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Resource optimization for cooperative SWIPT-NOMA systems with imperfect SIC 具有不完善 SIC 的 SWIPT-NOMA 合作系统的资源优化
IF 3 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-06 DOI: 10.1016/j.aeue.2024.155517

This paper investigates a cooperative non-orthogonal multiple access (NOMA) system designed for multiple users. It integrates simultaneous wireless information and power transfer (SWIPT) while accounting for the imperfections in successive interference cancellation (SIC). In this scenario, a nearby user functions as a relay for a more distant user. Through the utilization of a power splitting (PS) protocol, the nearby user adeptly manages both energy harvesting and decoding signals from users. A user pairing strategy is employed, aiming to guarantee a significant contrast in channel gains between users within each pair. Subsequently, the power allocation coefficients and PS factor for each cluster are derived to optimize the performance of nearby users and amplify the overall system throughput. This optimization takes into account the individual target rates of each user while accommodating the presence of imperfect SIC. Numerical results affirm the enhanced performance of the nearby user, showcasing greater system throughput and minimal outage probability compared to existing schemes, even in the presence of imperfect SIC.

本文研究了一种为多用户设计的合作式非正交多址(NOMA)系统。该系统集成了同步无线信息和功率传输(SWIPT),同时考虑了连续干扰消除(SIC)的不完善之处。在这种情况下,附近的用户充当较远用户的中继站。通过使用功率分配(PS)协议,附近的用户可以很好地管理能量收集和解码来自用户的信号。采用用户配对策略,目的是保证每对用户之间的信道增益差异显著。随后,推导出每个群组的功率分配系数和 PS 因子,以优化附近用户的性能,并扩大整个系统的吞吐量。这种优化既考虑到了每个用户的目标速率,又兼顾了不完美 SIC 的存在。数值结果证实了附近用户性能的增强,与现有方案相比,即使在不完善的 SIC 存在的情况下,也能显示出更大的系统吞吐量和最小的中断概率。
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引用次数: 0
Encoding reality with semantic interpretation in metaverse interactions 在元宇宙互动中用语义解释对现实进行编码
IF 3 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-05 DOI: 10.1016/j.aeue.2024.155512

In the rapidly evolving landscape of the metaverse, efficiently managing and processing vast amounts of data is a critical challenge. This paper introduces a novel data management framework designed specifically for the metaverse, addressing the complexities of handling extensive data in its increasingly intricate and expansive digital environments. Leveraging advancements in wireless communication technologies, our framework optimizes resource allocation while managing massive data loads. We propose an innovative approach that integrates change grading and semantic encoding techniques, utilizing edge computing to process data locally and reduce server load. By processing data locally and minimizing server load, our approach stores static scenes on local devices and detects significant changes by comparing them with newly captured data. This selective transmission of only new or altered information based on change grades dramatically reduces bandwidth requirements and boosts network efficiency. This paper details the technical aspects of our methodology, showcases experimental results that demonstrate its effectiveness, and discusses its implications for the future scalability and sustainability of metaverse architectures. Our framework aims to refine the real-time digital representation of the metaverse, ensuring its operational efficiency and continuous accessibility as it evolves.

在快速发展的元宇宙环境中,高效管理和处理海量数据是一项严峻挑战。本文介绍了一种专为元宇宙设计的新型数据管理框架,以解决在日益复杂和广阔的数字环境中处理大量数据的复杂问题。利用无线通信技术的进步,我们的框架在管理海量数据负载的同时优化了资源分配。我们提出了一种创新方法,该方法整合了变化分级和语义编码技术,利用边缘计算在本地处理数据并减少服务器负载。通过在本地处理数据并最大限度地减少服务器负载,我们的方法将静态场景存储在本地设备上,并通过与新捕获的数据进行比较来检测重大变化。这种根据变化等级有选择地只传输新信息或已更改信息的做法,大大降低了带宽需求,提高了网络效率。本文详细介绍了我们的方法的技术方面,展示了证明其有效性的实验结果,并讨论了其对未来元宇宙架构的可扩展性和可持续性的影响。我们的框架旨在完善元宇宙的实时数字表示,确保其运行效率,并随着元宇宙的演化而不断提高其可访问性。
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引用次数: 0
Enhancing 5G performance: A standalone system platform with customizable features 增强 5G 性能:具有可定制功能的独立系统平台
IF 3 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-05 DOI: 10.1016/j.aeue.2024.155515

The fifth generation (5G) mobile networks have introduced new features compared to the previous generation that resulted in increased overall throughput and decreased latency. At the same time, the complexity of 5G-based standards and deployment scenarios is increasing. This further drives the development of software for testing new ideas and different 5G and Beyond-5G use cases in academia and industry. In this paper we propose a flexible end-to-end (E2E) standalone 5G system platform based on the Open Air Interface software, which is fully reprogrammable and customizable. We created a set of Linux shell scripts, which improves the ease of use of the software, speeding up the process of implementing different connectivity scenarios. We present the main capabilities of the platform and the achievable throughput and latency for different bandwidth parts. Setting the DL/UL Transmission periodicity to 2 ms, we measured a latency of 6.78 ms for the mean RTT value, which is acceptable for many applications requiring low latency.

与上一代网络相比,第五代(5G)移动网络引入了新功能,从而提高了总体吞吐量并降低了延迟。与此同时,基于 5G 的标准和部署方案的复杂性也在增加。这进一步推动了学术界和工业界用于测试新想法和不同 5G 及 Beyond-5G 用例的软件开发。在本文中,我们提出了一个灵活的端到端(E2E)独立 5G 系统平台,该平台基于开放式空中接口软件,可完全重新编程和定制。我们创建了一套 Linux shell 脚本,提高了软件的易用性,加快了实现不同连接方案的进程。我们将介绍该平台的主要功能以及不同带宽部分可实现的吞吐量和延迟。将 DL/UL 传输周期设为 2 毫秒,我们测得平均 RTT 值的延迟为 6.78 毫秒,这对于许多要求低延迟的应用来说是可以接受的。
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引用次数: 0
Analysis and design of symmetrical coupled Doherty power amplifier with extended high-efficiency range 具有扩展高效率范围的对称耦合 Doherty 功率放大器的分析与设计
IF 3 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-05 DOI: 10.1016/j.aeue.2024.155509

This paper presents a novel Doherty power amplifier (DPA) structure that employs two equal-cell transistors with an extended high-efficiency range. It is illustrated that the DPA high-efficiency range can be extended by employing a novel coupler-based network through introducing different impedance at the isolation port, which can improve the back-off range. The corresponding theoretical architecture of the proposed coupled DPA is constructed with design parameters. The load modulation effect with different circuit parameters are also analyzed, and DPA performance in different back-off range can be obtained. To validate the proposed architecture, a symmetrical coupled DPA with a high-efficiency range of around 9 dB is designed at 2 GHz. Under the continuous-wave(CW) signal, the fabricated DPA achieves saturated output power of 44.2 dBm and saturated drain efficiency (DE) of 65%. At 8.5 dB back-off, DE of 51.2% can be obtained with a gain of 14 dB. When driven by a 20 MHz Long Term Evolution (LTE) signal with 8 dB peak to average power ratio (PAPR), the measured adjacent channel power ratio (ACPR) keeps better than −20 dBc without linearization. The measurement results well conform to the theoretical analysis and simulation results.

本文介绍了一种新型多尔蒂功率放大器(DPA)结构,它采用两个等效单元晶体管,具有更宽的高效率范围。它说明了通过在隔离端口引入不同的阻抗,采用基于耦合器的新型网络可以扩展 DPA 的高效率范围,从而改善背离范围。利用设计参数构建了拟议耦合 DPA 的相应理论结构。此外,还分析了不同电路参数下的负载调制效应,并获得了不同背离范围内的 DPA 性能。为了验证所提出的结构,设计了一个对称耦合 DPA,其在 2 GHz 频率下的效率范围约为 9 dB。在连续波(CW)信号下,所制造的 DPA 实现了 44.2 dBm 的饱和输出功率和 65% 的饱和漏极效率(DE)。在 8.5 dB 偏置下,增益为 14 dB 时的漏极效率为 51.2%。当由峰值与平均功率比(PAPR)为 8 dB 的 20 MHz 长期演进(LTE)信号驱动时,在不进行线性化的情况下,测得的邻道功率比(ACPR)保持在优于 -20 dBc 的水平。测量结果与理论分析和仿真结果完全吻合。
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引用次数: 0
Broadband equal-cell Doherty power amplifier with extended back-off range based on asymmetrical voltage and nonlinear current profiles 基于非对称电压和非线性电流曲线的宽带等容 Doherty 功率放大器,具有更宽的关断范围
IF 3 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-05 DOI: 10.1016/j.aeue.2024.155511

This paper proposes a generalized design methodology for extending the bandwidth and output back-off range of an equal-cell Doherty power amplifier (EC-DPA). The parameters of the EC-DPA combiner are derived based on pre-defined asymmetrical voltage and nonlinear current profiles. It is illustrated that the design parameters of the EC-DPA can be expressed as a function of the combining load. Then, the combining load can be optimized to extend the bandwidth of the proposed EC-DPA. As a validation, an 1.4–2.1 GHz EC-DPA with extended output back-off range is implemented in this paper. Under a continuous-wave (CW) signal excitation, the fabricated EC-DPA achieves a maximum output power of 42.6–43.8 dBm, a saturation drain efficiency (DE) of 50.2%–70.2% and a 10 dB back-off DE of 45.2%–53.7% over 1.4–2.1 GHz. Moreover, under the excitation of a 20 MHz modulated signal with a peak-to-average power ratio (PAPR) of 8.0 dB, the measured adjacent channel leakage ratios (ACLRs) of the fabricated EC-DPA changes from −36.2 dBc to −25.5 dBc at the lower band and from −34.6 to −23.8 dBc at the upper band over 1.4–2.1 GHz when the average output power is 35.0 dBm.

本文提出了一种通用设计方法,用于扩展等效单元 Doherty 功率放大器(EC-DPA)的带宽和输出背离范围。EC-DPA 组合器的参数是根据预定义的非对称电压和非线性电流曲线推导出来的。说明 EC-DPA 的设计参数可表示为组合负载的函数。然后,可以通过优化组合负载来扩展拟议 EC-DPA 的带宽。作为验证,本文实现了一个具有扩展输出偏移范围的 1.4-2.1 GHz EC-DPA。在连续波(CW)信号激励下,所制造的 EC-DPA 在 1.4-2.1 GHz 频率范围内实现了 42.6-43.8 dBm 的最大输出功率、50.2%-70.2% 的饱和漏极效率(DE)和 45.2%-53.7% 的 10 dB 回退 DE。此外,在峰均功率比(PAPR)为 8.0 dB 的 20 MHz 调制信号激励下,当平均输出功率为 35.0 dBm 时,在 1.4-2.1 GHz 频段内,所制造的 EC-DPA 的测量邻道泄漏比(ACLR)从低频段的 -36.2 dBc 变为 -25.5 dBc,而在高频段则从 -34.6 dBc 变为 -23.8 dBc。
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引用次数: 0
Dynamics of a two-neuron hopfield neural network: Memristive synapse and autapses and impact of fractional order 双神经元跳场神经网络的动力学:膜突触和自突触以及分数阶的影响
IF 3 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-02 DOI: 10.1016/j.aeue.2024.155506

There are numerous studies on Hopfield neural networks with electromagnetic induction using memristors in either autaptic or synaptic connections. In this study, we explore a novel scenario where all connections are influenced by electromagnetic induction. We investigate and compare the network’s dynamics with one memristive autapse, two memristive autapses, and a memristive synapse. The results indicate that having two memristive autapses instead of one increases the dynamical range, leading to chaotic dynamics in unequal autaptic strengths. In contrast, in the presence of the memristive synapse, chaos can emerge only in very strong synaptic strength. Using fractional-order derivatives can transform the periodic attractor of the integer-order model into a chaotic one in some parameters. Furthermore, incorporating more memristors leads to chaos at lower fractional orders.

关于在自触或突触连接中使用忆阻器进行电磁感应的 Hopfield 神经网络的研究不胜枚举。在本研究中,我们探索了一种所有连接都受电磁感应影响的新情况。我们研究并比较了一个忆阻器自突触、两个忆阻器自突触和一个忆阻器突触的网络动力学。结果表明,两个忆阻自突触而不是一个忆阻自突触会增加动态范围,导致自突触强度不等时的混沌动态。相反,在有记忆性突触的情况下,只有在突触强度非常大时才会出现混乱。使用分数阶导数可以将整数阶模型的周期性吸引子转化为某些参数下的混沌吸引子。此外,加入更多的记忆突触会导致较低分数阶的混沌。
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引用次数: 0
Highly sensitive dual-functional all-dielectric biosensor for hemoglobin and cancer detection 用于检测血红蛋白和癌症的高灵敏度双功能全介电生物传感器
IF 3 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-09-02 DOI: 10.1016/j.aeue.2024.155504

This paper is the first demonstration of a dual-functional metasurface (DFM) based on all-dielectric materials for biosensing applications. The proposed biosensor possesses a unique capability to switch between polarization conversion and absorber functionalities owing to the phase changing properties of VO2. Accordingly, the sensor works in two modes: a highly sensitive reflective cross-polarization converter mode (4.38 - 5.08 THz) and an absorber mode (4.36 - 5.96 THz), both of which hold significant promise for the detection of hemoglobin and cancer cells, respectively. When VO2 is in the insulating state, the reflective cross-polarization converter function of this biosensor exhibits exceptional sensitivity of 3.08 THz/RIU for hemoglobin detection. This is the highest sensitivity among the existing THz based biosensors. Likewise, the same biosensor transforms into an absorber when VO2 is in the conducting state, offering an impressive sensitivity of 2.93 THz/RIU for detection of cancerous cells. The all-dielectric based DFM biosensor also provides a high degree of angular stability, providing stable response for incident angles of up to 60° for both its polarization converter and absorber functions.

本文首次展示了一种基于全介电材料的双功能元表面(DFM),可用于生物传感应用。由于 VO2 的相变特性,所提出的生物传感器具有在偏振转换和吸收功能之间切换的独特能力。因此,该传感器可在两种模式下工作:高灵敏度的反射式交叉极化转换器模式(4.38 - 5.08 THz)和吸收器模式(4.36 - 5.96 THz),这两种模式分别在检测血红蛋白和癌细胞方面大有可为。当 VO2 处于绝缘状态时,这种生物传感器的反射式交叉极化转换器功能在检测血红蛋白方面表现出 3.08 THz/RIU 的超高灵敏度。这是现有太赫兹生物传感器中灵敏度最高的。同样,当 VO2 处于导电状态时,同一生物传感器会转变为吸收器,在检测癌细胞时可提供令人印象深刻的 2.93 THz/RIU 灵敏度。基于全介质的 DFM 生物传感器还具有高度的角度稳定性,其偏振转换器和吸收器功能可在入射角度高达 60° 时提供稳定响应。
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引用次数: 0
Intelligent resource allocation in hybrid RF/LiFi networks via deep deterministic policy gradient based DRL mechanism 通过基于深度确定性策略梯度的 DRL 机制实现射频/WiFi 混合网络中的智能资源分配
IF 3 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-08-31 DOI: 10.1016/j.aeue.2024.155499

A hybrid radio frequency (RF) and light fidelity (LiFi) network combines the strengths of RF and LiFi technologies. RF offers broad coverage, while LiFi provides high data rates. As these technologies operate on non-interfering spectra, they can co-exist without interfering with each other. This setup not only boosts data rate but also makes the network more reliable, especially when physical obstacles might block signals. However, resource management in hybrid RF/LiFi networks is challenging because of the dynamic environment and the different characteristics of the two technologies. Efficient resource allocation maximizes the data rate in these networks. In this paper, we introduce a model-free deep reinforcement learning (DRL) approach to solve the resource allocation problem in hybrid RF/LiFi networks. Our DRL model is designed to handle real-world conditions, considering factors like blockages and user mobility. Unlike traditional methods that need extensive modeling and assumptions, our approach learns directly from interacting with the environment, making it highly adaptable and robust. Through simulations, it is observed that our method improves resource utilization and overall network performance, achieving a 62.8% increase in sum rate and a 42.8% improvement in optimal transmit power compared to conventional methods.

射频(RF)和光保真(LiFi)混合网络结合了射频和 LiFi 技术的优势。射频技术覆盖范围广,而 LiFi 技术数据传输率高。由于这些技术在互不干扰的频谱上运行,因此可以共存而互不干扰。这种设置不仅提高了数据传输速率,还使网络更加可靠,尤其是在物理障碍物可能阻挡信号的情况下。然而,由于动态环境和两种技术的不同特性,射频/LiFi 混合网络的资源管理具有挑战性。高效的资源分配可最大限度地提高这些网络的数据传输速率。本文介绍了一种无模型深度强化学习(DRL)方法,用于解决射频/LiFi 混合网络中的资源分配问题。我们的 DRL 模型旨在处理真实世界的条件,同时考虑到阻塞和用户移动性等因素。与需要大量建模和假设的传统方法不同,我们的方法直接从与环境的交互中学习,因此具有很强的适应性和鲁棒性。通过模拟观察,我们的方法提高了资源利用率和整体网络性能,与传统方法相比,总和速率提高了 62.8%,最佳发射功率提高了 42.8%。
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引用次数: 0
A 99.99% current efficiency fast transient response capacitor-less LDO with feedforward compensation technique based on small-signal gain stage 基于小信号增益级的前馈补偿技术的 99.99% 电流效率快速瞬态响应无电容 LDO
IF 3 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-08-28 DOI: 10.1016/j.aeue.2024.155501

An ultra-low power capacitor-less LDO with feedforward compensation technique based on the small-signal gain stage and composite transient enhancement structure is proposed. The feedforward compensation technique based on the small-signal gain stage reaches a low frequency zero ,by utilizing the compensating effect of the zero to relieve the adverse effects of the pole, thereby enhancing the stability and performance of the circuit. Furthermore, the small gain stage can adjust the quiescent current consumption,contributing to a significant reduction in system energy consumption. The proposed composite transient enhancement structure can reduce the transition time of the circuit, adjust the gain of the circuit under different operating conditions to achieve precise gain control and improve the transient performance of the system. The proposed LDO is designed using SMIC 0.18um CMOS process. The simulation results show the total quiescent current is 0.94uA and the current efficiency is up to 99.99%. The extremely low FoM value of 0.04 represents a good transient performance. Synthesizing the comparison of various parameters, the superiority of this design can be clearly concluded.

本文提出了一种基于小信号增益级和复合瞬态增强结构的前馈补偿技术的超低功耗无电容 LDO。基于小信号增益级的前馈补偿技术可以达到低频零点,利用零点的补偿效应缓解极点的不利影响,从而提高电路的稳定性和性能。此外,小增益级还能调节静态电流消耗,从而显著降低系统能耗。所提出的复合瞬态增强结构可以缩短电路的过渡时间,在不同工作条件下调节电路增益,实现精确的增益控制,提高系统的瞬态性能。所提出的 LDO 采用中芯国际 0.18um CMOS 工艺设计。仿真结果显示,总静态电流为 0.94uA,电流效率高达 99.99%。0.04 的超低 FoM 值代表了良好的瞬态性能。通过对各种参数的综合比较,可以清楚地得出该设计的优越性。
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引用次数: 0
Augmented correlation matrix reconstruction for direction of arrival estimation using dual-spread array 利用双展布阵列进行到达方向估计的增强相关矩阵重构
IF 3 3区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-08-28 DOI: 10.1016/j.aeue.2024.155497

Due to the large degrees of freedom (DOF) by generating difference coarray, nonuniform arrays have great potential in direction of arrival (DOA) estimation. However, some existing nonuniform arrays (e.g., (sparse) nested arrays) still have comparatively strong mutual coupling in physical array domain, whereas the others (e.g., coprime arrays) have holes or only used part available in difference coarray domain, for the performance loss of DOA estimation. To address these issues, we propose two kinds of dual-spread arrays which achieve more and continuous DOF by exploiting correlation matrix reconstruction, rather than the generation of difference coarray. All inter-antenna spacings of the proposed arrays are larger than half-wavelength, resulting in extended aperture and reduced mutual coupling. An ESPRIT-based estimation method is further provided for unique DOA estimation with high-accuracy and low-complexity. The analyses of mutual coupling and computational complexity are provided in detailed. The theoretical analyses and simulation results show the superiority of the proposed arrays and method over the existing techniques.

由于产生差分共阵列的自由度(DOF)较大,非均匀阵列在到达方向(DOA)估计方面具有巨大潜力。然而,现有的一些非均匀阵列(如(稀疏)嵌套阵列)在物理阵列域中仍存在较强的相互耦合,而其他阵列(如共轭阵列)在差分共阵列域中存在孔洞或仅使用部分可用孔洞,导致 DOA 估计性能下降。为了解决这些问题,我们提出了两种双展宽阵列,通过利用相关矩阵重构而不是生成差分共阵列来实现更多和连续的 DOF。拟议阵列的所有天线间距都大于半波长,从而扩大了孔径,降低了相互耦合。此外,还提供了一种基于 ESPRIT 的估计方法,用于高精度、低复杂度的独特 DOA 估计。详细分析了相互耦合和计算复杂度。理论分析和仿真结果表明,所提出的阵列和方法优于现有技术。
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引用次数: 0
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Aeu-International Journal of Electronics and Communications
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