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Beamforming and Precoding Techniques 波束形成和预编码技术
Pub Date : 2020-04-10 DOI: 10.1002/9781119471509.w5gref020
D. Darsena, G. Gelli, F. Verde
Beamforming and precoding/combining are techniques aimed at processing multiantenna signals at the transmitter and/or at the receiver of a wireless communication system. While they have been routinely used to improve performance in current and previous generations of mobile communications systems, they are expected to play a more fundamental role in 5th Generation (5G) New Radio (NR) cellular systems, whose functionalities have been defined in the first phase of 3GPP 5G standardization process. Besides operating in traditional cellular sub-6 GHz frequency band, 5G NR has been natively designed also to work in the higher millimeter-wave (MMW) band. At lower frequencies, multiantenna techniques for 5G NR are mainly refinements of those originally designed for 4G Long Term Evolution (LTE). On the contrary, to cope with the peculiarities of MMW scenarios, such as the larger number of antenna elements, the more directional transmission, and the higher path loss values, new dynamic, user-specific, and computationally-efficient multiantenna solutions and procedures have been incorporated in 5G NR specifications. In particular, since multiantenna techniques for 5G NR generally need detailed channel state information (CSI), a complete redesign of the set of reference signals and procedures used for CSI acquisition and reporting was carried out. 5G NR is continuously evolving and new features will be added, while the existing ones will be enhanced in the second phase of 5G standardization, with emphasis on reduction of CSI overhead, robustness against spatial correlation among channels, unconventional transmission methods, and software-based reconfigurable antennas.
波束形成和预编码/组合是旨在在无线通信系统的发射机和/或接收机处处理多天线信号的技术。虽然它们已被常规用于提高当前和前几代移动通信系统的性能,但预计它们将在第五代(5G)新无线电(NR)蜂窝系统中发挥更重要的作用,其功能已在3GPP 5G标准化过程的第一阶段定义。除了在传统的低于6ghz的蜂窝频段工作外,5G NR还被设计为在更高的毫米波(MMW)频段工作。在较低频率下,5G NR的多天线技术主要是对最初为4G长期演进(LTE)设计的技术的改进。相反,为了应对毫米波场景的特点,如天线单元数量更多、定向传输更多、路径损耗值更高,5G NR规范中纳入了新的动态、特定于用户的、计算效率高的多天线解决方案和程序。特别是,由于5G NR的多天线技术通常需要详细的信道状态信息(CSI),因此对用于CSI获取和报告的参考信号集和程序进行了彻底的重新设计。5G NR正在不断发展,将增加新的功能,而现有的功能将在5G标准化的第二阶段得到增强,重点是降低CSI开销,抗信道间空间相关性的鲁棒性,非常规传输方法和基于软件的可重构天线。
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引用次数: 6
6G Communication: Envisioning the Key Issues and Challenges 6G通信:展望关键问题和挑战
Pub Date : 2020-04-07 DOI: 10.4108/eai.11-11-2020.166959
Sabuzima Nayak, Ripon Patgiri
In 2030, we are going to evidence the 6G mobile communication technology, which will enable the Internet of Everything. Yet 5G has to be experienced by people worldwide and B5G has to be developed; the researchers have already started planning, visioning, and gathering requirements of the 6G. Moreover, many countries have already initiated the research on 6G. 6G promises connecting every smart device to the Internet from smartphone to intelligent vehicles. 6G will provide sophisticated and high QoS such as holographic communication, augmented reality/virtual reality and many more. Also, it will focus on Quality of Experience (QoE) to provide rich experiences from 6G technology. Notably, it is very important to vision the issues and challenges of 6G technology, otherwise, promises may not be delivered on time. The requirements of 6G poses new challenges to the research community. To achieve desired parameters of 6G, researchers are exploring various alternatives. Hence, there are diverse research challenges to envision, from devices to softwarization. Therefore, in this article, we discuss the future issues and challenges to be faced by the 6G technology. We have discussed issues and challenges from every aspect from hardware to the enabling technologies which will be utilized by 6G.
到2030年,我们将见证6G移动通信技术,这将使万物互联成为可能。然而,5G必须让全球人民体验,B5G必须被开发;研究人员已经开始规划、设想和收集6G的需求。此外,许多国家已经启动了6G的研究。6G承诺将所有智能设备连接到互联网,从智能手机到智能汽车。6G将提供复杂和高QoS,如全息通信,增强现实/虚拟现实等。此外,还将专注于体验质量(QoE),以提供丰富的6G技术体验。尤其要看到6G技术面临的问题和挑战,否则承诺可能无法如期兑现。6G的要求对研究界提出了新的挑战。为了实现6G所需的参数,研究人员正在探索各种替代方案。因此,从设备到软件化,有各种各样的研究挑战需要设想。因此,在本文中,我们将讨论6G技术未来面临的问题和挑战。我们讨论了从硬件到6G将使用的使能技术的各个方面的问题和挑战。
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引用次数: 32
Eigen Value Analysis in Lower Bounding Uncertainty of Kalman Filter Estimates 卡尔曼滤波估计下边界不确定性的特征值分析
Pub Date : 2020-03-12 DOI: 10.1016/J.IFACOL.2020.12.1103
Niladri Das, R. Bhattacharya
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引用次数: 1
Reconstructing Element-by-Element Dissipated Hysteretic Energy in Instrumented Buildings: Application to the Van Nuys Hotel Testbed 仪器建筑中逐单元耗散滞能重构:在Van Nuys酒店试验台上的应用
Pub Date : 2020-02-24 DOI: 10.1061/(asce)em.1943-7889.0001864
Milad Roohi, E. Hernandez, D. Rosowsky
The authors propose a seismic monitoring framework for instrumented buildings that employs dissipated energy as a feature for damage detection and localization. The proposed framework employs a nonlinear model-based state observer, which combines a nonlinear finite element model of a building and global acceleration measurements to estimate the time history of seismic response at all degrees of freedom of the model. This includes displacements, element forces, and plastic deformations in all structural members. The estimated seismic response is then used to 1) estimate inter-story drifts and determine the post-earthquake re-occupancy classification of the building based on performance-based criteria, 2) compare the estimated demands with code-based capacity and reconstruct element-by-element demand-to-capacity ratios and 3) reconstruct element-level normalized energy dissipation and ductility. The outcome of this process is employed for the performance-based monitoring, damage detection, and localization in instrumented buildings. The proposed framework is validated using data from the Van Nuys hotel testbed; a seven-story reinforced concrete building instrumented by the California Strong Motion Instrumentation Program (Station 24386). The nonlinear state observer of the building is implemented using a distributed plasticity finite element model and seismic response measurements during the 1992 Big Bear and 1994 Northridge earthquakes. The performance and damage assessment results are compared with the post-earthquake damage inspection reports and photographic records. The results demonstrate the accuracy and capability of the proposed framework in the context of a real instrumented building that experienced significant localized structural damage.
作者提出了一种利用耗散能量作为损伤检测和定位特征的仪器仪表建筑地震监测框架。提出的框架采用基于非线性模型的状态观测器,该观测器将建筑物的非线性有限元模型和全局加速度测量相结合,以估计模型各自由度地震反应的时程。这包括位移、单元力和所有结构构件的塑性变形。然后将估计的地震响应用于1)估计层间漂移,并根据基于性能的标准确定建筑物的震后再使用分类;2)将估计的需求与基于规范的容量进行比较,并重建逐个单元的需求与容量比;3)重建单元级别的归一化耗能和延性。该过程的结果可用于基于性能的监测、损伤检测和定位。使用Van Nuys酒店试验台的数据验证了所提出的框架;一座七层的钢筋混凝土建筑,由加州强震仪器项目(24386站)进行仪器检测。利用分布式塑性有限元模型和1992年大熊地震和1994年北岭地震的地震反应测量数据,实现了建筑物的非线性状态观测器。性能和损伤评估结果与震后损伤检测报告和照片记录进行了比较。结果表明,该框架在经历了严重局部结构损伤的实际仪器建筑背景下的准确性和能力。
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引用次数: 11
Picosecond-precision optical two-way time transfer in free space using flexible binary offset carrier modulation 利用柔性二进制偏移载波调制在自由空间中实现皮秒级精度的光双向时间传输
Pub Date : 2020-02-20 DOI: 10.1364/osac.384721
Honglei Yang, Haifeng Wang, Hang Yi, Xueyun Wang, Hongbo Wang, Shengkang Zhang
Free-space optical time transfer that features high precision and flexibility will act a crucial role in near-future ground-to-satellite/inter-satellite clock networks and outdoor timing services. Here we propose a free-space optical flexible-binary-offset-carrier-modulated (FlexBOC-modulated) time transfer method. The utilized FlexBOC modulation could yield a comparative precision, although its occupied bandwidth is tremendously reduced by at least 97.5% compared to optical binary phase modulation. Meanwhile, the adoption of optical techniques eliminates the multi-path effect that is major limit in the current microwave satellite time transfer system. What's more, the time interval measurement avoids a continuous link that may be routinely broken by physical obstructions. For verification, a time transfer experiment with our home-built system between two sites separated by a 30-m free-space path outside the laboratory was conducted. Over a 15 h period, the time deviation is 2.3 ps in a 1-s averaging time, and averages down to 1.0 ps until ~60 s. The fractional frequency instability exhibits 4.0E-12 at a gate time of 1 s, and approaches to 2.6E10-15 at 10000 s.
具有高精度和灵活性的自由空间光学时间传输将在不久的将来的地面到卫星/卫星间时钟网络和室外授时服务中发挥关键作用。在这里,我们提出了一种自由空间光学柔性二进制偏移载波调制(flexboc调制)时间传输方法。所利用的FlexBOC调制可以产生相对的精度,尽管其占用的带宽与光学二进制相位调制相比至少减少了97.5%。同时,采用光学技术消除了当前微波卫星时传输系统的主要限制因素多径效应。更重要的是,时间间隔测量避免了可能经常被物理障碍物打断的连续链接。为了验证这一点,我们用自制的系统在实验室外30米的自由空间路径分隔的两个地点之间进行了时间传递实验。在15小时的周期内,在1秒的平均时间内,时间偏差为2.3 ps,在~60秒的平均时间内,时间偏差降至1.0 ps。分数阶频率不稳定性在栅极时间为1 s时表现为4.0E-12,在10000 s时接近2.6E10-15。
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引用次数: 4
Fluctuation-Enhanced Sensing: Review of Practical Issues 波动增强感知:实际问题综述
Pub Date : 2020-02-11 DOI: 10.20944/preprints202002.0152.v1
G. Scandurra, J. Smulko, L. Kish
We discuss some of the fundamental practical limitations of the Fluctuation-Enhanced Sensing of odors and gases. We address resolution, measurement speed, reproducibility, memory and other problems such as humidity. Various techniques and ideas are presented to overcome these problems. Circuit solutions are also discussed.
我们讨论了波动增强的气味和气体传感的一些基本的实际限制。我们解决分辨率,测量速度,再现性,内存和其他问题,如湿度。提出了各种技术和思想来克服这些问题。讨论了电路解决方案。
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引用次数: 0
Design and Implementation of Butterworth, Chebyshev-I and Elliptic Filter for Speech Signal Analysis. 用于语音信号分析的巴特沃斯、切比舍夫和椭圆滤波器的设计与实现。
Pub Date : 2020-02-08 DOI: 10.5120/17195-7390
Prajoy Podder, Md. Mehedi Hasan, Md. Rafiqul Islam, M. Sayeed
In the field of digital signal processing, the function of a filter is to remove unwanted parts of the signal such as random noise that is also undesirable. To remove noise from the speech signal transmission or to extract useful parts of the signal such as the components lying within a certain frequency range, filters are necessary. Filters are broadly used in signal processing and communication systems in applications such as channel equalization, noise reduction, radar, audio processing, speech signal processing, video processing, biomedical signal processing that is noisy ECG, EEG, EMG signal filtering, electrical circuit analysis and analysis of economic and financial data. In this paper, three types of infinite impulse response filter i.e. Butterworth, Chebyshev type I and Elliptical filter have been discussed theoretically and experimentally. Butterworth, Chebyshev type I and elliptic low pass, high pass, band pass and band stop filter have been designed in this paper using MATLAB Software. The impulse responses, magnitude responses, phase responses of Butterworth, Chebyshev type I and Elliptical filter for filtering the speech signal have been observed in this paper. Analyzing the Speech signal, its sampling rate and spectrum response have also been found.
在数字信号处理领域,滤波器的作用是去除信号中不需要的部分,如随机噪声。为了从语音信号传输中去除噪声或提取信号中有用的部分,如在一定频率范围内的分量,滤波器是必要的。滤波器广泛应用于信号处理和通信系统中,如信道均衡、降噪、雷达、音频处理、语音信号处理、视频处理、生物医学信号处理,即有噪声的心电、脑电图、肌电信号滤波、电路分析以及经济金融数据分析等。本文从理论上和实验上讨论了三种无限脉冲响应滤波器,即Butterworth型、Chebyshev型和椭圆型滤波器。本文利用MATLAB软件设计了巴特沃斯、切比雪夫I型和椭圆型低通、高通、带通和带阻滤波器。观察了巴特沃斯滤波器、切比雪夫滤波器和椭圆滤波器滤波语音信号时的脉冲响应、幅值响应和相位响应。分析了语音信号的采样率和频谱响应。
{"title":"Design and Implementation of Butterworth, Chebyshev-I and Elliptic Filter for Speech Signal Analysis.","authors":"Prajoy Podder, Md. Mehedi Hasan, Md. Rafiqul Islam, M. Sayeed","doi":"10.5120/17195-7390","DOIUrl":"https://doi.org/10.5120/17195-7390","url":null,"abstract":"In the field of digital signal processing, the function of a filter is to remove unwanted parts of the signal such as random noise that is also undesirable. To remove noise from the speech signal transmission or to extract useful parts of the signal such as the components lying within a certain frequency range, filters are necessary. Filters are broadly used in signal processing and communication systems in applications such as channel equalization, noise reduction, radar, audio processing, speech signal processing, video processing, biomedical signal processing that is noisy ECG, EEG, EMG signal filtering, electrical circuit analysis and analysis of economic and financial data. In this paper, three types of infinite impulse response filter i.e. Butterworth, Chebyshev type I and Elliptical filter have been discussed theoretically and experimentally. Butterworth, Chebyshev type I and elliptic low pass, high pass, band pass and band stop filter have been designed in this paper using MATLAB Software. The impulse responses, magnitude responses, phase responses of Butterworth, Chebyshev type I and Elliptical filter for filtering the speech signal have been observed in this paper. Analyzing the Speech signal, its sampling rate and spectrum response have also been found.","PeriodicalId":8487,"journal":{"name":"arXiv: Signal Processing","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2020-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80377942","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 38
A Modified Interference Approximation Scheme for Improving Preamble Based Channel Estimation Performance in FBMC System 一种改进的干扰逼近方案提高FBMC系统中基于前导的信道估计性能
Pub Date : 2020-01-31 DOI: 10.5121/ijcnc.2020.12102
R. Roshdy, M. Aboul-Dahab, M. Fouad
Filter bank multi carrier (FBMC) is considered a competitive waveform candidate for 5G that can replace orthogonal frequency division multiplexing (OFDM). However, channel estimation (CE) is a big challenge in FBMC because it suffers from intrinsic interference which is due to the orthogonality of the subcarrier functions in the real field only. In this paper, we investigate a proposed modified interference approximation scheme (M-IAM) by approximating the intrinsic interference from the neighboring pilots to accommodate the complex channel frequency and thus improving CE performance besides simplifying its processing. The M-IAM scheme has larger pseudo pilot magnitude than other conventional preamble schemes, namely the interference approximation method (IAM) with its versions (IAM-C) and (E-IAM-C); in addition to the novel preamble design (NPS). In addition, the proposed (M-IAM) scheme is characterized by the lower transmitted power needed. The CE performance of the M-IAM is investigated through 512 and 2048 subcarriers via different types of outdoor and indoor multipath fading channels that are time-invariant such as IEEE 802.22, IEEE 802.11, Rician, and additive white Gaussian noise (AWGN), as well as time varying channels such as Rayleigh and Vehicular A (Veh-A). Simulation results demonstrate that the proposed M-IAM scheme achieves a lower bit error rate (BER), lower normalized mean square error (NMSE) and lower peak-to-average power ratio (PAPR) over the conventional preamble schemes under the aforementioned channel models. The proposed scheme has the advantage of saving the transmitted power, a requirement that could match 5G low power requirements.
滤波器组多载波(FBMC)被认为是5G的竞争波形候选,可以取代正交频分复用(OFDM)。然而,信道估计(CE)在FBMC中是一个很大的挑战,因为它受到固有干扰的影响,这种干扰是由子载波函数在实场中的正交性引起的。本文研究了一种改进的干扰近似方案(M-IAM),该方案通过近似邻近导频的固有干扰来适应复杂的信道频率,从而在简化处理的同时提高了CE性能。M-IAM方案比其他传统的前置方案,即干涉近似法(IAM)及其版本(IAM- c)和(E-IAM-C)具有更大的伪导频幅度;除了新颖的序言设计(NPS)。此外,所提出的(M-IAM)方案具有传输功率较低的特点。通过不同类型的室外和室内多径衰落信道(如IEEE 802.22、IEEE 802.11、专家和加性高斯白噪声(AWGN))以及时变信道(如瑞利和车辆A (Veh-A)),通过512和2048个子载波对M-IAM的CE性能进行了研究。仿真结果表明,在上述信道模型下,M-IAM方案比传统的前置方案具有更低的误码率(BER)、更低的归一化均方误差(NMSE)和更低的峰均功率比(PAPR)。该方案具有节省传输功率的优点,可以满足5G低功耗要求。
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引用次数: 2
Least square channel estimation for image transmission with ofdm over fading channel 衰落信道上ofdm图像传输的最小二乘信道估计
Pub Date : 2020-01-31 DOI: 10.5121/IJCNC.2020.12101
M. UshaS., B. MaheshH.
Wireless communication is the most effective communication to convey audio or video information among the population. It enables the masses to connect throughout the world. Wireless technologies improve the lifestyle of individuals in rural and poor communication areas. In this view, the quality of a reliable signal can be enhanced by minimizing carrier interference. In this paper bit error rate of an image, signal is transmitted over fading channel is analyzed using orthogonal frequency multiplexing and channel estimation technique. An Orthogonal Frequency Multiplexing (OFDM) provides prominent bandwidth effectiveness and improved immunity to the fading environments. In OFDM, the data is modulated using multiple numbers of subcarriers that are orthogonal to each other. A cyclic prefix is infixed between OFDM symbols to annihilate the inter symbol interference (ISI) and inter-carrier interference (ICI). The least square channel estimation method is used to minimize the effect of multipath fading. An image, signal is modulated using BPSK, QPSK, 16QAM and 64QAM digital modulation schemes with OFDM and channel estimation and transmitted over AWGN and fading channel. The objective of this work is to improve the signal to noise ratio by reducing interference.
无线通信是在人群中传递音频或视频信息的最有效的通信方式。它使大众能够在世界各地联系起来。无线技术改善了农村和通信条件差地区人们的生活方式。从这个角度来看,可以通过最小化载波干扰来提高可靠信号的质量。本文采用正交频复用技术和信道估计技术对衰落信道中图像信号的误码率进行了分析。正交频分复用(OFDM)提供了显著的带宽效率和增强的抗衰落环境的能力。在OFDM中,使用多个相互正交的子载波对数据进行调制。在OFDM符号之间插入一个循环前缀以消除符号间干扰和载波间干扰。采用最小二乘信道估计方法来减小多径衰落的影响。在OFDM和信道估计的基础上,采用BPSK、QPSK、16QAM和64QAM数字调制方案对图像信号进行调制,并在AWGN和衰落信道上传输。这项工作的目的是通过减少干扰来提高信噪比。
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引用次数: 2
Scientific Railway Signalling Symposium 2019: Mehr Verkehr auf die Schiene durch Digitalisierung?! – Was kann die Leit- und Sicherungstechnik dazu beitragen? 科学火车信号研讨会2019:通过数字化增加铁路交通?!谢谢你
Pub Date : 2020-01-22 DOI: 10.25534/TUPRINTS-00011296
Frederik Düpmeier, H. Winter, Volker Willert, J. Adamy, S. Dillmann, Miroslav Pejic, A. Oetting, Reiner Hähnle
Zum dritten Mal durften wir am 26. Juni 2019 ca. 110 Fachexpertinnen und Fachexperten aus dem Bereich der Leit- und Sicherungstechnik im Gastehaus der TU Darmstadt begrusen, um uber die Zukunft der Sicherungstechnik unter den Vorzeichen von Digitalisierung und Industrie 4.0 zu sprechen und den Horizont mit spannenden Einblicken aus Forschung und Praxis zu bereichern. Das Motto des diesjahrigen Scientific Railway Signalling Symposiums lautete „Mehr Verkehr auf die Schiene durch Digitalisierung?! – Was kann die Leit- und Sicherungstechnik dazu beitragen?“. In diesem Sinne diskutierten die Teilnehmerinnen und Teilnehmer in sieben Arbeitsgruppen, welchen Beitrag aktuelle und zukunftige Ansatze der digitalen Bahn zur Kapazitatsgewinnung bringen konnen und welche Knackpunkte es auf dem Weg dorthin noch zu losen gilt. Daran anschliesend brachte Herr Messerli von der SBB die Anwesenden auf den neusten Stand der Entwicklungen in der Schweiz. Dort geht das Branchenprogramm „smartRail 4.0“ nun in den Endspurt der Konzeptphase. Ein bereits konkret untersuchtes Anwendungsszenario fur Kapazitatssteigerungen durch Masnahmen im Bereich der LST bietet die S-Bahn Stuttgart. Dort wurden verschiedene zukunftige LST-Ausrustungsszenarien in Hinblick auf ihr Potential zur Verringerung von Verspatungsminuten untersucht und die Ergebnisse auf dem SRSS vorgestellt. Die Untersuchung ergab signifikante Unterschiede zwischen den untersuchten Varianten. Die bevorzugte Variante „ETCSe mit ATO-Light“ unterstreicht zudem, dass der groste Nutzen nur durch die Kombination mehrerer technischer Innovationen umgesetzt werden kann. Weitere thematische Inputs lieferten Einblicke in die Themen IT-Security und „ATO GoA2 over ETCS-L2-FS“. Zusatzlich zu diesen Beitragen aus der Industrie versteht sich das SRSS auch als Plattform fur wissenschaftliche Vortrage, die einen Einblick in die gegenwartige Forschung im Bereich der LST bieten. So bereicherten drei wissenschaftliche Beitrage zu den Themen „Ortung“, „automatisierte Planung von ETCS-Infrastruktur“ sowie „Sicherungslogik im Stellwerkskern“ das SRSS. Diese Beitrage bestehen neben dem Vortrag aus einem Aufsatz, der zuvor einen wissenschaftlichen Review-Prozess durchlief. Mit diesem Tagungsband mochten wir Ihnen diese interessanten Aufsatze zur Verfugung stellen und hoffen, dass sie hilfreiche Impulse fur Ihre weitere Arbeit bieten.
我们第三次可以在晚上26号办到2019年6月ca . 110 Fachexpertinnen采掘行业的规划人员守护和Sicherungstechnik Gastehaus内塔特工业begrusen以uber的未来Sicherungstechnik数字化和工业4.0的趋势下和地平线紧张激烈的堆说从研究和实践的丰富.今年的科学部门“火车轨道信号研讨会的口号是“通过数字化增加交通流量?!”——那么监督和安全的技术有什么帮助呢?”在这个意义上,参与者们在七个工作组中讨论了那些确实不是最新和更合适的数字路径建议如何让数字进步变得可以。接着,国家新闻社的梅塞利先生来到现场向在场的代表介绍了瑞士的最新进展。就快到概念阶段的最后阶段了贵方错过了竞争计划。他们研究了沙士联盟未来使用时间减少分心时间,并介绍了SRSS的结果。调查显示测试的模组之间有很大的差别。此外,最常用的版本“以核为载体”也强调,只有结合若干技术革新,才有可能实现最大的裨益。此外,其他专题听众能重播it安全的主题和“ATO GoA2”。本文补充来自工业界的一点贡献就是SRSS为演讲提供一个科学平台供瞭解这些粪时刻。比如,三种科学贡献贡献了“定位”、“基础设施自动化规划”和“车行业中的保险逻辑”(SRSS)等问题。除了演讲外,这些贡献还由文章组成,这篇文章此前经历过科学修订过程。请你根据这个会议的内容找到有用的资料并希望能提供有用的刺激
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引用次数: 1
期刊
arXiv: Signal Processing
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