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A machine learning-based concentration-encoded molecular communication system 一种基于机器学习的浓度编码分子通信系统
IF 2.9 4区 计算机科学 Q1 Mathematics Pub Date : 2023-03-01 DOI: 10.1016/j.nancom.2022.100433
Su-Jin Kim, Pankaj Singh, Sung-Yoon Jung

Molecular communication (MC) is a recent novel communication paradigm, which could enable revolutionary applications in the fields of medicine, military, and environment. Inspired by nature, MC uses molecules as information carriers to transmit and receive data. Concentration-encoded molecular communication (CEMC) is an information encoding approach, where the information is encoded in the concentration of the transmitted molecules. In this paper, we propose a machine learning (ML)-based CEMC system. In particular, we propose a modulation scheme named concentration position-shift keying (CPSK), which encodes information as the position of the transmitted molecular concentration. After passing through a diffusion-based channel, the molecules are captured via a ligand–receptor binding process (LRBP) at the nanoreceiver. Then, a ML-based approach is employed to decode the data bits. From numerical simulations, it has been shown that increasing the transmission time and using 4-ary CPSK would enhance the communication performance of the proposed ML-based CEMC system. In addition, we found that the ML receiver mitigates the bias effect and reduces inter-symbol interference (ISI) of the diffusion-based molecular channel. As a result, the proposed ML-based receiver shows better performance than the conventional maximum-likelihood (MLE) receiver.

分子通信(MC)是最近出现的一种新的通信模式,它可以在医学、军事和环境领域实现革命性的应用。受自然的启发,MC使用分子作为信息载体来传输和接收数据。浓度编码分子通信(CEMC)是一种信息编码方法,其中信息被编码在传输分子的浓度中。在本文中,我们提出了一个基于机器学习(ML)的CEMC系统。特别地,我们提出了一种称为浓度-位置偏移键控(CPSK)的调制方案,该方案将信息编码为传输分子浓度的位置。在通过基于扩散的通道后,分子在纳米接收器处通过配体-受体结合过程(LRBP)被捕获。然后,采用基于ML的方法对数据比特进行解码。数值模拟表明,增加传输时间和使用四元CPSK将提高所提出的基于ML的CEMC系统的通信性能。此外,我们发现ML接收器减轻了基于扩散的分子通道的偏置效应并减少了符号间干扰(ISI)。结果,所提出的基于ML的接收机显示出比传统的最大似然(MLE)接收机更好的性能。
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引用次数: 0
Performance degradation of terahertz channels in emulated rain 太赫兹信道在模拟降雨中的性能退化
IF 2.9 4区 计算机科学 Q1 Mathematics Pub Date : 2023-03-01 DOI: 10.1016/j.nancom.2022.100431
Peian Li , Jiancheng Wang , Liangbin Zhao , Jianjun Ma , Houjun Sun , Lothar Moeller , John F. Federici

The ever-increasing capacity demand (up to Tbps in the foreseeable future) in wireless connectivity can supposed be satisfied by terahertz communications in the band from 100 GHz to 10 THz. This has been studied over short channel distances in laboratories using higher order modulation formats (QPSK, QAM). However, only very few reports on the THz channel performance in outdoor adverse weathers conditions are available due to the involved experimental difficulties. In this article, we report the performance of terahertz channels in emulated rain by utilizing a broadband pulse source and a 16-QAM modulated data stream. We observe that, a not precisely known of raindrop size distribution can be a major source of uncertainty for theoretical precipitation of power attenuation and bit error rate (BER). We also find that the channel degradation in rain is mainly due to power attenuation.

无线连接中不断增长的容量需求(在可预见的未来高达Tbps)应该可以通过100GHz至10THz波段的太赫兹通信来满足。这已经在实验室中使用高阶调制格式(QPSK、QAM)在短信道距离上进行了研究。然而,由于所涉及的实验困难,关于THz信道在室外恶劣天气条件下的性能的报道很少。在本文中,我们通过利用宽带脉冲源和16-QAM调制数据流,报告了太赫兹信道在模拟降雨中的性能。我们观察到,不精确已知的雨滴大小分布可能是功率衰减和误码率(BER)理论降水的主要不确定性来源。我们还发现,降雨中的信道退化主要是由于功率衰减。
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引用次数: 3
A novel QCA circuit-switched network with power dissipation analysis for nano communication applications 一种用于纳米通信应用的具有功耗分析的新型QCA电路交换网络
IF 2.9 4区 计算机科学 Q1 Mathematics Pub Date : 2023-03-01 DOI: 10.1016/j.nancom.2023.100438
Mohsen Vahabi , Ehsan Rahimi , Pavel Lyakhov , Akira Otsuki

Today, communication links and networks are essential in transmitting data and information. Moreover, information sharing in communication devices and networks has become necessary, routine, and unavoidable. Consequently, designing and manufacturing high-speed nano-scale devices with ultra-low power consumption is very important. Among the emerging paradigms in nanotechnologies, quantum-dot cellular automata (QCA) is very popular in communication sciences. In the present study, we optimize the design and implementation of a QCA crossbar switch and use it in transmitter and receiver circuits. Subsequently, a circuit-switched network in QCA technology is implemented using these devices. All the designed circuits are coplanar with the minimum number of cells, optimal area and latency, and low power consumptions, which employ standard QCA design rules and show superiority and advantages compared to the previous designs.

今天,通信链路和网络在传输数据和信息方面至关重要。此外,通信设备和网络中的信息共享已经成为必要的、常规的和不可避免的。因此,设计和制造具有超低功耗的高速纳米级器件是非常重要的。在纳米技术的新兴范式中,量子点细胞自动机(QCA)在通信科学中非常流行。在本研究中,我们优化了QCA交叉开关的设计和实现,并将其用于发射机和接收机电路。随后,使用这些设备实现了QCA技术中的电路交换网络。所有设计的电路都是共面的,具有最小的单元数量、最佳的面积和延迟以及低功耗,采用了标准的QCA设计规则,与以前的设计相比显示出了优越性和优势。
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引用次数: 2
Tree router design using a novel optimal QCA DEMUX 一种新的最优QCA-DEMUX树型路由器设计
IF 2.9 4区 计算机科学 Q1 Mathematics Pub Date : 2023-03-01 DOI: 10.1016/j.nancom.2023.100439
Reza Akbari-Hasanjani, Reza Sabbaghi-Nadooshan

Quantum-dot cellular automata (QCA) is a new technology to replace CMOS technology in digital circuits. This replacement is necessary since further miniaturization of CMOS devices has posed serious challenges. In this paper, an optimized 1:2 demultiplexer (1:2 DEMUX) as a tree network switch is proposed. The tree network is examined, and the switches, which are the main components of the network, are used for routing. The proposed 1:2 DEMUX uses a rotated majority gate (RMG) based on QCA technology. According to the evaluation of the proposed 1:2 DEMUX circuit, 16 QCA cells are used with a total area and latency of 0.02μm2 and 0.25 clock cycles, respectively. A comparison with the best reported similar designs shows 15.78% improvement in the complexity, cell area, and area usage of the proposed 1:2 DEMUX. Another parameter that plays a very important role in QCA circuits is energy consumption, which can be measured with QCAPro software. In the proposed DEMUX circuit, the values of energy dissipation for 0.5, 1, and 1.5 Ek are 16.75, 24.84, and 34.6 meV respectively. The proposed router is the first of its kind that uses QCA-based DEMUX. This router has 146 cells, and its total area and latency are equal to 0.25μm2 and 0.75 clock cycles, respectively.

量子点细胞自动机(QCA)是一种在数字电路中取代CMOS技术的新技术。这种替换是必要的,因为CMOS器件的进一步小型化已经带来了严重的挑战。本文提出了一种优化的1:2多路分解器(1:2 DEMUX)作为树形网络交换机。对树形网络进行了检查,并使用作为网络主要组件的交换机进行路由。所提出的1:2 DEMUX使用基于QCA技术的旋转多数门(RMG)。根据对所提出的1:2 DEMUX电路的评估,使用了16个QCA单元,总面积和延迟分别为0.02μm2和0.25个时钟周期。与最佳报道的类似设计相比,所提出的1:2 DEMUX在复杂性、小区面积和面积使用方面提高了15.78%。在QCA电路中起着非常重要作用的另一个参数是能量消耗,它可以用QCAPro软件进行测量。在所提出的DEMUX电路中,0.5、1和1.5Ek的能量耗散值分别为16.75、24.84和34.6meV。所提出的路由器是第一个使用基于QCA的DEMUX的路由器。该路由器有146个单元,其总面积和延迟分别等于0.25μm2和0.75个时钟周期。
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引用次数: 0
Compact tunable terahertz self-diplexing antenna with high isolation 高隔离度紧凑型可调谐太赫兹自双工天线
IF 2.9 4区 计算机科学 Q1 Mathematics Pub Date : 2023-03-01 DOI: 10.1016/j.nancom.2022.100432
Mohd Farman Ali, Aarika Srivastava, Shreya Vijayvargiya, Gaurav Varshney

A tunable terahertz (THz) slotted monopole antenna is implemented with self-diplexing capability. The radiating arms of antenna are filled with the graphene strips. The variation in electrical parameters of graphene alters the surface current distribution in the radiating arms which results in tuning the antenna response through individual input ports. Antenna operates in frequency range 4.75–5.34 THz and 5.57–6.76 THz with the application of input at port-1 and 2, respectively which can further be tuned with the reported biasing schemes. The antenna structure utilizes the orthogonal radiating slots which provides high isolation more than 150 dB between the ports in compact antenna geometry. An electrical equivalent circuit is prepared to verify the antenna operation. In addition, antenna offers the peak gain 3.83 dBi at port-1 and 6.06 dBi at port-2 in the operating passband along with the efficiency of more than 80%. Antenna provides the compact geometry with tunable self-diplexing capability and can be suitable for future wireless applications requiring the simultaneous transmit and receive systems.

实现了一种具有自双工能力的可调谐太赫兹(THz)开槽单极子天线。天线的辐射臂填充有石墨烯条。石墨烯电参数的变化改变了辐射臂中的表面电流分布,这导致通过各个输入端口调谐天线响应。天线在4.75–5.34 THz和5.57–6.76 THz的频率范围内工作,分别在端口1和端口2应用输入,可以使用所报道的偏置方案进一步调谐。天线结构利用正交辐射槽,该正交辐射槽在紧凑的天线几何结构中的端口之间提供超过150dB的高隔离。准备了一个等效电路来验证天线的工作情况。此外,在工作通带中,天线在端口1处提供3.83 dBi的峰值增益,在端口2处提供6.06 dBi的增益,并且效率超过80%。天线提供了具有可调谐自双工能力的紧凑几何形状,并且可以适用于需要同时发射和接收系统的未来无线应用。
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引用次数: 2
Microfluidic Pulse Shaping Methods for Molecular Communications 分子通信的微流控脉冲整形方法
IF 2.9 4区 计算机科学 Q1 Mathematics Pub Date : 2023-01-13 DOI: 10.48550/arXiv.2301.05576
Maryam Kahvazi Zadeh, Iman Mokari Bolhassan, M. Kuscu
Molecular Communication (MC) is a bio-inspired communication modality that utilizes chemical signals in the form of molecules to exchange information between spatially separated entities. Pulse shaping is an important process in all communication systems, as it modifies the waveform of transmitted signals to match the characteristics of the communication channel for reliable and high-speed information transfer. In MC systems, the unconventional architectures of components, such as transmitters and receivers, and the complex, nonlinear, and time-varying nature of MC channels make pulse shaping even more important. While several pulse shaping methods have been theoretically proposed for MC, their practicality and performance are still uncertain. Moreover, the majority of recently proposed experimental MC testbeds that rely on microfluidics technology lack the incorporation of programmable pulse shaping methods, which hinders the accurate evaluation of MC techniques in practical settings. To address the challenges associated with pulse shaping in microfluidic MC systems, we provide a comprehensive overview of practical microfluidic chemical waveform generation techniques that have been experimentally validated and whose architectures can inform the design of pulse shaping methods for microfluidic MC systems and testbeds. These techniques include those based on hydrodynamic and acoustofluidic force fields, as well as electrochemical reactions. We also discuss the fundamental working mechanisms and system architectures of these techniques, and compare their performances in terms of spatiotemporal resolution, selectivity, system complexity, and other performance metrics relevant to MC applications, as well as their feasibility for practical MC applications.
分子通信(Molecular Communication, MC)是一种利用分子形式的化学信号在空间分离的实体之间进行信息交换的仿生通信方式。脉冲整形是所有通信系统中的一个重要过程,它修改传输信号的波形,使其与通信信道的特性相匹配,从而实现可靠、高速的信息传输。在MC系统中,发射器和接收器等组件的非常规架构以及MC信道的复杂性、非线性和时变特性使得脉冲整形变得更加重要。虽然理论上已经提出了几种用于MC的脉冲整形方法,但其实用性和性能仍然不确定。此外,最近提出的大多数基于微流体技术的实验MC测试平台缺乏可编程脉冲整形方法的结合,这阻碍了在实际环境中对MC技术的准确评估。为了解决微流控MC系统中与脉冲整形相关的挑战,我们全面概述了已经经过实验验证的实用微流控化学波形生成技术,其架构可以为微流控MC系统和试验台的脉冲整形方法设计提供信息。这些技术包括基于流体动力学和声流场的技术,以及电化学反应的技术。我们还讨论了这些技术的基本工作机制和系统架构,并比较了它们在时空分辨率、选择性、系统复杂性和其他与MC应用相关的性能指标方面的性能,以及它们在实际MC应用中的可行性。
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引用次数: 2
An efficient and energy-aware design of a novel nano-scale reversible adder using a quantum-based platform 基于量子平台的新型纳米级可逆加法器的高效节能设计
IF 2.9 4区 计算机科学 Q1 Mathematics Pub Date : 2022-12-01 DOI: 10.1016/j.nancom.2022.100412
Seyed-Sajad Ahmadpour , Nima Jafari Navimipour , Mohammad Mosleh , Ali Newaz Bahar , Jadav Chandra Das , Debashis De , Senay Yalcin

Quantum-dot cellular automata (QCA) is a domain coupling nano-technology that has drawn significant attention for less power consumption, area, and design overhead. It is able to achieve a high speed over the CMOS technology. Recently, the tendency to design reversible circuits has been expanding because of the reduction in energy dissipation. Hence, the QCA is a crucial candidate for reversible circuits in nano-technology. On the other hand, the addition operator is also considered one of the primary operations in digital and analog circuits due to its wide applications in digital signal processing and computer arithmetic operations. Accordingly, full-adders have become popular and extensively solve mathematical problems more efficiently and faster. They are one of the essential fundamental circuits in most digital processing circuits. Therefore, this article first suggests a novel reversible block called the RF-adder block. Then, an effective reversible adder design is proposed using the recommended reversible RF-adder block. The QCAPro and QCADesigner 2.0.3 tools were employed to assess the effectiveness of the suggested reversible full-adder. The outcomes of energy dissipation for the proposed circuit compared to the best previous structure at three different tunneling energy levels indicate a reduction in the power consumption by 45.55%, 38.82%, and 34.62%, respectively.

量子点元胞自动机(QCA)是一种域耦合纳米技术,由于其功耗、面积和设计开销较小而备受关注。它能够实现比CMOS技术更高的速度。最近,由于能量耗散的减少,设计可逆电路的趋势一直在扩大。因此,QCA是纳米技术中可逆电路的关键候选者。另一方面,加法运算器由于其在数字信号处理和计算机算术运算中的广泛应用,也被认为是数字和模拟电路中的主要运算之一。因此,全加法器已经变得流行,并且更有效、更快地广泛地解决数学问题。它们是大多数数字处理电路中必不可少的基本电路之一。因此,本文首先提出了一种新的可逆块,称为RF加法器块。然后,使用推荐的可逆RF加法器块,提出了一种有效的可逆加法器设计。QCAPro和QCADesigner 2.0.3工具用于评估建议的可逆全加器的有效性。与之前的最佳结构相比,在三个不同的隧道能级下,所提出的电路的能量耗散结果表明,功耗分别降低了45.55%、38.82%和34.62%。
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引用次数: 8
Molecular index modulation using convolutional neural networks 使用卷积神经网络的分子指数调制
IF 2.9 4区 计算机科学 Q1 Mathematics Pub Date : 2022-12-01 DOI: 10.1016/j.nancom.2022.100420
Ozgur Kara , Gokberk Yaylali , Ali Emre Pusane , Tuna Tugcu

As the potential of molecular communication via diffusion (MCvD) systems at nano-scale communication increases, designing molecular schemes robust to the inevitable effects of molecular interference has become of vital importance. There are numerous molecular approaches in literature aiming to mitigate the effects of interference, namely inter-symbol interference. Moreover, for molecular multiple-input–multiple-output systems, interference among antennas, namely inter-link interference, becomes of significance. Inspired by the state-of-the-art performances of machine learning algorithms on making decisions, we propose a novel approach of a convolutional neural network (CNN)-based architecture. The proposed approach is for a uniquely-designed molecular multiple-input–single-output topology in order to alleviate the damaging effects of molecular interference. In this study, we compare the performance of the proposed network with that of an index modulation approach and a symbol-by-symbol maximum likelihood estimation and show that the proposed method yields better performance.

随着在纳米级通信中通过扩散(MCvD)系统进行分子通信的潜力增加,设计对分子干扰的不可避免影响具有鲁棒性的分子方案变得至关重要。文献中有许多分子方法旨在减轻干扰的影响,即符号间干扰。此外,对于分子多输入多输出系统,天线之间的干扰,即链路间干扰,变得非常重要。受机器学习算法在决策方面最先进性能的启发,我们提出了一种基于卷积神经网络(CNN)架构的新方法。所提出的方法是针对独特设计的分子多输入-单输出拓扑结构,以减轻分子干扰的破坏性影响。在这项研究中,我们将所提出的网络的性能与索引调制方法和逐符号最大似然估计的性能进行了比较,并表明所提出的方法产生了更好的性能。
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引用次数: 1
Tuning the higher to lower order resonance frequency ratio and implementing the tunable THz MIMO/self-diplexing antenna 调谐高阶到低阶谐振频率比并实现可调谐THz-MIMO/自双工天线
IF 2.9 4区 计算机科学 Q1 Mathematics Pub Date : 2022-12-01 DOI: 10.1016/j.nancom.2022.100419
Durgesh Kumar, Vivek Kumar, Yadav Anand Subhash, Pushpa Giri, Gaurav Varshney

The frequency ratio of higher to lower order mode can be electronically tuned in a terahertz (THz) antenna with metallic radiator using a graphene loop. Antenna is designed with slotted metallic radiator to obtain the dual-band response with fundamental and second order transverse magnetic mode providing the directional and bi-directional radiation pattern in the lower and upper band, respectively. The insertion of graphene loop and varying its chemical potential (μc) provides two resonances until 0.4eV and four resonances for further greater values of μc. The desired impedance matching can be achieved at the frequencies of any two resonances at a time by selecting an appropriate value of μc. Antenna can operate with higher/lower order mode centred at frequency 3.77/3.02 THz and 4.39/2.86 THz for the values of μc as 0.9 and 0.3eV , respectively. The frequency ratio of higher to lower order mode can be tuned within the range of 1.22–1.59 with the variation in μc. Also, application of graphene loop confines the radiated power in a single direction at the frequency of higher order mode making the radiation pattern consistent. Antenna can be utilized in future THz wireless applications which require the utilization of adjacent channels with different frequencies in communication. Also, a two-port antenna is designed which can offer the tunable multi-input–multi-output (MIMO) and self-diplexing capability with pattern diversity. The MIMO parameters; envelope correlation coefficient (ECC) and diversity gain (DG) is evaluated and their values are found within acceptable limits as ECC<0.06 and DG>9.9 in the operating bands.

使用石墨烯环,可以在具有金属辐射器的太赫兹(THz)天线中对高阶模式与低阶模式的频率比进行电子调谐。天线设计有开槽金属辐射器,以获得双频带响应,基本和二阶横向磁模式分别在低频带和高频带提供定向和双向辐射方向图。石墨烯环的插入和改变其化学势(μc)提供了两个谐振,直到0.4eV,并提供了四个谐振,以获得更大的μc值。通过选择适当的μc值,可以在一次任意两个谐振的频率下实现所需的阻抗匹配。天线可以在以频率3.77/3.02 THz和4.39/2.86 THz为中心的高阶/低阶模式下工作,μc的值分别为0.9和0.3eV。高阶与低阶模式的频率比可以在1.22–1.59的范围内调谐,变化单位为μc。此外,石墨烯环的应用将辐射功率限制在较高阶模频率的单个方向上,使辐射模式一致。天线可以在未来的太赫兹无线应用中使用,这些应用需要在通信中使用具有不同频率的相邻信道。此外,还设计了一种双端口天线,该天线可以提供具有模式分集的可调谐多输入多输出(MIMO)和自双工能力。MIMO参数;评估包络相关系数(ECC)和分集增益(DG),并且发现它们的值在可接受的限度内;0.06和DG>;9.9。
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引用次数: 9
Metasurface inspired wideband high isolation THz MIMO antenna for nano communication including 6G applications and liquid sensors 受Metasurface启发的用于纳米通信的宽带高隔离THz-MIMO天线,包括6G应用和液体传感器
IF 2.9 4区 计算机科学 Q1 Mathematics Pub Date : 2022-12-01 DOI: 10.1016/j.nancom.2022.100421
Gaurav Saxena , Sanjay Chintakindi , Mohsin Ahmed Kasim , Praveen Kumar Maduri , Y.K. Awasthi , Sanjay Kumar , Sahil Kansal , Rishabh Jain , Manish Kumar Sharma , Charul Dewan

In this paper, a circular-shaped microstrip feed wideband THz antenna with a small dimension of 480 × 480 × 150μm3 is presented on a gold-plated diffused quartz substrate with a relative permittivity of 3.50. It has an impedance operational bandwidth of 0.51-1.46 THz (80.76%) with a peak gain of 10.16 dBi. Throughout the desired bandwidth, radiation efficiency is more than 70%. This single-element antenna is transformed into a two-element MIMO antenna using a butterfly-shaped decoupling structure that included an electromagnetic coupling structure and a metasurface absorber to increase isolation and diversity characteristics along with impedance bandwidth 0.4-2.0 THz. Return loss, gain, radiation efficiency, co-cross E and H-polarization, electric field, magnetic field, current density, SAR, and diversity parameters such as Envelope Correlation Coefficient (ECC), Directive Gain (DG), Total Active Reflection Coefficient (TARC), and Channel Capacity Loss (CCL) are all within acceptable limits for Nano wireless applications. The proposed wideband THz MIMO antenna can also be used as a sensor to measure the proportion of crystallized sugar (C12H22O11) and salt (NaCl) in water. The fields in which this antenna has applications include 6G, imaging, 3D printing, THz-wave radar, healthcare, liquid sensors with excellent sensitivity, and astronomy radiometric.

本文在相对介电常数为3.50的镀金扩散石英衬底上提出了一种小尺寸480×480×150μm3的圆形微带馈电宽带太赫兹天线。它的阻抗工作带宽为0.51-1.46 THz(80.76%),峰值增益为10.16 dBi。在整个所需带宽内,辐射效率超过70%。该单元件天线使用蝶形去耦结构转换为双元件MIMO天线,该去耦结构包括电磁耦合结构和超表面吸收器,以增加隔离和分集特性以及0.4-2.0 THz的阻抗带宽。回波损耗、增益、辐射效率、共交叉E和H极化、电场、磁场,电流密度、SAR和分集参数,如包络相关系数(ECC)、指令增益(DG)、总有源反射系数(TARC)和信道容量损耗(CCL),都在纳米无线应用的可接受范围内。所提出的宽带THz-MIMO天线也可以用作传感器来测量水中结晶糖(C12H22O11)和盐(NaCl)的比例。该天线的应用领域包括6G、成像、3D打印、太赫兹波雷达、医疗保健、具有优异灵敏度的液体传感器和天文辐射测量。
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引用次数: 6
期刊
Nano Communication Networks
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