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Technique for MAT analysis and performance assessment of P2P acquisition engines P2P采集引擎的MAT分析与性能评估技术
Pub Date : 2012-04-23 DOI: 10.1109/PLANS.2012.6236839
N. Kassabian, L. Presti
The first processing block within a Global Navigation Satellite Systems (GNSS) receiver is the acquisition engine. As it may represent a bottleneck for subsequent blocks in the receiver chain, it is essential to tune the acquisition engine to have any chance in designing an efficient receiver. Peer to Peer (P2P) networks present the opportunity to do so, by exchanging GNSS aiding information among nodes of the network to reduce the acquisition search space. Moreover, the Mean Acquisition Time (MAT) is often used as a performance metric and usually derived using probability generating functions and flow graph diagrams based on Markov processes. In this paper, an intuitive technique based on acquisition time and MAT diagrams is presented and used to derive an expression of the MAT as well as to analyze its constitutive terms. The MAT of a standard acquisition engine is compared to that of a P2P engine with a thorough investigation of a Gaussian search order and zig-zag search strategy to assess the performance improvement brought about by P2P networks.
全球导航卫星系统(GNSS)接收机内的第一个处理模块是采集引擎。由于它可能代表接收器链中后续块的瓶颈,因此调整采集引擎以设计有效的接收器至关重要。点对点(P2P)网络提供了这样做的机会,通过在网络节点之间交换GNSS辅助信息来减少获取搜索空间。此外,平均采集时间(MAT)经常被用作性能度量,通常使用概率生成函数和基于马尔可夫过程的流程图来推导。本文提出了一种基于采集时间和MAT图的直观技术,用于推导MAT的表达式并分析其本构项。通过对高斯搜索顺序和之字形搜索策略的深入研究,将标准采集引擎的MAT与P2P引擎的MAT进行了比较,以评估P2P网络带来的性能改进。
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引用次数: 3
GNSS spoofing detection in handheld receivers based on signal spatial correlation 基于信号空间相关的手持接收机GNSS欺骗检测
Pub Date : 2012-04-23 DOI: 10.1109/PLANS.2012.6236917
A. Broumandan, A. Jafarnia-Jahromi, V. Dehghanian, J. Nielsen, G. Lachapelle
Spoofing and jamming in the form of transmitting counterfeit location information and denying services are an emerging threat to GNSS receivers. In general, spoofing is a deliberate attack that aims to coerce GNSS receivers into generating false navigation solutions. The spoofing attack is potentially more hazardous than jamming since the target receiver is not aware of this threat and it is still providing position/navigation solutions which seem to be reliable. One major limitation of spoofers is that they are required to transmit several highly correlated GNSS signals simultaneously often from a single source in order to present a truthful navigation solution to the receiver. Different GNSS signals sourced from a single transmitter have essentially the same spatial signature, which as shown in this paper, can be utilized to discriminate the spoofing signals. In this paper a moving antenna is investigated to discriminate between the spatial signatures of the authentic and the spoofing signals based on monitoring the amplitude and Doppler correlation of the visible satellite signals. The effectiveness of this detection method is studied and verified based on a set of experiments.
以传送伪造位置信息和拒绝服务为形式的欺骗和干扰是GNSS接收机面临的新威胁。一般来说,欺骗是一种蓄意攻击,旨在迫使GNSS接收器生成错误的导航解决方案。欺骗攻击可能比干扰更危险,因为目标接收器不知道这种威胁,而且它仍然提供似乎可靠的位置/导航解决方案。欺骗器的一个主要限制是,为了向接收机提供真实的导航解决方案,它们通常需要同时从单个源发送几个高度相关的GNSS信号。来自同一发射机的不同GNSS信号具有基本相同的空间特征,本文利用空间特征可以区分欺骗信号。本文通过监测卫星可见信号的幅值和多普勒相关性,研究了移动天线对真实信号和欺骗信号空间特征的区分。通过一组实验对该检测方法的有效性进行了研究和验证。
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引用次数: 94
Architecture for asymmetric collaborative navigation 非对称协同导航的体系结构
Pub Date : 2012-04-23 DOI: 10.1109/PLANS.2012.6236955
Zhen Zhu, S. Roumeliotis, Joel A. Hesch, Han Park, Don Venable
Under the Air Force Research Laboratory (AFRL) Collaborative Robust Integrated Sensor Positioning (CRISP) program, Northrop Grumman Corporation (NGC) is designing and building a collaborative navigation system for multiple airborne platforms. The collaborative navigation architecture has been designed to take advantage of AFRL's Layered Sensing construct which enables platforms to share information. In particular, the ability to share GPS, relative range, imagery, geo-registered maps, and other measurements opens up many opportunities to improve the navigational accuracy and the robustness to GPS-denied conditions. In the CRISP program, the collaborative navigation system is being designed to be more robust and accurate by leveraging the asymmetry in the sensing, computation, and communication capabilities of disparate platforms. For example, the system takes advantage of higher performing sensors on the high-flyer (HF) platform, which are less susceptible to jamming, and cameras that generate larger sensor footprint and higher resolution images of the terrain. The low-flyers (LFs) have poorer navigation sensors, are more likely to be jammed, and have a more limited view of the terrain. Under this scenario, the HF may assist one or more LFs such that they, too, can have similar accuracy as the HF in a GPS-denied environment.
根据美国空军研究实验室(AFRL)协同鲁强集成传感器定位(CRISP)项目,诺斯罗普·格鲁曼公司(NGC)正在为多个机载平台设计和建造协同导航系统。协作导航架构旨在利用AFRL的分层传感结构,使平台能够共享信息。特别是,共享GPS、相对距离、图像、地理注册地图和其他测量结果的能力,为提高导航精度和对GPS拒绝条件的鲁棒性提供了许多机会。在CRISP项目中,协作导航系统通过利用不同平台的感知、计算和通信能力的不对称性,被设计得更加稳健和准确。例如,该系统利用了高飞行(HF)平台上性能更高的传感器,这些传感器不易受到干扰,并且可以生成更大的传感器足迹和更高分辨率的地形图像。低空飞行器(LFs)的导航传感器较差,更容易受到干扰,对地形的视野也更有限。在这种情况下,高频可以辅助一个或多个低频,这样它们也可以在拒绝gps的环境中具有与高频相似的精度。
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引用次数: 15
Joint location and parameter tracking of mobile nodes in wireless networks 无线网络中移动节点的联合定位与参数跟踪
Pub Date : 2012-04-23 DOI: 10.1109/PLANS.2012.6236975
T. Sathyan, M. Hedley
Achieving very high localization accuracy in wireless networks that measure time of arrival (TOA) is a challenging task, especially when low cost hardware is used. The local oscillators used in the wireless nodes will drift over time, which will result in frequency and time offset between different clocks. Synchronization between the clocks must be maintained to obtain highly accurate TOA measurements. The delay in the radio frequency electronics can also vary with time and environmental variation and for accurate localization this variation must be accounted for as well. Although calibrating these parameters prior to the operation of the network is one solution, it is not an option for networks that operate for longer periods of time or those that are rapidly deployed. In this paper we propose an algorithm that jointly tracks the frequency offset and radio delay of all the nodes in the network along with the location of the mobile nodes. The algorithm calculates the round trip delay measurements, which eliminates the need to estimate the time offset. We also derive the posterior Cramèr Rao lower bound (PCRLB) for the joint estimation problem, which provides a bound on the maximum performance achievable. Through simulations we show that the performance of the proposed algorithm is in close agreement with the PCRLB for both the non-kinematic and kinematic state estimation.
在测量到达时间(TOA)的无线网络中实现非常高的定位精度是一项具有挑战性的任务,特别是在使用低成本硬件的情况下。无线节点中使用的本地振荡器将随时间漂移,这将导致不同时钟之间的频率和时间偏移。为了获得高度精确的TOA测量,必须保持时钟之间的同步。射频电子器件的延迟也会随时间和环境变化而变化,为了准确定位,这种变化也必须考虑在内。虽然在网络运行之前校准这些参数是一种解决方案,但对于运行时间较长或快速部署的网络来说,这不是一个选择。在本文中,我们提出了一种联合跟踪网络中所有节点的频率偏移和无线电延迟以及移动节点位置的算法。该算法计算往返延迟测量,从而消除了估计时间偏移的需要。我们还推导了联合估计问题的后验cramror Rao下界(PCRLB),它提供了一个可达到的最大性能的边界。仿真结果表明,该算法在非运动状态估计和运动状态估计上都与PCRLB算法非常接近。
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引用次数: 3
GLANSER: Geospatial location, accountability, and Navigation System for Emergency Responders - system concept and performance assessment GLANSER:地理空间定位,问责制和应急响应导航系统-系统概念和性能评估
Pub Date : 2012-04-23 DOI: 10.1109/PLANS.2012.6236870
W. Hawkinson, P. Samanant, R. Mccroskey, R. Ingvalson, A. Kulkarni, L. Haas, B. English
A system that provides accurate and reliable location of Emergency Responders (ERs) in all types of environments presents multifaceted technological challenges. The system is intended to provide indoor/outdoor precision navigation, robust communications and real-time position updates on remote command display devices. Operational requirements include rapid and nonintrusive deployment, scalability to 500 users and seamless integration with existing procedures. Additional challenges are imposed by the need for a device that minimizes size, weight, and power with the ability to operate in uncertain and potentially hazardous in-building environments. The Department of Homeland Security Science and Technology Directorate (Program Manager - Dr. Jalal Mapar) has sponsored Honeywell, with team members Argon ST and TRX Systems, to develop the Geo-spatial Location, Accountability and Navigation System for Emergency Responders (GLANSER). GLANSER is currently in its Option 1 phase which is the second of a four-year program to migrate the technology from concept development all the way to product and operations (1). This paper describes development of both the current and continuing development of GLANSER system components, including the overall architecture, the navigation sensors (e.g. IMU, Doppler velocimeter), the sensor fusion and navigator design, the integrated networking, ranging, and data communications radio, the display implementation and a description of the heuristic elements, including automatic map building and constraint-based navigation corrections. It also describes testing protocols and recent navigation performance results of the prototype system. The remainder of this document is organized into three major sections: Section I is introductory and provides background information including key system requirements, technical challenges, candidate approaches, and rationale for selection of approach, sensors, hardware, and algorithms employed by the GLANSER system. Section II describes the GLANSER system and its major subcomponents in greater detail (including descriptions of the User Interface display). Section III describes the underlying ranging and communications network on which the GLANSER system is based. The final section of this report (section IV) presents results which describe performance and navigation accuracy of the current system under test.
在所有类型的环境中提供准确可靠的紧急响应器(er)位置的系统提出了多方面的技术挑战。该系统旨在提供室内/室外精确导航、强大的通信和远程命令显示设备上的实时位置更新。操作需求包括快速和非侵入式部署,可扩展到500个用户,以及与现有程序的无缝集成。额外的挑战是需要一种能够在不确定和潜在危险的建筑环境中运行的设备,以最大限度地减少尺寸,重量和功率。美国国土安全部科学技术局(项目经理- Jalal Mapar博士)资助霍尼韦尔及其团队成员Argon ST和TRX Systems开发用于应急响应人员的地理空间定位、问责和导航系统(GLANSER)。GLANSER目前处于选项1阶段,这是一个四年计划的第二个阶段,该计划将技术从概念开发一直迁移到产品和运营(1)。本文描述了GLANSER系统组件的当前和持续开发,包括整体架构,导航传感器(例如IMU,多普勒测速仪),传感器融合和导航设计,集成网络,测距和数据通信无线电。启发式元素的显示实现和描述,包括自动地图构建和基于约束的导航校正。介绍了原型系统的测试协议和最近的导航性能结果。本文档的其余部分分为三个主要部分:第一部分是介绍性的,提供了背景信息,包括关键系统需求、技术挑战、候选方法、方法选择的基本原理、传感器、硬件和GLANSER系统采用的算法。第二节更详细地描述了GLANSER系统及其主要子组件(包括对用户界面显示的描述)。第三部分描述了GLANSER系统所基于的底层测距和通信网络。本报告的最后一节(第四节)给出了描述当前测试系统的性能和导航精度的结果。
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引用次数: 30
Atom interferometric gravity sensor system 原子干涉重力传感器系统
Pub Date : 2012-04-23 DOI: 10.1109/PLANS.2012.6236861
D. Brown, L. Mauser, B. Young, M. Kasevich, H. Rice, V. Benischek
Real-time gravity measurements provide an accurate, high-resolution snapshot of the local gravity signature. Information developed from the gravity signature can be a significant contributor to battle space situational awareness, providing enhanced knowledge of the local operating environment and of the location of each operational participant in that environment. The Strategic Systems Programs (SSP) Navigation Branch (SP24) and Lockheed Martin, Maritime Systems and Sensors (MS2) have extensive experience in the development and use of gravity-measuring instrumentation. As part of the Trident Submarine Improved Accuracy Program, SP24 sponsored Lockheed Martin to develop the first submarine real-time gravity gradient system (circa 1990). This system was designed to correct an inertial navigator for gravity induced error. Following completion of this effort SP24 sponsored Lockheed Martin to develop and demonstrate additional gravity based navigation enhancements. These enhancements are currently referred to as gravity navigation and gravity collision avoidance (circa 2000). In more recent years, SP24 has been sponsoring Lockheed Martin, Stanford University, and AOSense, a Stanford University spin off, to investigate the potential of atomic interferometry to be the technology foundation for the next generation, low cost gravity sensor system. This paper describes Atom Interferometric (AI) theory, AI gravity sensor status, AI gravity system mechanization concepts and gravity based navigation enhancements such as gravity navigation and collision avoidance.
实时重力测量提供了精确的、高分辨率的本地重力特征快照。从重力特征中获得的信息可以对战斗空间态势感知做出重要贡献,可以增强对当地作战环境和该环境中每个作战参与者位置的了解。战略系统计划(SSP)导航分部(SP24)和洛·马公司海事系统和传感器(MS2)在开发和使用重力测量仪器方面拥有丰富的经验。作为三叉戟潜艇改进精度计划的一部分,SP24资助洛克希德·马丁公司开发第一种潜艇实时重力梯度系统(大约1990年)。该系统用于修正惯性导航仪的重力误差。在完成这项工作后,SP24赞助洛克希德马丁公司开发和演示额外的重力导航增强功能。这些增强功能目前被称为重力导航和重力碰撞避免(大约2000年)。近年来,SP24一直赞助洛克希德·马丁公司、斯坦福大学和斯坦福大学下属的AOSense公司,研究原子干涉测量技术的潜力,为下一代低成本重力传感器系统奠定技术基础。本文介绍了原子干涉(AI)理论、AI重力传感器现状、AI重力系统机械化概念以及重力导航和避碰等基于重力的导航增强技术。
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引用次数: 5
Characterization of non-line-of-sight (NLOS) bias via analysis of clutter topology 杂波拓扑分析表征非视距(NLOS)偏置
Pub Date : 2012-04-23 DOI: 10.1109/PLANS.2012.6236981
M. Hussain, Y. Aytar, N. Trigoni, A. Markham
Clutter-prone environments are challenging for range-based localization, where distances between anchors and the unlocalised node are estimated using wireless technologies like radio, ultrasound, etc. This is so due to the incidence of Non-Line-Of-Sight (NLOS) distance measurements as the direct path between the two is occluded by the presence of clutter. Thus NLOS distances, having large positive biases, can severely degrade localization accuracy. Till date, NLOS error has been modelled as various distributions including uniform, Gaussian, Poisson and exponential. In this paper, we show that clutter topology itself plays a vital role in the characterization of NLOS bias. We enumerate a feature-set for clutter topologies, including features that can be practically deduced without complete knowledge of the clutter topology. We then analyze the significance of these features, both individually and in combination with each other, in the estimation of the NLOS rate as well as the NLOS bias distribution for arbitrary clutter topologies. We show that we can obtain the NLOS rate with an error of only 0.03 for a given clutter topology using only those clutter topology features that can be practically realized in a real deployment. We show that estimating the NLOS bias distribution is more challenging which give a small number of poor estimations.
对于基于距离的定位来说,容易出现杂乱的环境是一个挑战,在这种情况下,锚点和未定位节点之间的距离是使用无线电、超声波等无线技术来估计的。这是由于非视距(NLOS)距离测量的发生率,因为两者之间的直接路径被杂波的存在所遮挡。因此,具有较大正偏差的NLOS距离会严重降低定位精度。迄今为止,NLOS误差已被建模为各种分布,包括均匀分布、高斯分布、泊松分布和指数分布。在本文中,我们证明了杂波拓扑本身在NLOS偏置的表征中起着至关重要的作用。我们列举了杂波拓扑的特征集,包括可以在不完全了解杂波拓扑的情况下实际推导出来的特征。然后,我们分析了这些特征在估计任意杂波拓扑的NLOS率和NLOS偏差分布中的重要性,无论是单独的还是相互结合的。我们表明,对于给定的杂波拓扑,仅使用那些在实际部署中可以实际实现的杂波拓扑特征,我们可以获得误差仅为0.03的NLOS率。我们表明,估计NLOS偏差分布更具挑战性,因为它给出了少量的不良估计。
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引用次数: 6
Analysis of coning motion caused by turntable's vibration in rotation inertial navigation system 旋转惯性导航系统中转台振动引起的圆锥运动分析
Pub Date : 2012-04-23 DOI: 10.1109/PLANS.2012.6236829
Jizhou Lai, Pin Lv, Jian-ye Liu, Ling Zhang
Turntable is an important part of rotation inertial navigation system (RINS). Due to machining accuracy, there exists certain angle error between vertical axis of the turntable and table rotation axis, which leads to table's vibration and further the loss of RINS's accuracy. Firstly, the error of turntable's vibration is modeled. And the analysis results show that inertial measurement unit (IMU) does coning error because of turntable's vibration. Then, the conning error caused by coning motion is analyzed, and the effect of multi-sample compensation algorithm based on the equivalent rotation vector is discussed. At the same time, the effect of rotation manner to RINS's coning error is discussed, and the result shows that back and forth rotation has a good compensation effect to the error. Finally, the above theoretical analyses are verified through simulation.
转台是旋转惯性导航系统的重要组成部分。由于加工精度的原因,转台纵轴与工作台旋转轴之间存在一定的角度误差,导致工作台产生振动,进而导致RINS精度的损失。首先,建立了转台振动误差模型。分析结果表明,由于转台的振动,惯性测量单元产生锥度误差。然后,分析了锥度运动引起的锥度误差,讨论了基于等效旋转矢量的多样本补偿算法的效果。同时,讨论了旋转方式对径向旋进误差的影响,结果表明,前后旋转对径向旋进误差有较好的补偿效果。最后,通过仿真验证了上述理论分析。
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引用次数: 9
Opportunistic radio SLAM for indoor navigation using smartphone sensors 利用智能手机传感器进行室内导航的机会无线电SLAM
Pub Date : 2012-04-23 DOI: 10.1109/PLANS.2012.6236873
Ramsey Faragher, C. Sarno, M. Newman
This paper provides the experimental results of a system utilising only the sensors available on a smartphone to provide an indoor positioning system that does not require any prior knowledge of floor plans, transmitter locations, radio signal strength databases, etc. The system utilises a Distributed Particle Filter Simultaneous Localisation and Mapping (DPSLAM) method to provide constraints on the drift of a simple hip-mounted Inertial Measurement Unit (IMU) integrated into the smartphone and providing the core information on the movement of the user. This system was developed during a project investigating methods of providing relative positioning systems to a team operating for extended periods without GPS. The paper concentrates on the DPSLAM positioning technique suitable for use by an individual with no prior knowledge of the area of operation before deployment. As with all SLAM systems, the user is simply required to revisit locations periodically to enable IMU drifts to be observed and corrected.
本文提供了一个系统的实验结果,该系统仅利用智能手机上可用的传感器来提供室内定位系统,该系统不需要任何平面图,发射机位置,无线电信号强度数据库等的先验知识。该系统利用分布式粒子滤波同步定位和映射(DPSLAM)方法,为集成到智能手机中的简单的臀部惯性测量单元(IMU)的漂移提供约束,并提供有关用户运动的核心信息。该系统是在一个项目研究期间开发的,该项目研究如何为长时间不使用GPS的团队提供相对定位系统。本文重点研究了DPSLAM定位技术,该技术适用于在部署前对操作区域没有先验知识的个人。与所有SLAM系统一样,用户只需定期重新访问位置,即可观察和纠正IMU漂移。
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引用次数: 84
Performance study of a new crosslink-aided User Range Accuracy (URA) integrity monitor algorithm for LPV-200 LPV-200新型交联辅助用户距离精度(URA)完整性监测算法的性能研究
Pub Date : 2012-04-23 DOI: 10.1109/PLANS.2012.6236881
B. Bian, D. O'Laughlin, C. Shively, R. Braff
A new algorithm for the GPS satellite User Range Accuracy (URA) integrity monitor that incorporates the satellite ranging measurements taken at ground monitor stations, aided by the crosslink ranging measurements taken between the GPS satellites, is presented. The new algorithm provides improved performance and eliminates the need for a key assumption of a previous algorithm that used ground and crosslink measurements. The performance of the new algorithm is analyzed and measured by the values of the minimum monitorable URA (MMU) for the satellites in the constellation. The availability of LPV-200 operations for an aviation GPS receiver that uses the MMU values as URAs to derive its integrity assured navigation position solution is also analyzed. The LPV- 200 availabilities at representative US and worldwide airport locations are presented. Improved performance of the new algorithm is shown as a reduction of the MMU value and an increase of the LPV-200 availability.
提出了一种新的GPS卫星用户距离精度(URA)完整性监测算法,该算法将地面监测站的卫星测距数据与GPS卫星间的交联测距数据相结合。新算法提供了改进的性能,并且消除了对先前使用地面和交联测量的算法的关键假设的需要。利用星座内卫星的最小可监测URA (MMU)值对新算法的性能进行了分析和测量。本文还分析了LPV-200操作对航空GPS接收机的可用性,该接收机使用MMU值作为URAs来获得其完整性保证的导航位置解决方案。介绍了LPV- 200在美国和世界各地有代表性的机场的可用性。新算法的性能改进表现为MMU值的降低和LPV-200可用性的提高。
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引用次数: 0
期刊
Proceedings of the 2012 IEEE/ION Position, Location and Navigation Symposium
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