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2021 IEEE International Conference on Microwaves, Antennas, Communications and Electronic Systems (COMCAS)最新文献

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Authentication of Underwater Acoustic Transmissions via Machine Learning Techniques 基于机器学习技术的水声传输认证
L. Bragagnolo, F. Ardizzon, N. Laurenti, P. Casari, R. Diamant, S. Tomasin
We consider the problem of discriminating a legitimate transmitter from an impersonating attacker in an underwater acoustic network under a physical layer security framework. In particular, we utilize features of the underwater acoustic channel such as the number of taps, the delay spread, and the received power. In the absence of a reliable statistical model of the underwater channel, we turn to a machine learning technique to extract the feature statistics and utilize them to distinguish between legitimate and fake transmissions. Numerical results show how, using only four channel features as input of either a neural network or an autoencoder, we achieve a good trade off between false alarm and detection rates. Moreover, cooperative techniques fusing soft decision statistics from multiple trusted nodes further outperform the discrimination capability of each separate node. Data from a sea trial carried out in Israeli eastern Mediterranean waters demonstrate the applicability of our approach.
我们考虑了在物理层安全框架下水声网络中识别合法发射机和冒充攻击者的问题。特别地,我们利用了水声信道的特征,如抽头数量、延迟扩展和接收功率。在缺乏可靠的水下信道统计模型的情况下,我们转向机器学习技术来提取特征统计数据,并利用它们来区分合法和虚假的传输。数值结果表明,仅使用四个通道特征作为神经网络或自编码器的输入,我们如何在虚警和检测率之间实现良好的权衡。此外,融合来自多个可信节点的软决策统计的协作技术进一步优于每个独立节点的识别能力。在以色列地中海东部水域进行的海上试验的数据表明,我们的办法是适用的。
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引用次数: 9
Broadband 180 degrees Hybrids and Balun Based on a Parallel-Strips 基于平行带的宽带180度混合和Balun
E. Levine, H. Matzner
Broadband hybrid 180 degrees and balun based on a parallel-strips transmission line are proposed. Two types of hybrids are presented: the first one is matched for VSWR = 2 from 0 to 11.5 GHz with amplitude error less than 0.06 dB and phase error lower than 0.5 degrees, but with low value of output ports isolation, and the second is matched for VSWR = 2 between 0 – 6 GHz with output amplitude error less thant 0.6 dB and phase error between 0 to 2 degrees and improved output ports isolation. The balun is based on the same structure, and is matched for VSWR = 1.4 between 0 – 11.5 GHz.
提出了一种基于平行带传输线的宽带混合180度和平衡传输线。提出了两种类型的混合电路:第一种是匹配0 ~ 11.5 GHz VSWR = 2时,输出幅值误差小于0.06 dB,相位误差小于0.5°,输出端口隔离值较低;第二种是匹配0 ~ 6 GHz VSWR = 2时,输出幅值误差小于0.6 dB,相位误差在0 ~ 2°,输出端口隔离度较好。该平衡器基于相同的结构,匹配0 - 11.5 GHz范围内的VSWR = 1.4。
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引用次数: 0
A Q-band compact amplifier with +22 dB gain, ± 0.5 dB flatness over 40% Fractional Bandwidth in Tower 130 nm CMOS 一种q波段紧凑型放大器,增益+22 dB,平坦度±0.5 dB, 40%分数带宽,塔式130纳米CMOS
S. Jameson, N. Buadana, Z. Eliatim, I. Sarousi, A. Wolfman, O. Shaham
This paper proposes an enhanced differential Cascode amplifier topology for mm-wave applications requiring wide-band amplification, flatness and compact integration area. It is here shown how to combine positive and negative feedbacks to improve drastically the stable gain of a Cascode amplifier. In addition with the use of compact 4th order transformers, a 2-stages amplifier with up to 11 dB gain per stage over 40 % fractional bandwidth and above fmax /2 is demonstrated while demonstrating as well one of the smallest core area (0.08 mm2). This topology presents currently a record small signal gain per stage at this technology node (fT/fmax of 87/90 GHz). The presented amplifier topology can be used repetitively and reliably to create wide-band amplifiers with state-of-the-art gain, flatness and return loss over small area. The circuit was realized using Tower's 130 nm CMOS.
本文提出了一种增强的差分级联码放大器拓扑结构,适用于需要宽带放大、平坦度和紧凑集成面积的毫米波应用。这里展示了如何将正反馈和负反馈结合起来,以大幅度提高cascade放大器的稳定增益。此外,通过使用紧凑型四阶变压器,演示了一个两级放大器,每级增益高达11 dB,带宽超过40%,高于fmax /2,同时演示了最小的核心面积(0.08 mm2)之一。该拓扑目前在该技术节点上呈现出创纪录的每级小信号增益(fT/fmax为87/90 GHz)。所提出的放大器拓扑结构可以重复可靠地用于创建具有最先进的增益、平坦度和小面积回波损耗的宽带放大器。该电路采用塔的130纳米CMOS实现。
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引用次数: 0
Resonant Acoustic Scattering by Spherical Air-Filled Elastic Shells Submerged in a Fluid: Comparison of Theory and Experiment 球形充气弹性壳在流体中的共振声散射:理论与实验的比较
E. Chernokozhin, Iris Roger-Eitan, A. Gleizer, A. Boag
Theoretical model of acoustic scattering by submerged thin elastic air-filled spherical shells is compared with the results of direct measurements in an underwater test facility. Elastic resonances arising in elastic shells significantly affect the scattering, as demonstrated both theoretically and experimentally. Measurements were carried out in two frequency ranges. Two kinds of resonances—extensional and bending—were expected. In the low-frequency range, a predicted sharp drop in back scattering is observed, which corresponds to an extensional resonance mode. In the high frequency region, an expected wide resonance zone with enhanced scattering was found, although differing from the theoretically predicted distribution of resonances, which may be attributed to slight imperfection of the shell used in the experiment.
将弹性充气薄球壳水下声散射的理论模型与水下试验装置的直接测量结果进行了比较。理论和实验都证明了弹性壳中产生的弹性共振对散射有显著影响。测量在两个频率范围内进行。预期有两种共振:伸展共振和弯曲共振。在低频范围内,观察到预测的反向散射急剧下降,这对应于一个扩展共振模式。在高频区,虽然与理论预测的共振分布不同,但发现了预期的宽共振区,散射增强,这可能是由于实验中使用的壳有轻微的缺陷。
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引用次数: 0
Intelligent Reflecting Surface Configuration Using Adaptive Quantization and Neural Prior 基于自适应量化和神经先验的智能反射面配置
Tomer Fireaizen, D. Ben-David, Shaked Hadad, G. Metzer, Nir Kurland, Sima Etkind, P. Lifshits, Y. Moshe, I. Cohen
Intelligent Reflective Surface (IRS) is a promising technology for improving the data transmission rate in hard direct channel conditions. In this paper, we describe our solution to estimate the relevant channels and configure the IRS for efficient wireless communications, as part of the 2021 IEEE Signal Processing Cup (SP Cup) competition. First, we estimate the wireless channel and then find an IRS configuration that maximizes the rate of that channel. We begin with the provided far-from-optimal IRS configurations and apply an iterative optimization technique based on gradient descent and adaptive quantization. Further optimization is obtained by training a deep generative neural network to find a configuration that maximizes the rate function. Compared to the best provided configurations that provide a weighted average rate of 104.07 Mbit/s, the best configurations we discovered provide a significantly higher average rate of 120.70 Mbit/s. Non-IRS based solution provides an average rate of 4.38 Mbit/s.
智能反射面(IRS)是一种很有前途的提高硬直接信道条件下数据传输速率的技术。在本文中,我们描述了我们的解决方案,以估计相关信道并配置IRS以实现高效的无线通信,作为2021年IEEE信号处理杯(SP杯)竞赛的一部分。首先,我们估计无线信道,然后找到使该信道的速率最大化的IRS配置。我们从提供的远非最优的IRS配置开始,并应用基于梯度下降和自适应量化的迭代优化技术。进一步的优化是通过训练一个深度生成神经网络来找到一个最大化速率函数的配置。与提供的最佳配置(加权平均速率为104.07 Mbit/s)相比,我们发现的最佳配置提供了明显更高的平均速率,为120.70 Mbit/s。非irs解决方案的平均速率为4.38 Mbit/s。
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引用次数: 1
Measuring the acoustic scattering of sound by sound using phase front shaping 用相位前整形法测量声音的声散射
Y. Dimant, Iris Roger-Eitan, A. Gleizer
We analyze phase front shaping as a facilitator of sound-sound scattering measurements. At the primary fields level we present and review the lens mediation technique. We show the emerging possibility of measuring the effect with finite aperture beams. At the secondary field level quasi phase matching is analyzed as a potential mechanism to amplify the difference field generation. It is shown that significant gain can be achieved in experimental settings by inserting a nonlinear periodic structure in the intersection region of the beams.
我们分析了相位前整形作为声-声散射测量的促进器。在初级领域,我们提出并回顾了透镜调解技术。我们展示了用有限孔径光束测量效应的可能性。在二次场水平上,分析了准相位匹配作为放大差场产生的潜在机制。实验结果表明,在光束相交区域插入非线性周期结构可以获得显著的增益。
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引用次数: 0
Adaptive Fuzzy-Based Models for Attenuation Time Series Forecasting 基于自适应模糊的衰减时间序列预测模型
Dror Jacoby, J. Ostrometzky, H. Messer
This work proposes an Adaptive Fuzzy Prediction (AFP) method for the attenuation time series in Commercial Microwave links (CMLs). Time-series forecasting models regularly rely on the assumption that the entire data set follows the same Data Generating Process (DGP). However, the signals in wireless microwave links are severely affected by the varying weather conditions in the channel. Consequently, the attenuation time series might change its characteristics significantly at different periods. We suggest an adaptive framework to better employ the training data by grouping sequences with related temporal patterns to consider the non-stationary nature of the signals. The focus in this work is two-folded. The first is to explore the integration of static data of the CMLs as exogenous variables for the attenuation time series models to adopt diverse link characteristics. This extension allows to include various attenuation datasets obtained from additional CMLs in the training process and dramatically increasing available training data. The second is to develop an adaptive framework for short-term attenuation forecasting by employing an unsupervised fuzzy clustering procedure and supervised learning models. We empirically analyzed our framework for model and data-driven approaches with Recurrent Neural Network (RNN) and Autoregressive Integrated Moving Average (ARIMA) variations. We evaluate the proposed extensions on real-world measurements collected from 4G backhaul networks, considering dataset availability and the accuracy for 60 seconds prediction. We show that our framework can significantly improve conventional models’ accuracy and that incorporating data from various CMLs is essential to the AFP framework. The proposed methods have been shown to enhance the forecasting model’s performance by 30 − 40%, depending on the specific model and the data availability.
提出了一种商用微波链路衰减时间序列的自适应模糊预测方法。时间序列预测模型通常依赖于整个数据集遵循相同的数据生成过程(DGP)的假设。然而,无线微波链路中的信号受到信道中各种天气条件的严重影响。因此,衰减时间序列在不同时期的特征可能发生显著变化。我们提出了一个自适应框架,通过将具有相关时间模式的序列分组来更好地利用训练数据,以考虑信号的非平稳性质。这项工作的重点是双重的。一是探索将cml静态数据作为外生变量整合到衰减时间序列模型中,使其采用多种链路特征。此扩展允许在训练过程中包括从其他cml获得的各种衰减数据集,并显着增加可用的训练数据。其次,通过采用无监督模糊聚类过程和监督学习模型,开发一个自适应的短期衰减预测框架。我们通过递归神经网络(RNN)和自回归综合移动平均(ARIMA)变量实证分析了我们的模型框架和数据驱动方法。考虑到数据集的可用性和60秒预测的准确性,我们对从4G回程网络收集的实际测量数据进行了评估。我们表明,我们的框架可以显著提高传统模型的准确性,并且结合来自各种cml的数据对于AFP框架至关重要。根据具体的模型和数据的可用性,所提出的方法已被证明可以将预测模型的性能提高30 - 40%。
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引用次数: 3
A D-Band LNA Using a 22 nm FD-SOI CMOS Technology for Radar Applications 采用22 nm FD-SOI CMOS技术的d波段LNA雷达应用
N. Landsberg, O. Asaf, W. Shin
A D-band low noise amplifier (LNA) has been fabricated in a 22 nm FD-SOI CMOS process for phased array radar applications. The LNA is composed of three identical stages of neutralized common source topology. A peak gain of 21 dB was measured with input and output matching (S11 and S22) better than −10 dB over the 131-162 GHz band. The power consumption of the LNA is 28 mW with expected noise figure (NF) of 6-6.5 dB and output P1dB of 3.8 dBm for a back-gate voltage of 0 V. Increasing the back-gate bias of the transistors to 1 V slightly increases gain and improves NF, but also allows optimizing power consumption vs. linearity tradeoff. Hence, improved NF of 5.5-6 dB and output P1dB of about 5 dBm at 140 GHz are expected, resulting also in an increased power consumption of 46 mW. The design consumes a core area of 200x100 µm2. While small signal S-parameters and power consumptions were validated in measurements, NF and linearity are yet to be measured.
采用22 nm FD-SOI CMOS工艺制备了一种用于相控阵雷达的d波段低噪声放大器(LNA)。LNA由三个相同的阶段的中和共源拓扑结构组成。在131-162 GHz频段内,输入和输出匹配(S11和S22)优于- 10 dB,峰值增益为21 dB。LNA的功耗为28 mW,期望噪声系数(NF)为6-6.5 dB,输出P1dB为3.8 dBm,后门电压为0 V。将晶体管的反向偏置增加到1v会略微增加增益并改善NF,但也允许优化功耗与线性度的权衡。因此,预计在140 GHz时,NF将提高5.5-6 dB,输出P1dB约为5 dBm,同时功耗也将增加46 mW。设计的核心面积为200x100µm2。虽然在测量中验证了小信号s参数和功耗,但NF和线性度尚未测量。
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引用次数: 4
Integral Representations for Modeling Core-shell Particle-based Photonics Applications 基于核壳粒子的光子学应用的积分表示
Konstantinos Katsinos, G. Kolezas, G. P. Zouros, G. Fikioris
In this work we develop a technique for the electromagnetic (EM) modeling of non spherical isotropic core-gyroelectric shell structures. To this end, we employ a formulation based on appropriate integral representations of the EM fields, in conjunction with spherical vector wave function (SVWF) expansions. Utilizing the boundary conditions on the inner core-shell surface, as well as on the outer shell’s surface, we obtain infinite sets of linear nonhomogeneous equations from which the expansion coefficients of the internal and scattered fields are computed. Validity tests are performed for the developed method and numerical results are given for shape perturbations of a recently proposed spherical core-shell-based photonics application.
在本工作中,我们开发了一种非球面各向同性核-陀螺电壳结构的电磁(EM)建模技术。为此,我们采用了一种基于电磁场的适当积分表示的公式,并结合了球面矢量波函数(SVWF)展开。利用核壳内表面和壳外表面的边界条件,得到了无限组线性非齐次方程,并由此计算了内场和散射场的展开系数。对所开发的方法进行了有效性测试,并给出了最近提出的基于球形核壳的光子应用的形状摄动的数值结果。
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引用次数: 0
Peripheral Artery Stenosis Detection by Wavelet Coherence Analysis 小波相干分析检测外周动脉狭窄
A. Livneh, T. Heitner, A. Landesberg
Peripheral arterial disease (PAD) is a pandemic affecting over 200 million patients facing a high risk of cardiovascular morbidity and mortality. Primary PAD evaluation and screening are performed by calculating the ankle to upper-arm (brachial) systolic pressure ratio (ABI) despite its severe limitations. Novel modality and indices are presented for non-invasive monitoring of extremity perfusion, which employs miniature-sensors and impedance electrodes. Our novel indices of the peripheral perfusion wave dynamics were derived in the time-frequency domain over hundreds of cardiac cycles. The novel modality detected cuff compression induced arterial-stenosis, even with clinically intact ABI (pressure).
外周动脉疾病(PAD)是一种影响超过2亿患者的流行病,面临着心血管疾病发病率和死亡率的高风险。尽管存在严重的局限性,但通过计算踝关节与上臂(肱)的收缩压比(ABI)来进行初级PAD评估和筛查。采用微型传感器和阻抗电极,提出了一种无创监测四肢灌注的新方法和指标。我们的外周灌注波动力学的新指标是在数百个心脏周期的时频域推导出来的。这种新方法可以检测袖带受压引起的动脉狭窄,即使临床上ABI(压力)完好。
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引用次数: 0
期刊
2021 IEEE International Conference on Microwaves, Antennas, Communications and Electronic Systems (COMCAS)
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