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GNSS Probabilistic Single Differencing For Non-Parametric State Estimation Based On Spatial Map Data 基于空间地图数据的GNSS非参数状态估计概率单差分
Pub Date : 2020-11-23 DOI: 10.23919/ENC48637.2020.9317474
Paul Schwarzbach, O. Michler
High-precision user position estimation is a necessary prerequisite for various safety-critical applications and location based services in navigation. For vehicular applications, low-cost GNSS receivers are often utilized as they provide a reasonable trade-off between affordability and accuracy. Especially in dense urban environments their performance can be heavily degraded by signal shadowing and non-line-of-sight reception. These conditions challenge state-of-the-art GNSS positioning methods, namely Least Squares Estimation (LSE) and Extended Kalman Filtering (EKF). In this paper, we propose a robust non-parametric state estimation method called GNSS Probability Grid Positioning (PGP) utilizing Between-Satellite Differencing. The proposed method is based on incorporating three-dimensional terrain data providing an a-priori state space. The accuracy of PGP is validated in a dynamic scenario using a GNSS software defined radio simulation setup. We compare its performance to common positioning methods and show that PGP outperforms both LSE and EKF positioning under adverse reception conditions.
高精度的用户位置估计是各种安全关键应用和导航定位服务的必要前提。对于车载应用,通常使用低成本的GNSS接收器,因为它们在可负担性和准确性之间提供了合理的权衡。特别是在密集的城市环境中,它们的性能会受到信号阴影和非视距接收的严重影响。这些条件挑战了最先进的GNSS定位方法,即最小二乘估计(LSE)和扩展卡尔曼滤波(EKF)。本文提出一种基于星间差分的GNSS概率网格定位(PGP)鲁棒非参数状态估计方法。该方法结合三维地形数据,提供先验状态空间。使用GNSS软件定义的无线电仿真设置,在动态场景中验证了PGP的准确性。我们将其性能与常见的定位方法进行了比较,并表明PGP在不利的接收条件下优于LSE和EKF定位。
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引用次数: 2
PPP Performance with Large TEC Gradient and Mitigation Methods 具有大TEC梯度的PPP性能和缓解方法
Pub Date : 2020-11-23 DOI: 10.23919/ENC48637.2020.9317526
Yan Xiang, Wei Wang, Xin Chen, Wenxian Yun
During high-level solar activity time, frequent ionospheric irregularities lead to large total electron content (TEC) gradient. precise point positioning (PPP) performance can be significantly degraded under the unfavorable ionosphere conditions. We analyze the causes and effects of the ionosphere potential impacts on uncombined PPP (UPPP) performance in terms of the ionospheric stochastic model, blunders, and frequent cycle slips. Results show that a large enough stochastic variance is beneficial for better positioning solutions; blunders detection could improve the accuracy; a proper threshold to detect cycle slips could improve the accuracy significantly. Taking these effects into consideration, we can achieve a centimeter accuracy at each direction under the disturbed ionosphere conditions.
在太阳活动高峰期,频繁的电离层异常导致总电子含量(TEC)梯度大。在不利的电离层条件下,精确点定位(PPP)性能会显著下降。本文从电离层随机模式、误差和频繁的周期跳变等方面分析了电离层对UPPP (uncombined PPP)性能的潜在影响。结果表明,足够大的随机方差有利于更好的定位方案;错误检测可以提高准确率;采用合适的阈值检测周跳可以显著提高检测精度。考虑到这些影响,在电离层扰动条件下,我们可以在每个方向上达到厘米的精度。
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引用次数: 0
An Innovative Way to Promote Walking via a Smartphone Pedestrian Navigation Application 通过智能手机行人导航应用程序促进步行的创新方式
Pub Date : 2020-11-23 DOI: 10.23919/ENC48637.2020.9317478
George Papageorgiou, Katerina Hadjigeorgiou, Alexander N. Ness
The purpose of this paper is to investigate the extent to which people are prepared to use a smartphone navigation application to enhance their walking experience. The proposed smartphone app, which is based on a Smart Pedestrian Network (SPN) system would provide various incentives to promote walkability. In the research presented in this paper we attempt to answer questions such as: Would people walk more if they were rewarded by using the app? Can the proposed app motivate people to walk more by: providing navigation information, tracking peoples' steps, setting daily challenges and goals and giving rewards? To what extent can the proposed app support its users to become healthier and at the same time improve environmental conditions? For this purpose, a survey was conducted in Cyprus involving a representative sample of people. After data collection, statistical analysis was carried out in IBM SPSS software package. The results of the survey showed that apart from navigation information, providing rewards would motivate people to walk more. Specifically, 42% preferred their reward to be monetary while 39% would accept their reward to be donated for charity. Additionally, the majority of respondents would not only use but also recommend the proposed application to others.
本文的目的是调查人们准备使用智能手机导航应用程序来增强步行体验的程度。这款基于智能行人网络(SPN)系统的智能手机应用程序将提供各种激励措施,以促进步行。在本文提出的研究中,我们试图回答以下问题:如果人们通过使用应用程序获得奖励,他们会走得更多吗?这款应用能否通过提供导航信息、跟踪人们的步数、设定每日挑战和目标以及给予奖励来激励人们多走路?拟议中的应用程序能在多大程度上帮助用户变得更健康,同时改善环境状况?为此目的,在塞浦路斯进行了一项有代表性的抽样调查。数据收集完成后,在IBM SPSS软件包中进行统计分析。调查结果显示,除了导航信息,提供奖励也能激励人们多走路。具体来说,42%的人更喜欢金钱奖励,39%的人愿意接受捐给慈善机构的奖励。此外,大多数受访者不仅会使用,还会向他人推荐拟议的应用程序。
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引用次数: 0
Considerations for message design of new satellite navigation signal 新型卫星导航信号报文设计的若干考虑
Pub Date : 2020-11-23 DOI: 10.23919/ENC48637.2020.9317455
J. Noh, D. Lim, G. Jo, Sang Jeong Lee
In this paper, TTFFD according to the length of CED and the length of message frame is analyzed in order to design the structure of message of new satellite navigation signal. The GPS CNA V and GPS CNA V-2 message is used structures as the basis for the message structure of the new navigation signal. In addition, the data rate of the navigation data other than the CED during the maximum broadcast interval of CED is analyzed. From the results, TTFFD is the best in the structure of CNA V-2 format. However, considering both TTFFD and the data rate of additional navigation information, it is thought that CNA V format based message structure is appropriate as a message structure of new satellite navigation signal.
为了设计新型卫星导航信号的报文结构,本文根据报文长度和报文帧长度对TTFFD进行了分析。采用GPS CNA V和GPS CNA V-2电文结构作为新导航信号电文结构的基础。此外,还分析了在CED最大广播间隔内,除CED以外的其他导航数据的数据速率。从结果来看,TTFFD在CNA V-2格式的结构中效果最好。然而,考虑到TTFFD和附加导航信息的数据率,我们认为基于CNA V格式的报文结构作为新型卫星导航信号的报文结构是合适的。
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引用次数: 0
EGNOS System Evolutions in Europe and within the International Multi-SBAS context 欧洲和国际多sbas背景下的EGNOS系统演变
Pub Date : 2020-11-23 DOI: 10.23919/ENC48637.2020.9317310
D. Flament, David Thomas, C. Lopez, J. Melinotte, K. Urbanska, X. Derambure, Arnaud Boisseau
EGNOS is the first generation satellite navigation system developed in Europe. The Implementation phase started in 1999 and the entry into Safety Of Life operations has been declared in 2011. It has been designed for stringent Civil Aviation operations (up to Precision Approach Category 1) which are guaranteed all over the EU and is compliant to the International ICAO Standards. The system concept corresponds to the SBAS (defined by ICAO), standing for Satellite Based Augmentation Systems. It is based on a ground segment augmenting existing GNSS signals and delivering to the end users in quasi real time, a very reliable set of corrections, then improving the accuracy and the integrity of the positioning. EGNOS is the second system of a worldwide family of similar regional systems of other regions of the world (North America, Japan, India, South Korea, China, etc…). As these systems have to be designed, qualified, operated and maintained in full interoperability with the others of the same family, an international working group called SBAS Interoperability Working Group was created in 1997 by the US FAA and ESA, which has grown since 1997, now gathering more than 10 SBAS Development Agencies / Service Providers. This paper, in its first part, will provide a detailed update on the status, organisation and main achievements of this International SBAS Interoperability Working Group, and in particular, present the status of the Global SBAS project combining all SBAS development and modernization projects around the world, for an objective to offer a quasi-global coverage of the SBAS services. At European level, for EGNOS, the Implementation Phase of the second generation of EGNOS called EGNOS V3 has started (January 2018). EGNOS V3 is designed to augment, not only the GPS L1 signals but new signals from both GPS and Galileo in dual frequency L1 and L5, and will then offer significantly enhanced services. The paper will present in its second part the benefits expected from EGNOS V3 and the on-going R&D activities to prepare the future evolutions (post EGNOS V3) addressing, in particular, services outside Aviation.
EGNOS是欧洲开发的第一代卫星导航系统。实施阶段始于1999年,并于2011年宣布进入生命安全运营阶段。它是为严格的民用航空操作而设计的(精确进近第一类),在整个欧盟得到保证,并符合国际民航组织的标准。系统概念对应于SBAS(由国际民航组织定义),即基于卫星的增强系统。它基于增强现有GNSS信号的地面分段,并准实时地向最终用户提供一组非常可靠的校正,然后提高定位的准确性和完整性。EGNOS是世界上其他地区(北美、日本、印度、韩国、中国等)类似区域系统的全球家族中的第二个系统。由于这些系统必须与同一家族的其他系统完全互操作性,因此美国联邦航空局和欧空局于1997年创建了一个名为SBAS互操作性工作组的国际工作组,该工作组自1997年以来不断发展,现在聚集了10多个SBAS开发机构/服务提供商。本文的第一部分将详细介绍国际SBAS互操作性工作组的现状、组织和主要成就,特别是介绍全球SBAS项目的现状,该项目结合了世界各地所有SBAS开发和现代化项目,目的是提供准全球覆盖的SBAS服务。在欧洲层面,对于EGNOS,第二代EGNOS V3的实施阶段已经开始(2018年1月)。EGNOS V3不仅可以增强GPS L1信号,还可以在双频L1和L5中增强GPS和伽利略系统的新信号,从而提供显著增强的服务。本文将在第二部分介绍EGNOS V3的预期好处,以及正在进行的研发活动,以准备未来的发展(EGNOS V3后),特别是针对航空以外的服务。
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引用次数: 1
Interference Mitigation And Miniaturized Antenna Array Spatial Pattern Compensation With STAP 基于STAP的干扰抑制与小型化天线阵列空间方向图补偿
Pub Date : 2020-11-23 DOI: 10.23919/ENC48637.2020.9317501
E. P. Marcos, S. Caizzone, M. Cuntz, A. Konovaltsev, M. Meurer
Two miniaturized antenna arrays for GNSS receivers are presented. The effects of the miniaturization on the performance of an interference mitigation STAP algorithm are analyzed. The performance degradation imposed by the miniaturization on the spatial gain is showed and a potential compensation is proposed.
提出了两种用于GNSS接收机的小型化天线阵列。分析了小型化对干扰抑制STAP算法性能的影响。指出了小型化对空间增益的影响,并提出了一种潜在的补偿方法。
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引用次数: 1
Rapid Initialization for Long Baseline RTK Positioning: Combined GPS+Galileo+BDS+QZSS+GLONASS with Partial Ambiguity Resolution 基于GPS+Galileo+BDS+QZSS+GLONASS的长基线RTK定位快速初始化
Pub Date : 2020-11-23 DOI: 10.23919/ENC48637.2020.9317350
A. Brack
Introducing atmospheric delays in the GNSS RTK positioning model significantly weakens the ambiguity resolution performance, causing for instance long times to reliably fix the ambiguities when differential ionospheric delays have to be estimated. In order to overcome this problem, the combination of two strategies is proposed in this paper: the joint processing of five GNSS and partial ambiguity resolution. For GLONASS, the recently introduced integer estimable FDMA model from [1] is employed. We analyze two different partial ambiguity resolution schemes, both with simulations and real GNSS data from an 88.5 km baseline. The results show that instantaneous centimeter level positioning is possible with the ionosphere weighted model, and that on average only 3.5 epochs are required to reach the centimeter level with the ionosphere float model.
在GNSS RTK定位模型中引入大气延迟会显著削弱模糊度解决性能,例如,当需要估计不同电离层延迟时,需要很长时间才能可靠地修复模糊度。为了克服这一问题,本文提出了两种策略的结合:5个GNSS的联合处理和部分模糊度的解决。对于GLONASS,采用了最近从[1]中引入的整数估计FDMA模型。我们分析了两种不同的部分模糊度解决方案,分别使用模拟和来自88.5 km基线的真实GNSS数据。结果表明,电离层加权模型可实现瞬时厘米级定位,而电离层浮动模型平均仅需3.5历元即可达到厘米级定位。
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引用次数: 2
Impact of Unknown Digital Map Errors on Satellite-based Navigation in Railway 未知数字地图误差对铁路卫星导航的影响
Pub Date : 2020-11-23 DOI: 10.23919/ENC48637.2020.9317448
A. Grosch, Omar García Crespillo
Satellite navigation is considered one of the key technologies for future train control and railway signalling. Since Global Navigation Satellite System (GNSS) does not provide a location solution directly on the track domain, the use of a precise railway track map is essential to be integrated with GNSS. However, most current localization solutions assume that the track map, which relates the geographical position of the track with its unique location in the railway network, is perfectly known without any error. In this paper, we investigate and discuss the impact that digital track map errors can have on track-constrained GNSS positioning. First, we derive the mathematical basis that accounts for the propagation of map errors to the position solution. Then, we present the impact on the detection capability of pseudo range faults if these map errors are not known or ignored. The analysis show the importance of accounting properly for these errors to guarantee certain requirement levels.
卫星导航被认为是未来列车控制和铁路信号的关键技术之一。由于全球卫星导航系统(GNSS)不能直接在轨道域上提供定位解决方案,因此使用精确的铁路轨道地图是与GNSS集成的必要条件。然而,大多数当前的定位解决方案都假设轨道地图是完全已知的,没有任何错误。轨道地图将轨道的地理位置与其在铁路网中的独特位置联系起来。在本文中,我们研究和讨论了数字航迹图误差对航迹约束GNSS定位的影响。首先,我们推导了解释地图误差传播到位置解的数学基础。然后,我们给出了这些地图错误不知道或忽略对伪距离故障检测能力的影响。分析表明,正确核算这些错误对于保证一定的需求水平是非常重要的。
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引用次数: 1
Jamming an Uncalibrated GNSS Array Receiver of Distributed Antenna Elements for Concealed Installation in Passenger Cars 用于轿车隐蔽安装的分布式天线单元GNSS阵列接收机的干扰
Pub Date : 2020-11-23 DOI: 10.23919/ENC48637.2020.9317483
Marius Brachvogel, M. Niestroj, S. Zorn, M. Meurer, S. N. Hasnain, R. Stephan, M. Hein
Interference signals are a severe threat to any GNSS receiver. Due to the low reception power of satellite signals, even comparably weak interferences can significantly decrease the positioning accuracy of the receiver or lead to a complete signal loss. Therefore, any active interference signal has to be mitigated to ensure a continuous and safe operation. This is especially important in the field of automated driving, where the permanent awareness of a human being is no longer presumed and cars rely solely on GNSS to determine the absolute position necessary for navigation. While uniform rectangular arrays have shown to be the most effective method against interference signals by providing the ability to spatially mitigate incident signals, their size prevents an application in cars produced for the consumer mass market. This paper presents an arrangement, where a set of two distributed linear arrays is used, which seems promising for a concealed installation and allows the application of spatial signal processing algorithms such as beamforming and nulling. Consequences on the positioning accuracy from the joint processing of signals from distributed antenna elements are discussed and the capability to mitigate interference sources is demonstrated.
干扰信号是对任何GNSS接收机的严重威胁。由于卫星信号的接收功率较低,即使是比较微弱的干扰也会显著降低接收机的定位精度或导致信号完全丢失。因此,必须减轻任何有源干扰信号,以确保连续安全运行。这在自动驾驶领域尤其重要,因为在自动驾驶领域,不再假设人类的永久意识,汽车完全依靠GNSS来确定导航所需的绝对位置。虽然均匀矩形阵列已被证明是对抗干扰信号最有效的方法,因为它提供了在空间上减轻入射信号的能力,但它们的尺寸阻碍了在面向消费大众市场生产的汽车中的应用。本文提出了一种布置,其中一组两个分布式线性阵列被使用,这似乎有希望隐蔽安装,并允许应用空间信号处理算法,如波束形成和零化。讨论了分布式天线单元信号联合处理对定位精度的影响,并演示了其抑制干扰源的能力。
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引用次数: 1
Universal ranging code generator of GNSS signals GNSS信号的通用测距码发生器
Pub Date : 2020-11-23 DOI: 10.23919/ENC48637.2020.9317376
O. K. Mikhaylova, I. Korogodin, I. V. Lipa
This paper reviews PRN code generation methods. Generated codes are used as ranging codes in the existing GNSSs. These codes are used to improve the accuracy of the ranging measurements. We present the structure of the universal code generator which can be used in the satellite navigation systems: NAVSTAR GPS, GLONASS, Galileo, Beidou. This generator provides the ability to generate ranging codes for almost 70% of all open navigation signals. Universal generator was implemented as a SystemVerilog module as part of the navigation receiver software. Using the receiver including this module, we have successfully received navigation signals that use different PRN codes. We also compared hardware resource utilization by universal generator and by GPS C/A ranging code generator. This analysis showed that the universal generator module uses less than 4 times more FPGA resources than the special GPS C/A generator module. However, the resource utilization of the correlator channel increases by only 5 percent.
本文综述了PRN代码生成方法。生成的代码在现有gnss中用作测距代码。这些编码用于提高测距测量的精度。提出了一种适用于卫星导航系统(NAVSTAR、GPS、GLONASS、Galileo、北斗)的通用码发生器结构。该发生器为几乎70%的开放导航信号提供了生成测距码的能力。通用发生器作为SystemVerilog模块实现,作为导航接收机软件的一部分。使用包含该模块的接收机,我们已经成功接收到使用不同PRN码的导航信号。并比较了通用码生成器和GPS C/A测距码生成器的硬件资源利用率。分析表明,通用发生器模块比专用GPS C/A发生器模块多使用不到4倍的FPGA资源。然而,相关器信道的资源利用率只增加了5%。
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引用次数: 1
期刊
2020 European Navigation Conference (ENC)
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