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Experimental and theoretical exploration of terahertz channel performance through glass doors 透过玻璃门的太赫兹通道性能的实验和理论探索
IF 2.9 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-01 Epub Date: 2024-02-14 DOI: 10.1016/j.nancom.2024.100496
Da Li , Wenbo Liu , Menghan Wei , Jiacheng Liu , Guohao Liu , Peian Li , Houjun Sun , Jianjun Ma

In the evolving landscape of terahertz communication, the behavior of channels within indoor environments, particularly through glass doors, has garnered significant attention. This paper comprehensively investigates terahertz channel performance under such conditions, employing a measurement setup operational between 113 and 170 GHz. Analyzing scenarios frequently induced by human activity and environmental factors, like door movements, we established a comprehensive theoretical model. This model seamlessly integrates transmission, reflection, absorption, and diffraction mechanisms, leveraging the Fresnel formula, multi-layer transmission paradigm, and knife-edge diffraction theory. Our experimental results and theoretical predictions harmoniously align, revealing intricate dependencies, such as increased power loss at higher frequencies and larger incident angles. Furthermore, door interactions, whether opening or oscillations, significantly impact the terahertz channel. Notably, door edges lead to a power blockage surpassing the transmission loss of the glass itself but remaining inferior to metallic handle interferences. This paper's insights are pivotal for the design and fabrication of terahertz communication systems within indoor settings, pushing the boundaries of efficient and reliable communication.

在太赫兹通信不断发展的过程中,室内环境中的信道行为,尤其是透过玻璃门的信道行为,引起了人们的极大关注。本文采用 113 和 170 GHz 之间的测量装置,全面研究了这种条件下的太赫兹信道性能。通过分析人类活动和环境因素(如门的移动)经常诱发的情况,我们建立了一个全面的理论模型。该模型利用菲涅尔公式、多层传输范式和刀刃衍射理论,无缝整合了传输、反射、吸收和衍射机制。我们的实验结果与理论预测和谐一致,揭示了错综复杂的依赖关系,例如在频率较高和入射角度较大时,功率损耗会增加。此外,门的相互作用,无论是打开还是振荡,都会对太赫兹通道产生重大影响。值得注意的是,门边缘导致的功率阻塞超过了玻璃本身的传输损耗,但仍低于金属把手的干扰。本文的见解对室内太赫兹通信系统的设计和制造至关重要,推动了高效可靠通信的发展。
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引用次数: 0
3D dynamic ring-based forwarder selection to improve packet delivery in ultra-dense nanonetworks 基于三维动态环的转发器选择,改善超密集纳米网络中的数据包传输
IF 2.9 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-01 Epub Date: 2023-12-02 DOI: 10.1016/j.nancom.2023.100492
Farah Hoteit , Eugen Dedu , Dominique Dhoutaut , Winston K.G. Seah

A nanonetwork is a multi-hop network composed of tiny communicating components, whose energy budget is rather limited. A method to reduce the energy used by nodes is to reduce the number of packets transmitted. In this article, we propose a dynamic 3D scheme to reduce the number of forwarders during routing. In this scheme, potential forwarders are found on a ring around transmitter nodes. We analyze the effectiveness of our 3D scheme for four routing protocols in multi-source scenarios. We analyze its memory cost, both theoretically and by simulation. Results show that the proposed scheme works in 3D, and reduces the number of forwarders while maintaining almost the same packet delivery ratio.

纳米网络是由微小的通信组件组成的多跳网络,其能量预算相当有限。减少节点能量消耗的一种方法是减少数据包的传输数量。在本文中,我们提出了一种动态 3D 方案,以减少路由过程中的转发器数量。在该方案中,潜在的转发器是在发送节点周围的环上找到的。我们分析了四种路由协议的 3D 方案在多源场景中的有效性。我们从理论和仿真两方面分析了其内存成本。结果表明,我们提出的 3D 方案在保持几乎相同的数据包传送率的同时,减少了转发器的数量。
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引用次数: 0
Quantum-dot Cellular Automata Placement and Routing with Hierarchical Algorithm 采用分层算法的量子点蜂窝自动机安置和路由选择
IF 2.9 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-01 Epub Date: 2024-02-02 DOI: 10.1016/j.nancom.2024.100495
Bing Zhang , Fei Peng , Gaisheng Li , Yangshuai Li , Guangjun Xie

To meet the needs of the market launch, placement and routing(P&R) algorithms for conventional circuits have started to adopt a hierarchical design, divide and conquer philosophy for the layout of VLSI circuits. Quantum-dot cellular automata (QCA) circuits are considered a solution to overcome the limitations of Moore’s Law. However, the current automated design of QCA circuits is still in its preliminary stages. This paper uses a hierarchical structure, which borrows from traditional circuits that should be laid out in large-scale circuits, to hierarchically process QCA circuits, laying them out layer by layer while using the A* algorithm for wiring to find feasible solutions. The algorithm is implemented using the C++ programming language, and simulation results verify the correctness of the algorithm.

为了满足市场启动的需要,传统电路的布局和布线(P&R)算法开始采用分层设计、分而治之的理念来布局超大规模集成电路。量子点蜂窝自动机(QCA)电路被认为是克服摩尔定律限制的一种解决方案。然而,目前 QCA 电路的自动化设计仍处于初级阶段。本文借鉴大规模电路中应布局的传统电路,采用分层结构对 QCA 电路进行分层处理,逐层布局,同时使用 A* 算法布线,以找到可行的解决方案。该算法使用 C++ 编程语言实现,仿真结果验证了算法的正确性。
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引用次数: 0
A review: The influence of graphene material integration in antenna characteristics in the presence of bias for fifth and sixth generation wireless communication application 综述:石墨烯材料集成对第五代和第六代无线通信应用中存在偏压情况下天线特性的影响
IF 2.9 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-01 Epub Date: 2023-12-11 DOI: 10.1016/j.nancom.2023.100483
Siti Nor Hafizah Sa'don , Mohd Haizal Jamaluddin , Ayman Althuwayb , Bader Alali

This paper reviews the effect of graphene on antenna characteristics for wireless communication based on fifth generation (5 G) and sixth generation (6 G). The integration method of graphene material on antenna structure in the microwave, millimetre wave, and terahertz bands affects various characteristics. By analysing all the graphene antennas using two types of integration methods:graphene as the only radiating element and graphene-hybrid, different improvements in antenna characteristics are collected, including impedance bandwidth, radiation pattern, antenna gain, antenna efficiency, tuning capability in resonant frequency as well as radiation pattern, reconfigurable capability, and beam scanning capability. This review found that a graphene antenna that implements hybrid integration in antenna structure at 5 G and 6 G frequency bands shows some of these characteristics, such as good tunable resonant frequency, wide impedance bandwidth, gain improvement, mutual coupling reduction, changing of polarisation, direction of main beam, variation of gain, axial ratio, and efficiency when direct current (DC) biasing or resistance is applied and changed. The graphene antenna that uses graphene as the only radiating patch has a moderately biased effect on microwave frequency with respect to the antenna's performance in the terahertz range because of different behaviour of graphene's conductivity, but it also depends on many factors such as frequency, geometry, and specifications. From this review, it appears that the presence of graphene in the antenna will produce better characteristics. It is an opportunity for antennas for future wireless generation by recommending graphene as the hybrid integration method in the antenna structure.

本文综述了石墨烯对基于第五代(5 G)和第六代(6 G)无线通信的天线特性的影响。石墨烯材料在微波、毫米波和太赫兹波段天线结构上的集成方法会影响各种特性。通过分析使用两种集成方法(石墨烯作为唯一辐射元件和石墨烯混合)的所有石墨烯天线,收集了天线特性的不同改进,包括阻抗带宽、辐射模式、天线增益、天线效率、谐振频率和辐射模式的调谐能力、可重构能力和波束扫描能力。本综述发现,在 5 G 和 6 G 频段实现了天线结构混合集成的石墨烯天线显示了这些特性中的一些特性,如良好的可调谐振频率、宽阻抗带宽、增益改善、互耦减小、极化改变、主波束方向、增益变化、轴向比以及施加直流偏压或改变电阻时的效率。使用石墨烯作为唯一辐射贴片的石墨烯天线,由于石墨烯导电性能的不同,在太赫兹范围内对微波频率的性能有适度的偏差影响,但这也取决于频率、几何形状和规格等许多因素。从这篇综述中可以看出,在天线中加入石墨烯会产生更好的特性。建议在天线结构中采用石墨烯作为混合集成方法,这对未来的无线天线来说是一个机遇。
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引用次数: 0
The multiple fluorescent multi-bit DNA memory encoding system 多荧光多位 DNA 记忆编码系统
IF 2.9 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2024-03-01 Epub Date: 2024-02-09 DOI: 10.1016/j.nancom.2024.100497
Navchtsetseg Nergui , Jongdo Kim , Doyeon Lim , Wonjin Lee , Taeseok Kang , Sejung Kim , Min Suk Shim , Youngjun Song

The application of DNA monitoring has recently expanded into the information technology realm of DNA computing and storage systems, leveraging its capabilities for molecular computing and high-density data storage. Essential to this advancement are multi-color fluorescent signals attached to informational DNA, enabling simultaneous multidata reading in the DNA memory or storage system. Various fluorescent detection techniques, such as real-time polymerase chain reaction, next-generation sequencing, and fluorescence resonance energy transfer, have been investigated for DNA reactions and sequence data. Although proximity (less than 10 nm) between different fluorescent signals can lead to interference, controlling the distance of fluorescent molecules attached to DNA is a feasible solution. This study demonstrates a DNA molecular memory system using multiple fluorescent molecules. We examined the independent hybridization of three different fluorescent DNA molecules to DNA templates with three sites for fluorescent attachment on 17 nt DNAs. The study focused on two multi-bit DNA molecules hybridized to the template DNA, assessing their fluorescence emission intensities at various excitation wavelengths. Two multi-bit DNA molecules, which were hybridized onto the template DNA, were investigated for fluorescence emission intensities by various excitation wavelengths. Although the emission intensities of the two multi-bit DNA molecules were not significantly increased by another fluorescent molecule, each excitation wavelength has provided more effective emission intensity levels for DNA signal detection. Furthermore, we developed a three-bit DNA molecular memory system using triple-level DNA molecules. These multi-color DNA systems could be extended to arithmetic and logical computing.

DNA 监测的应用最近已扩展到 DNA 计算和存储系统的信息技术领域,充分利用了其分子计算和高密度数据存储的能力。这一进步的关键在于信息 DNA 上附着的多色荧光信号,可在 DNA 存储器或存储系统中同时读取多种数据。目前已针对 DNA 反应和序列数据研究了各种荧光检测技术,如实时聚合酶链反应、新一代测序和荧光共振能量转移。虽然不同荧光信号之间的距离过近(小于 10 纳米)会导致干扰,但控制附着在 DNA 上的荧光分子的距离是一种可行的解决方案。本研究展示了一种使用多种荧光分子的 DNA 分子记忆系统。我们研究了三种不同的荧光 DNA 分子与 DNA 模板的独立杂交,在 17 nt DNA 上有三个荧光附着点。研究的重点是与模板 DNA 杂交的两个多位 DNA 分子,评估它们在不同激发波长下的荧光发射强度。研究人员对杂交到模板 DNA 上的两个多位 DNA 分子在不同激发波长下的荧光发射强度进行了研究。虽然两个多位 DNA 分子的发射强度在另一个荧光分子的作用下没有明显提高,但每种激发波长都为 DNA 信号检测提供了更有效的发射强度水平。此外,我们还利用三级 DNA 分子开发了一种三位 DNA 分子记忆系统。这些多色 DNA 系统可扩展到算术和逻辑运算领域。
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引用次数: 0
Towards nanoscale fault-tolerant logical circuits using proposed robust majority voter in quantum-dot cellular automata technology 利用量子点元胞自动机技术实现纳米级容错逻辑电路
IF 2.9 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-01 Epub Date: 2023-08-01 DOI: 10.1016/j.nancom.2023.100468
Fatemeh Akbarian , Mohammad Mosleh

The occupied area, power consumption, and delay are the most crucial and critical factors in constructing integrated circuits. Due to the reduced occupied area, highly low power consumption, and extremely high speed of quantum-dot cellular automata (QCA) technology, it is one of the finest alternatives to complementary metal–oxide–semiconductor (CMOS) technology for nanoscale construction of circuits. On the other hand, fault tolerance becomes crucial in QCA due to the inherent sensitivity of quantum dots to various sources of errors and faults. These errors can arise from environmental disturbances, manufacturing imperfections, thermal fluctuations, and other factors. The presence of defects or faults can significantly impact the functionality and accuracy of QCA systems, leading to incorrect computation or signal corruption. To address these challenges, fault-tolerant structures are designed in QCA systems. These structures are specifically engineered to detect, tolerate, and mitigate the effects of faults, thereby enhancing the reliability and robustness of QCA-based computation. Fault-tolerant designs aim to ensure that the system can continue to operate correctly even in the presence of defects or faults. In QCA, proposed a fault-tolerant majority gate is necessary to ensure reliable computation in the presence of defects or faults. The fault-tolerant majority gate is a fundamental component in digital logic circuits, and it plays a crucial role in performing computations. It takes multiple input signals and produces an output based on the majority of those inputs. In classical computing, the majority gates are typically implemented using transistors. Therefore, this paper introduces a new and efficient fault-tolerant 3-input majority voter (FT MV3) using 11 simple and rotated cells in the QCA technology, which is 100% and 90.47% tolerant against single-cell and double-cell omission defects. The recommended FT MV3 gate verification is confirmed using some physical proofs. Afterward, to illustrate the performance of the introduced gate, three fault-tolerant computational circuits, including multiplexer, adder and ALU, are presented using the introduced FT MV3 gate. The comparison of the proposed fault tolerant ALU to the best coplanar design shows a 28.80% and 34.01% reduction of cell count and occupied area, respectively. All circuits are simulated using QCADesigner 2.0.3 software.

在构建集成电路时,占用面积、功耗和延迟是最关键的因素。由于量子点细胞自动机(QCA)技术的占地面积小、功耗低、速度极高,它是用于纳米级电路构建的互补金属-氧化物-半导体(CMOS)技术的最佳替代方案之一。另一方面,由于量子点对各种误差和故障源的固有敏感性,容错在QCA中变得至关重要。这些误差可能由环境干扰、制造缺陷、热波动和其他因素引起。缺陷或故障的存在会严重影响QCA系统的功能和准确性,导致不正确的计算或信号损坏。为了应对这些挑战,在QCA系统中设计了容错结构。这些结构专门设计用于检测、容忍和减轻故障的影响,从而增强基于QCA的计算的可靠性和稳健性。容错设计旨在确保系统即使在存在缺陷或故障的情况下也能继续正确运行。在QCA中,所提出的容错多数门是必要的,以确保在存在缺陷或故障的情况下进行可靠的计算。容错多数门是数字逻辑电路中的一个基本部件,在计算中起着至关重要的作用。它接收多个输入信号,并根据这些输入的大部分产生输出。在经典计算中,多数门通常使用晶体管来实现。因此,本文在QCA技术中引入了一种新的高效容错三输入多数表决器(FT-MV3),该表决器使用了11个简单的旋转单元,对单单元和双单元遗漏缺陷的容错率分别为100%和90.47%。推荐的FT MV3门验证通过一些物理证明进行了确认。然后,为了说明所引入的门的性能,使用所引入的FT MV3门,给出了三个容错计算电路,包括多路复用器、加法器和ALU。所提出的容错ALU与最佳共面设计的比较显示,单元数量和占用面积分别减少了28.80%和34.01%。所有电路均使用QCADesigner 2.0.3软件进行模拟。
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引用次数: 0
CSRR loaded multiband THz MIMO antenna for nano-communications and bio-sensing applications 用于纳米通信和生物传感应用的CSRR加载多波段太赫兹MIMO天线
IF 2.9 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-01 Epub Date: 2023-11-02 DOI: 10.1016/j.nancom.2023.100481
Gaurav Saxena , Maksud Alam , Manidipa Roy , Abdulwasa Bakr Barnawi , T.M. Yunus Khan , Ram Lal Yadava , Sanjay Chintakindi , Reena Jain , Himanshu Singh , Yogendra Kumar Awasthi

In this paper, a multiband THz Multi-Input Multi-Output (MIMO) antenna is designed with dimensions of 80×100×10.8μm³. The antenna is made-up on a gold-plated Arlon AD410 substrate with a relative permittivity of 4.1.It operates at three resonant frequencies, namely 1.45THz, 2.25THz, and 3.25THz, achieved through the integration of Complementary Split-Ring Resonator (CSRR) and Substrate Integrated Waveguide (SIW) technologies. The two-element MIMO configuration of the antenna ensures exceptional performance, offering high throughput with data rates of 25.23Gbps for the Quadrature Phase Shift Keying (QPSK) scheme and 56.68Gbps for the 16-Quadrature Amplitude Modulation (QAM) scheme. It also exhibits remarkable channel capacity, approximately 8.2bps/Hz at Signal-to-Noise Ratio (SNR) = 20dB, surpassing the capabilities of single-element antennas. Moreover, it demonstrates excellent diversity performance for judging the MIMO antenna performance. This is evident through the following key metrics: Envelope Correlation Coefficient (ECC) < 0.02, indicating that less than 1 % of power is transferred from the excited antenna to the second 50Ω terminated antenna when antenna-1 is excited; Directive Gain (DG) >9.95dB; Total Active Reflection Coefficient (TARC) < -10dB, ensuring that a minimum of 90 % of the power is delivered to the patch port; and Channel Capacity Loss (CCL) < 0.35 bits/sec/Hz, guaranteeing reliable wireless communication. The antenna boasts peak gains of 3.83dBi, 4.06dBi, and 6.82dBi at 1.45THz, 2.25THz, and 3.25THz, respectively, along with a radiation efficiency of approximately 37, 58, and 51 % at the corresponding frequencies. Notably, the first two bands (1.34-1.51THz and 2.20-2.28THz) exhibit narrow bandwidths with quality factors above 80, making them particularly suitable for sensing applications in biomedical. Band-1 offers an average sensitivity of 3222.22 GHz/RIU and an FOM of 17.89, while Band-2 provides an average sensitivity of 2578.68 GHz/RIU and an FOM of 14.38. These characteristics make it well-suited for near-field Nano-communications and sensing applications.

本文设计了一种尺寸为80×100×10.8μm³的多波段太赫兹多输入多输出(MIMO)天线。天线由镀金的Arlon AD410衬底构成,相对介电常数为4.1。它工作在1.45THz, 2.25THz和3.25THz三个谐振频率,通过互补分环谐振器(CSRR)和衬底集成波导(SIW)技术的集成实现。天线的双元MIMO配置确保了卓越的性能,提供高吞吐量,数据速率为25.23Gbps的正交相移键控(QPSK)方案和56.68Gbps的16正交调幅(QAM)方案。它还显示出卓越的信道容量,在信噪比(SNR) = 20dB时约为8.2bps/Hz,超过了单元件天线的能力。此外,该方法还具有良好的分集性能,可用于判断MIMO天线的性能。通过以下关键指标可以明显看出这一点:包络相关系数(ECC) <0.02,表示在天线-1受激励时,从受激励天线转移到第二个50Ω端接天线的功率小于1%;指令增益(DG) >9.95dB总主动反射系数(TARC);-10dB,保证至少90%的功率送到接插口;信道容量损失(CCL) <0.35比特/秒/赫兹,保证可靠的无线通信。该天线在1.45THz、2.25THz和3.25THz下的峰值增益分别为3.83dBi、4.06dBi和6.82dBi,相应频率下的辐射效率分别约为37%、58%和51%。值得注意的是,前两个频段(1.34-1.51THz和2.20-2.28THz)带宽较窄,质量因子在80以上,特别适合生物医学领域的传感应用。Band-1的平均灵敏度为3222.22 GHz/RIU, FOM为17.89,Band-2的平均灵敏度为2578.68 GHz/RIU, FOM为14.38。这些特性使其非常适合近场纳米通信和传感应用。
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引用次数: 0
Subwavelength grating-based silicon photonic TE mode division multiplexer for C + L band operation 用于C+L波段操作的基于亚波长光栅的硅光子TE模分复用器
IF 2.9 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-01 Epub Date: 2023-07-22 DOI: 10.1016/j.nancom.2023.100467
Darpan Mishra , Manoranjan Minz , Ramesh Kumar Sonkar

This paper reports a subwavelength grating (SWG) based multiplexer (MUX) on a silicon photonics platform capable of multiplexing three transverse electric modes. The designed MUX is simulated using a commercial 3D finite-difference time-domain solver and shows broadband operation over the whole C and L optical telecom bands from 1530 nm to 1625 nm wavelength range. The effective indices of the Bloch modes in the SWG waveguides are extracted from the band structure plot. The designed MUX consists of two co-directional coupling regions for fundamental to higher-order mode coupling, with each coupling stage consisting of single-mode and multimode SWG waveguides. The transmission characteristics, viz. transmittance, insertion loss, and return loss, are presented and discussed. The coupling lengths without the tapering regions for TE0–TE1 and TE0–TE2 mode couplings are 14μm and 1.48μm, respectively. The transmittance is >78% with the highest insertion loss and return loss of 1.1 dB and –15 dB, respectively. At 1550 nm, the transmission is >88%, insertion loss is <0.6 dB, and return loss is <−15 dB. A uniform under-etch and over-etch of 5 nm are taken for the fabrication tolerance study, which shows a maximum variation of 0.58 dB for the insertion loss with return loss <−14.6 dB at 1550 nm. Over the whole simulated range, the insertion loss is <1.4 dB, and return loss is <−14.6 dB with ±10 nm change in device dimension. A temperature tolerance study with 50 °C and 100 °C rise in temperature has been done, and the device retains its broadband operation over the simulated range. The maximum increase in insertion loss is 0.1 dB for the TE0–TE2 coupling, while the overall return loss of the device decreases to <−20 dB for the TE0–TE1 coupling.

本文报道了一种基于亚波长光栅(SWG)的复用器(MUX),该复用器位于硅光子学平台上,能够复用三种横向电模式。使用商用三维时域有限差分求解器对所设计的MUX进行了模拟,并显示了在1530 nm至1625 nm波长范围的整个C和L光电信频带上的宽带操作。从能带结构图中提取了SWG波导中Bloch模的有效折射率。所设计的MUX由两个用于基本到高阶模式耦合的同向耦合区域组成,每个耦合级由单模和多模SWG波导组成。给出并讨论了传输特性,即透射率、插入损耗和回波损耗。TE0-TE1和TE0-TE2模式耦合在没有锥形区的情况下的耦合长度分别为14μm和1.48μm。透射率>;78%,最高插入损耗和回波损耗分别为1.1 dB和–15 dB。在1550nm处,透射率>;88%,插入损耗<;0.6dB,回波损耗<;−15分贝。采用5nm的均匀欠蚀刻和过蚀刻进行制造公差研究,其显示插入损耗的最大变化为0.58dB,回波损耗<;−在1550 nm时为14.6 dB。在整个模拟范围内,插入损耗<;1.4dB,回波损耗<;−14.6 dB,器件尺寸变化±10 nm。已经进行了温度上升50°C和100°C的温度耐受性研究,该设备在模拟范围内保持宽带运行。对于TE0–TE2耦合,插入损耗的最大增加为0.1 dB,而器件的总回波损耗降至<;−TE0–TE1耦合为20 dB。
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引用次数: 0
A frequency domain multiplexing scheme based on kernel density estimation for neural communication systems 一种基于核密度估计的神经通信系统频域复用方案
IF 2.9 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-01 Epub Date: 2023-10-10 DOI: 10.1016/j.nancom.2023.100479
Zhuoqun Jin , Yu Li , Yao Chen , Hao Yan , Lin Lin

Transmitting information in engineered neural communication systems is a promising solution to delay-sensitive applications for the Internet of Bio-Nanothings (IoBNTs). As widely used in wired and wireless communication systems, introducing multiplexing into neural communication system could improve channel transmission efficiency. In this paper, we model a neural communication system for IoBNTs and propose a neural signal multiplexing scheme for this system, based on frequency-division multiplexing (FDM) principles. The whole system including channel modeling, neural encoding, demultiplexing scheme, and decoding method using kernel density estimation (KDE) are presented. The optimal parameters for KDE and bit error probability are analyzed, and the performance of the proposed strategy is evaluated in terms of error rate and mutual information rate. The work can help researchers better understanding the underlying mechanism of neural multiplexing and pave the way for the implementation of IoBNT applications.

在工程神经通信系统中传输信息是生物纳米技术互联网(IoBNTs)延迟敏感应用的一种很有前途的解决方案。由于在有线和无线通信系统中广泛使用,在神经通信系统中引入多路复用可以提高信道传输效率。在本文中,我们对IoBNT的神经通信系统进行了建模,并基于频分复用(FDM)原理为该系统提出了一种神经信号复用方案。介绍了整个系统,包括信道建模、神经编码、解复用方案和使用核密度估计(KDE)的解码方法。分析了KDE的最优参数和误码率,并从误码率和互信息率两个方面评估了该策略的性能。这项工作可以帮助研究人员更好地理解神经复用的潜在机制,并为IoBNT应用的实现铺平道路。
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引用次数: 0
Adaptive multi-layer reward based Q-learning for source tracing in diffusive molecular communications environment with obstacles 基于多层奖励的自适应Q学习在有障碍的扩散分子通信环境中的源跟踪
IF 2.9 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC Pub Date : 2023-12-01 Epub Date: 2023-10-04 DOI: 10.1016/j.nancom.2023.100478
Zhibo Lou, Wence Zhang, Xu Bao

Benefiting by the fast development of nanotechnology, molecular communication (MC) has received great attention in recent years. In many potential applications of MC, such as drug delivery and pollution prevention, it is essential to locate or trace the target. In this paper, we consider a 3D diffusive MC environment consisting of several obstacles, a molecule-releasing source (RS) and a mobile molecule sensor (MS) which aims to find the RS within a time constraint. The problem is reformulated using Markov Decision Process (MDP) and an adaptive multi-layer reward based Q-Learning (AMR-Q Learning) approach is proposed. By exploiting information from the number of received molecules and adaptively setting multi-layer rewards, MS with AMR-Q Learning can find the RS efficiently, unlike the gradient based method which is usually trapped in locally optimal points. Numerical results demonstrate that the proposed AMR-Q Learning approach outperforms existing path-planning schemes with significantly reduced training overhead.

得益于纳米技术的快速发展,分子通信近年来受到了极大的关注。在MC的许多潜在应用中,如药物递送和污染预防,定位或追踪目标是至关重要的。在本文中,我们考虑了一个由几个障碍物、一个分子释放源(RS)和一个移动分子传感器(MS)组成的三维扩散MC环境,该传感器旨在在时间约束内找到RS。使用马尔可夫决策过程(MDP)对该问题进行了重新表述,并提出了一种自适应的基于多层奖励的Q学习(AMR-Q学习)方法。通过利用来自接收到的分子数量的信息并自适应地设置多层奖励,具有AMR-Q学习的MS可以有效地找到RS,这与通常被困在局部最优点的基于梯度的方法不同。数值结果表明,所提出的AMR-Q学习方法在显著减少训练开销的情况下优于现有的路径规划方案。
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引用次数: 0
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Nano Communication Networks
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