0
Adaptive MIMO-FSO space diversity MRC reception characteristics over Malaga turbulence channel with pointing errors 带有指向误差的马拉加湍流信道上的自适应 MIMO-FSO 空间分集 MRC 接收特性
IF 2.5 4区 计算机科学 Q3 TELECOMMUNICATIONS Pub Date : 2024-03-19 DOI: 10.1007/s11235-024-01114-9

Abstract

Atmospheric turbulence channels experience quasi-static fading, which makes it relatively straightforward to utilize feedback information for link adaptive transmission. Applying adaptive modulation to MIMO systems can effectively mitigate the degradation of Free-Space Optical (FSO) signals under adverse turbulence conditions. In this paper, the joint influence of pointing error and Malaga distribution turbulence fading on the probability density function (PDF) of the received light intensity of a MIMO channel employing maximal ratio combining (MRC) is considered. The PDF of MRC combined channel is derived based on the moment generation function. Then, using the cumulative density function (CDF)-based method, we analyze the asymptotic spectral efficiency (SE) and average bit error rate (BER) performance of the adaptive MPSK-MIMO system under different turbulence intensities, beam waist radius, jitter standard deviation, and the number of transmit/receive apertures. In addition, we also compare the average BER performance of adaptive and non-adaptive MIMO systems with MRC receivers. Monte Carlo simulation further verifies our analysis. The derived results help quantify the diversity order of the systems we are considering.

摘要 大气湍流信道会出现准静态衰落,这使得利用反馈信息进行链路自适应传输变得相对简单。在多输入多输出(MIMO)系统中应用自适应调制可以有效缓解自由空间光学(FSO)信号在不利湍流条件下的衰减。本文考虑了指向误差和马拉加分布湍流衰减对采用最大比组合(MRC)的多输入多输出信道接收光强概率密度函数(PDF)的共同影响。MRC 组合信道的 PDF 基于矩生成函数得出。然后,利用基于累积密度函数(CDF)的方法,我们分析了自适应 MPSK-MIMO 系统在不同湍流强度、波束腰半径、抖动标准偏差和发射/接收孔径数下的渐近谱效率(SE)和平均误码率(BER)性能。此外,我们还比较了采用 MRC 接收器的自适应和非自适应 MIMO 系统的平均误码率性能。蒙特卡罗模拟进一步验证了我们的分析。得出的结果有助于量化我们所考虑的系统的分集阶。
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引用次数: 0
Robust transmission design for active IRS-aided multiuser MIMO cognitive radio systems with non-linear energy harvesting models 采用非线性能量收集模型的主动 IRS 辅助多用户 MIMO 认知无线电系统的鲁棒传输设计
IF 2.5 4区 计算机科学 Q3 TELECOMMUNICATIONS Pub Date : 2024-03-19 DOI: 10.1007/s11235-024-01117-6
Pham Van Quyet, Ha Hoang Kha

This paper studies a multiuser multiple-input multiple-output simultaneous wireless information and power transfer cognitive radio system with the aid of an active intelligent reflecting surface (IRS). Considering the scenario that nonlinear energy harvesting models and power splitting (PS) protocols are adopted at energy receivers and that channel state information (CSI) imperfections of the channels to the primary users (PUs) are taken into consideration, we aim at designing the secondary base station (SBS) transmit precoding matrices, the IRS reflection coefficient matrix, and the secondary user (SU) PS ratios. The design objective is to maximize the system sum-rate (SR) under the transmit power constraints at the SBS, amplification power constraints at the IRS, amplitude constraints on IRS reflection elements, robust interference power (IP) constraints at the PUs, and minimum harvested energy constraints at the SUs. The formulated optimization problem is intractable to directly solve since the design variables are nonlinearly coupled, the objective function and constraints are highly nonconvex, and robust IP constraints are semi-infinite. To tackle the mathematical challenges, we derive the amenable surrogate functions and constraints while to handle the semi-infinite robust IP constraints, we transform them into linear matrix inequalities. Then, to find optimized solutions to the considered design problem, we exploit alternating optimization frames to derive an efficient iterative algorithm (IA). The convergence and computational complexity of the developed IA are shown. Simulation results illustrate the performance gains of the designed problem and robustness of IP constraints against CSI imperfections. Additionally, the numerical results show that the active IRS-aided systems exhibit superior SR performance over the passive IRS-aided systems.

本文研究了一种借助有源智能反射面(IRS)的多用户多输入多输出同步无线信息和功率传输认知无线电系统。考虑到能量接收器采用非线性能量收集模型和功率分配(PS)协议,以及主用户(PU)信道的信道状态信息(CSI)不完善,我们旨在设计二级基站(SBS)发射预编码矩阵、IRS 反射系数矩阵和二级用户(SU)PS 比率。设计目标是在 SBS 的发射功率约束、IRS 的放大功率约束、IRS 反射元件的振幅约束、PU 的稳健干扰功率(IP)约束和 SU 的最小收获能量约束下,最大化系统和率(SR)。由于设计变量是非线性耦合的,目标函数和约束条件是高度非凸的,而鲁棒性 IP 约束条件是半无限的,因此所提出的优化问题难以直接求解。为了解决数学难题,我们推导出了可代用的函数和约束条件,而为了处理半无限鲁棒 IP 约束条件,我们将其转换为线性矩阵不等式。然后,为了找到所考虑的设计问题的优化解决方案,我们利用交替优化框架推导出一种高效的迭代算法(IA)。我们展示了所开发的迭代算法的收敛性和计算复杂性。仿真结果表明了所设计问题的性能提升以及 IP 约束对 CSI 不完善的鲁棒性。此外,数值结果表明,主动 IRS 辅助系统的 SR 性能优于被动 IRS 辅助系统。
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引用次数: 0
Analysis of Bayesian game theoretic approach for the target channel selection of secondary user under heterogeneous cognitive radio network 异构认知无线电网络下二级用户目标信道选择的贝叶斯博弈论方法分析
IF 2.5 4区 计算机科学 Q3 TELECOMMUNICATIONS Pub Date : 2024-03-18 DOI: 10.1007/s11235-024-01118-5

Abstract

This article delves into the investigation of parameters and associated issues in the context of a Bayesian game theory-based approach for selecting the target channel for secondary users in a licensed heterogeneous cognitive radio network. In such networks, cognitive or secondary users can enhance their activity within a licensed spectrum by dynamically selecting an available spectrum, thereby addressing the scarcity issue in the radio spectrum. The study adopts a game model where each user is treated as a network player, with the channel payoff or utility function serving as a crucial parameter for target channel selection. The game theory approach assumes that each player possesses knowledge of other players’ payoffs, although this assumption may only hold for some games. In auction-based games, for instance, other players’ payoffs or profits are unknown, introducing uncertainty. This type of game model falls under the Bayesian game model. The article presents the Bayesian battle of the sexes approach to address uncertainty in other players’ payoffs or profits and proposes possible causes for channel selection. The best response for secondary users and channel payoffs is computed using this approach. The Bayesian Nash equilibrium calculates the average payoff, taking into account various spectrum handoff parameters like waiting time and inactive probability. This comprehensive analysis aims to calculate the overall network characteristics in the given heterogeneous cognitive radio environment.

摘要 本文深入研究了基于贝叶斯博弈论的方法中的参数和相关问题,该方法用于在特许异构认知无线电网络中为次级用户选择目标信道。在这种网络中,认知用户或次级用户可以通过动态选择可用频谱来增强其在许可频谱内的活动,从而解决无线电频谱稀缺的问题。本研究采用博弈模型,将每个用户视为网络参与者,将信道报酬或效用函数作为目标信道选择的关键参数。博弈论方法假设每个参与者都知道其他参与者的回报,但这一假设可能只在某些博弈中成立。例如,在基于拍卖的博弈中,其他参与者的回报或利润是未知的,这就引入了不确定性。这类博弈模型属于贝叶斯博弈模型。文章介绍了贝叶斯性别之争方法,以解决其他参与者的报酬或利润的不确定性问题,并提出了渠道选择的可能原因。利用这种方法计算了二级用户和信道报酬的最佳响应。贝叶斯纳什均衡计算平均回报,同时考虑到各种频谱切换参数,如等待时间和非活动概率。这项综合分析旨在计算给定异构认知无线电环境中的整体网络特性。
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引用次数: 0
Artificial neural network-based multiband μ-negative Hilbert curve fractal antenna using RSRR unit cell 使用 RSRR 单元的基于人工神经网络的多频带 μ 负希尔伯特曲线分形天线
IF 2.5 4区 计算机科学 Q3 TELECOMMUNICATIONS Pub Date : 2024-03-18 DOI: 10.1007/s11235-024-01119-4
S. Rajapriya, R. Samson Daniel

An electrically small multiband planar antenna is presented by using rectangular split ring resonator (RSRR) metamaterial element for LTE, WiMAX and WLAN applications. The designed antenna possesses asymmetric coplanar strip (ACS)-fed Hilbert Curve Fractal Antenna (HCFA) loaded with RSRR metamaterial for multiband radiation at 1.44 GHz, 3.76 GHz and 5.27 GHz. ACS-fed HCFA is responsible for creating the first (at 1.44 GHz) and second (at 3.76 GHz) resonance frequencies owing to the coupling between ACS-fed HCFA and ground plane. Moreover, the RSRR yields upper resonance at 5.27 GHz owing to the metamaterial transmission line. The stop band and pass band nature of the RSRR and its negative permeability characteristics are described using an effective medium theory. An equivalent circuit model of the proposed antenna is investigated with the help of Agilent ADS to validate the operating frequencies. Also, the geometrical parameters have been optimized using the artificial neural network (ANN), which is performed by MATLAB. The proposed antenna has been fabricated on a 18 × 16.5 × 1.6 mm3 FR-4 dielectric having ({upvarepsilon }_{{text{r}}}) = 4.4 and (tan {updelta }) = 0.02. It provides multiband response at 1.4 GHz, 4.4 GHz and 5.3 GHz with a − 10 dB impedance bandwidth of 330 MHz, 570 MHz, and 340 MHz, respectively, which is usable for LTE, WiMAX and WLAN band applications.

通过使用矩形分裂环谐振器(RSRR)超材料元件,介绍了一种用于 LTE、WiMAX 和 WLAN 应用的小型多频带平面天线。所设计的天线采用非对称共面带(ACS)馈电希尔伯特曲线分形天线(HCFA),加载了 RSRR 超材料,可在 1.44 GHz、3.76 GHz 和 5.27 GHz 进行多频带辐射。由于 ACS-Fed HCFA 和地平面之间的耦合,ACS-fed HCFA 负责产生第一(1.44 GHz)和第二(3.76 GHz)共振频率。此外,由于超材料传输线的存在,RSRR 在 5.27 GHz 处产生了上谐振。使用有效介质理论描述了 RSRR 的阻带和通带性质及其负磁导率特性。在 Agilent ADS 的帮助下,研究了拟议天线的等效电路模型,以验证工作频率。此外,还利用人工神经网络(ANN)对几何参数进行了优化,优化工作由 MATLAB 完成。拟议的天线是在 18 × 16.5 × 1.6 mm3 的 FR-4 介质上制造的,其 ({upvarepsilon }_{{text{r}}}) = 4.4,(tan {updelta }) = 0.02。它在 1.4 GHz、4.4 GHz 和 5.3 GHz 提供多频带响应,阻抗带宽分别为 330 MHz、570 MHz 和 340 MHz(- 10 dB),可用于 LTE、WiMAX 和 WLAN 频段应用。
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引用次数: 0
An energy efficient data fault prediction based clustering and routing protocol using hybrid ASSO with MERNN in wireless sensor network 无线传感器网络中使用混合 ASSO 和 MERNN 的基于能效数据故障预测的聚类和路由协议
IF 2.5 4区 计算机科学 Q3 TELECOMMUNICATIONS Pub Date : 2024-03-16 DOI: 10.1007/s11235-024-01109-6
G. Mahalakshmi, S. Ramalingam, A. Manikandan

Wireless sensor networks (WSNs) and Internet of Things (IoT) are essential for numerous applications. WSN nodes often operate on limited battery capacity, so energy efficiency is a significant problem for clustering and routing. In addition to these limitations, one of the primary issues of WSNs is achieving reliability and security of transmitted data in vulnerable environments to prevent malicious node attacks. This work aims to develop a secure and energy-efficient routing protocol for fault data prediction to enhance WSNs network lifespan and data reliability. The proposed technique has three major phases: cluster construction, optimal route selection, and intrusion detection. The adaptive shark smell optimization (ASSO) technique was initially used with three input parameters for CH selection. These parameters are the residual energy, the distance to the BS, and the node density. After clustering, salp swarm optimization (SSO) is used to select the optimum path for data transmission between clusters, resulting in an energy-efficient WSN. Finally, to ensure the security of cluster-based WSNs, an effective intrusion detection system based on a modified Elman recurrent neural network (MERNN) is implemented to detect the presence of intrusions in the network. The experimental results show that it outperforms the competing methods in various performance metrics. The performance results of quality of service (QoS) parameters are expressed as dispersion value (0.8072), packet delivery rate (98%), average delay (160 ms), network lifetime (3200 rounds), and the accuracy of this method is 99.2%. Compared to the SVM, ELM, HMM, and MK-ELM protocols, the proposed protocol increases network lifetime by 77%, 60%, 45.4%, and 14.2%, respectively.

无线传感器网络(WSN)和物联网(IoT)在众多应用中必不可少。WSN 节点通常在电池容量有限的情况下运行,因此能源效率是集群和路由选择的一个重要问题。除了这些限制外,WSN 的主要问题之一是在脆弱环境中实现传输数据的可靠性和安全性,以防止恶意节点攻击。本研究旨在开发一种安全、节能的路由协议,用于故障数据预测,以提高 WSNs 网络寿命和数据可靠性。所提出的技术包括三个主要阶段:簇构建、最优路由选择和入侵检测。最初使用自适应鲨鱼嗅觉优化(ASSO)技术,为 CH 选择设置三个输入参数。这些参数是剩余能量、到 BS 的距离和节点密度。聚类后,使用 salp swarm optimization(SSO)来选择簇间数据传输的最佳路径,从而实现高能效的 WSN。最后,为确保基于集群的 WSN 的安全性,基于改进的 Elman 循环神经网络(MERNN)实现了有效的入侵检测系统,以检测网络中是否存在入侵。实验结果表明,该系统在各种性能指标上都优于其他竞争方法。服务质量(QoS)参数的性能结果表现为分散值(0.8072)、数据包送达率(98%)、平均延迟(160 毫秒)、网络寿命(3200 轮),该方法的准确率为 99.2%。与 SVM、ELM、HMM 和 MK-ELM 协议相比,所提出的协议分别增加了 77%、60%、45.4% 和 14.2% 的网络寿命。
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引用次数: 0
Design issues in “a secure and efficient key agreement framework for critical energy infrastructure using mobile device” 使用移动设备的关键能源基础设施安全高效密钥协议框架 "中的设计问题
IF 2.5 4区 计算机科学 Q3 TELECOMMUNICATIONS Pub Date : 2024-03-15 DOI: 10.1007/s11235-024-01127-4
Zhengjun Cao

We show that the scheme (Telecommun Syst 78:539–557, 2021) is flawed. It uses a symmetric key encryption to transfer data between vehicles and the grid. But the specified symmetric key is easily retrieved by an adversary, which results in the loss of data confidentiality, and makes it vulnerable to impersonation attack, man-in-the-middle attack, and replay attack. We also present a method to fix this flaw and remove some superfluous communications in its registration phase.

我们证明了该方案(Telecommun Syst 78:539-557, 2021)存在缺陷。它使用对称密钥加密在车辆和电网之间传输数据。但指定的对称密钥很容易被对手检索到,从而导致数据失密,并容易受到冒名攻击、中间人攻击和重放攻击。我们还提出了一种修复这一缺陷的方法,并删除了注册阶段的一些多余通信。
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引用次数: 0
A single-channel blind source separation algorithm based on improved wavelet packet and variational mode decomposition 基于改进小波包和变异模式分解的单通道盲源分离算法
IF 2.5 4区 计算机科学 Q3 TELECOMMUNICATIONS Pub Date : 2024-03-11 DOI: 10.1007/s11235-024-01115-8
Wensheng Zhao, Weihong Fu

According to the theory of single channel blind source separation (SCBSS), the algorithm based on virtual channel expansion must be established in a known source number, and most algorithms can only separate two source signals. When separating multiple source signals, the performance will deteriorate sharply. Since the existing methods of this kind use only a single algorithm for virtual channel expansion, they cannot retain all the source signals’ valuable information and effectively separate the multiple source signals. From the perspective of making the constructed virtual multi-channel signal contain enough information of the source signals as much as possible, this paper proposes a SCBSS algorithm based on improved wavelet packet and variational mode decomposition (IWP-VMD-SCBSS). Firstly, the source number is estimated according to the interval sampling method and the minimum description length (MDL) criterion. Secondly, the signal reconstruction method based on improved wavelet packet decomposition (IWPD) is used to reconstruct multiple purer virtual signals. Then the virtual signals are combined with the first intrinsic mode function (IMF) of two-level variational mode decomposition (VMD) and the original single-channel observed signal to constitute a virtual multi-channel signal. Finally, the joint approximate diagonalization of eigen-matrices (JADE) algorithm is used to process the virtual multi-channel observed signal to achieve BSS and obtain estimated source signals. The simulation results indicate that the IWP-VMD-SCBSS algorithm can achieve a lower symbol error rate (SER) than existing algorithms and lower computational complexity. It can solve the SCBSS problem of multiple communication signals effectively under an unknown source number.

根据单信道盲源分离(SCBSS)理论,基于虚拟信道扩展的算法必须建立在已知信源数的基础上,而大多数算法只能分离两个信源信号。当分离多个源信号时,性能会急剧下降。由于现有的此类方法仅使用单一算法进行虚拟信道扩展,因此无法保留所有信源信号的有价值信息,也无法有效分离多个信源信号。从尽可能使构建的虚拟多通道信号包含足够多的源信号信息的角度出发,本文提出了一种基于改进小波包和变模分解的 SCBSS 算法(IWP-VMD-SCBSS)。首先,根据区间采样法和最小描述长度(MDL)准则估算信号源编号。其次,使用基于改进小波包分解(IWPD)的信号重建方法来重建多个更纯净的虚拟信号。然后,将虚拟信号与两级变异模态分解(VMD)的第一本征模态函数(IMF)和原始单通道观测信号相结合,构成虚拟多通道信号。最后,利用特征矩阵联合近似对角化(JADE)算法处理虚拟多通道观测信号,实现 BSS 并获得估计的源信号。仿真结果表明,与现有算法相比,IWP-VMD-SCBSS 算法的符号错误率(SER)更低,计算复杂度也更低。它能有效解决未知信号源数量下的多通信信号 SCBSS 问题。
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引用次数: 0
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Telecommunication Systems
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