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2014 IEEE/ION Position, Location and Navigation Symposium - PLANS 2014最新文献

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Software-defined radio based roadside jammer detector: Architecture and results 基于软件定义无线电的路边干扰探测器:架构和结果
Pub Date : 2014-05-05 DOI: 10.1109/PLANS.2014.6851504
R. Bauernfeind, B. Eissfeller
The road transportation sector is the most dynamic and growing field of GNSS applications, far beyond vehicle navigation. Distance based road user charging systems and location based services generate important revenue streams. GNSS based advanced driver assistance systems increase the traffic efficiency and help to reduce the number of accidents. As GNSS is the primary sensor for position determination, it is important to be aware of performance degradations and have means to mitigate upcoming threats. An recent emerging threat originates from GNSS jammers, so called Personal Privacy Devices (PPDs), which are used either to hide someone's whereabouts in order to protect privacy or for criminal actions like attempting fraud on GNSS based charging systems or to disable GNSS based theft protection systems. In order to give local authorities the means to estimate the extent of the threat, a jammer detector is presented which can be easily deployed and operated at any point of interest. Results from an initial measurement campaign are presented where the detector has been deployed over several weeks at two highway gantries in the area of Munich.
道路运输领域是GNSS应用最具活力和增长的领域,远远超出了车辆导航。基于距离的道路使用者收费系统和基于位置的服务产生了重要的收入来源。基于GNSS的先进驾驶辅助系统提高了交通效率,有助于减少事故数量。由于GNSS是定位的主要传感器,因此必须意识到性能下降并采取措施减轻即将到来的威胁。最近出现的威胁来自GNSS干扰器,即所谓的个人隐私设备(ppd),用于隐藏某人的行踪以保护隐私或用于犯罪行为,如企图在基于GNSS的收费系统上进行欺诈或禁用基于GNSS的盗窃保护系统。为了给地方当局提供估计威胁程度的手段,提出了一种干扰探测器,可以在任何感兴趣的点轻松部署和操作。从最初的测量活动的结果提出了探测器已经部署了几个星期在慕尼黑地区的两个高速公路龙门。
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引用次数: 16
Online calibration research on the lever arm effect for the hypersonic vehicle 高超声速飞行器杠杆臂效应在线标定研究
Pub Date : 2014-05-05 DOI: 10.1109/PLANS.2014.6851495
Zhi Xiong, Hui Peng, Jian-ye Liu, Jie Wang, Yongrong Sun
The IMU's center of mass may be deviated from the vehicle body's center of mass in the high dynamic flight environment of the hypersonic vehicle; this phenomenon may lead to the lever arm effect error if the angular movement exists. If the lever arm effect error cannot be calibrated and compensated during the high dynamic flight process, the lever arm effect error may affect the accuracy of the SINS largely to some extent. The online calibration method for the lever arm effect of the SINS is proposed in this paper. The model of the lever arm effect is built and the length of lever arm is used as the state variable. The observability of the system variables is analyzed and the Kalman Filter is used to calibrate the length of the lever arm. The simulation results show that the designed method can effectively calibrate the length of the lever arm online. The calibration results are used to compensate the navigation system and the results show that accuracy of the compensated navigation system is improved than the uncompensated one.
在高超声速飞行器的高动力飞行环境中,IMU的质心可能会偏离飞行器的质心;如果存在角度运动,这种现象可能导致杠杆臂效应误差。在高动态飞行过程中,如果不能对杠杆臂效应误差进行校正和补偿,杠杆臂效应误差将在一定程度上影响捷联惯导系统的精度。提出了捷联惯导系统杠杆臂效应的在线标定方法。建立了杠杆臂效应模型,将杠杆臂长度作为状态变量。分析了系统变量的可观测性,利用卡尔曼滤波对杠杆臂的长度进行了标定。仿真结果表明,所设计的方法可以有效地在线标定杠杆臂的长度。利用标定结果对导航系统进行了补偿,结果表明,补偿后的导航系统的精度比未补偿时有所提高。
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引用次数: 10
Optimization method of MEMS IMU/LADAR integrated navigation system based on Compressed-EKF 基于压缩ekf的MEMS IMU/LADAR组合导航系统优化方法
Pub Date : 2014-05-05 DOI: 10.1109/PLANS.2014.6851365
Y. Hang, Jian-ye Liu, Rong-bing Li, Yongrong Sun, Ting-wan Lei
Micro-electromechanical Systems (MEMS) IMU/ LADAR integrated navigation is a new-type autonomous navigation and environment detection method. It has a broad application prospect in the indoor environment. In MEMS IMU/LADAR integrated navigation system, the MEMS inertial sensors are used to measure vehicle movement. The LADAR is used to detect environmental features, and their outputs are fused by a digital filter, to provide precise position and environment mapping information for small rotorcraft. However, with the increasing amounts of observed landmarks, the computation complexity of traditional Extended Kalman Filter (EKF) increase excessively, making it unable to meet the realtime navigation requirement for small rotorcraft. In addition, the existing LADAR is generally planar scanning radar. When the aircraft's attitudes change, there is no guarantee that detecting plane maintains in a horizontal plane. This makes detecting information couple attitude angle measurement errors, and would bring great errors to the integrated navigation results. According to the problems mentioned above, the paper proposes the LADAR's attitude angle coupling error compensation algorithm. The navigation filter is designed based on Compressed-EKF(CEKF) algorithm. And the experimental prototype is designed for MEMS IMU/LADAR integrated navigation system, to verify CEKF algorithm in indoor environment. The tests show that the proposed algorithm can effectively improve the LADAR's precision and decrease the calculation amount of filtering algorithm. The research has significant reference value for small rotorcraft's simultaneous location and mapping (SLAM) technology in the structured indoor environment.
微机电系统(MEMS) IMU/ LADAR组合导航是一种新型的自主导航和环境探测方法。在室内环境中具有广阔的应用前景。在MEMS IMU/LADAR组合导航系统中,采用MEMS惯性传感器对车辆运动进行测量。LADAR用于检测环境特征,其输出通过数字滤波器融合,为小型旋翼飞机提供精确的位置和环境映射信息。然而,随着观测到的地标数量的增加,传统的扩展卡尔曼滤波(EKF)的计算量急剧增加,无法满足小型旋翼飞行器实时导航的要求。此外,现有的雷达一般为平面扫描雷达。当飞机姿态发生变化时,不能保证探测飞机保持在水平面上。这使得探测信息耦合姿态角测量存在误差,给组合导航结果带来较大误差。针对上述问题,本文提出了雷达姿态角耦合误差补偿算法。基于压缩ekf (CEKF)算法设计了导航滤波器。并针对MEMS IMU/LADAR组合导航系统设计了实验样机,在室内环境下对CEKF算法进行了验证。实验表明,该算法能有效提高雷达的精度,减少滤波算法的计算量。该研究对小型旋翼机在结构化室内环境下的同步定位与测绘(SLAM)技术具有重要的参考价值。
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引用次数: 3
Covariance calculation for batch processing terrain referenced navigation 批量处理地形参考导航的协方差计算
Pub Date : 2014-05-05 DOI: 10.1109/PLANS.2014.6851435
S. Yun, W. Lee, Chan Gook Park
This paper proposes the method to calculate a covariance matrix of a batch processing terrain referenced navigation (TRN) for an integrated INS/TRN system using a Kalman filter. The batch processing TRN system cannot automatically provide a covariance matrix of the estimation error. That is why it is important to calculate a covariance matrix for batch processing TRN system. The newly adaptive algorithm based on recursive least square algorithm is proposed. The proposed adaptive algorithm can calculate the covariance of each measurement noise of the batch processing TRN. It also has stable property when the filter operates in a non-stationary environment. It is shown that the batch processing TRN with proposed algorithm has better performance than the TRN with conventional one in the computer simulations.
提出了一种基于卡尔曼滤波的批量处理地形参考导航(TRN)协方差矩阵计算方法。批处理TRN系统不能自动提供估计误差的协方差矩阵。这就是为什么计算协方差矩阵对于批处理TRN系统是很重要的。提出了一种新的基于递推最小二乘算法的自适应算法。提出的自适应算法可以计算出批处理TRN中各测量噪声的协方差。该滤波器在非平稳环境下也具有稳定的性能。计算机仿真结果表明,该算法的批处理TRN比传统的批处理TRN具有更好的性能。
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引用次数: 6
Optimized MHSS ARAIM user algorithms: Assumptions, protection level calculation and availability analysis 优化的MHSS ARAIM用户算法:假设、保护级别计算和可用性分析
Pub Date : 2014-05-05 DOI: 10.1109/PLANS.2014.6851389
V. Kropp, B. Eissfeller, G. Berz
This paper describes and further develops two algorithms which are currently being considered by a bilateral EU-U.S. working group on Advanced Receiver Autonomous Integrity Monitoring (ARAIM) called Working Group C (WG-C); the baseline ARAIM MHSS algorithm and an expansion of this approach termed Q*-MHSS. The availability performance, given either an equal or an optimized allocation of integrity and continuity budgets to all failure modes, is assessed. The paper furthermore proposes an improvement to the protection level calculations by introducing a geometry check to exclude weak geometries and corresponding fault modes leading to excessive protection levels. This is relevant in particular when considering constellation-wide consistent faults under relatively high constellation fault probabilities, such as may be necessary when initially starting ARAIM service with constellations that have a limited service history.
本文描述并进一步发展了两种算法,这两种算法目前正在由双边欧盟和美国考虑。先进接收机自主完整性监测(ARAIM)工作组,称为工作组C (WG-C);基线ARAIM MHSS算法和该方法的扩展称为Q*-MHSS。在给定所有故障模式的完整性和连续性预算的相同或优化分配的情况下,评估可用性性能。此外,本文还提出了一种改进保护等级计算的方法,通过引入几何校核来排除导致保护等级过高的弱几何和相应的故障模式。这在考虑相对较高的星座故障概率下的星座范围内的一致性故障时尤其重要,例如在初始启动具有有限服务历史的星座的ARAIM服务时可能是必要的。
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引用次数: 9
Bayesian recognition of safety relevant motion activities with inertial sensors and barometer 基于惯性传感器和气压计的安全相关运动活动的贝叶斯识别
Pub Date : 2014-05-05 DOI: 10.1109/PLANS.2014.6851373
K. Frank, Estefania Munoz Diaz, P. Robertson, Francisco Javier Fuentes Sanchez
Activity recognition has been a hot topic in research throughout the last years. Walking, standing, sitting or lying have been detected with more or less confidence, in more or less suitable system designs. None of these systems however has entered daily life, neither in mass market, nor in professional environments. What is required is an unobtrusive system, requiring few resources and - most important - recognizing all important activities with high confidence. To this end, our research has focused on the professional market for safety related applications: first responders or also military use. Next to the classical motion related activities, our system supports motions in three dimensions that are necessary for all kinds of movements indoors as well as outdoors. These include falling, wriggling, crawling, climbing stairs up and down and using an elevator. We have proven this approach to run in real-time with only a single wireless sensor attached to the body while achieving robust and reliable recognition with a delay lower than two seconds.
在过去的几年里,活动识别一直是研究的热点。在或多或少合适的系统设计中,行走,站立,坐着或躺着的检测或多或少有信心。然而,这些系统都没有进入日常生活,无论是在大众市场还是在专业环境中。所需要的是一个不引人注目的系统,需要很少的资源,最重要的是,高度自信地承认所有重要的活动。为此,我们的研究重点是安全相关应用的专业市场:急救人员或军事用途。除了经典的运动相关活动外,我们的系统还支持室内和室外各种运动所必需的三维运动。这些活动包括跌倒、扭动、爬行、上下爬楼梯和使用电梯。我们已经证明了这种方法可以实时运行,只需要一个附着在身体上的无线传感器,同时实现鲁棒可靠的识别,延迟低于两秒。
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引用次数: 18
Influence of latitude in coarse self-alignment of strapdown inertial navigation systems 纬度对捷联惯导系统粗自对准的影响
Pub Date : 2014-05-05 DOI: 10.1109/PLANS.2014.6851496
F. O. Silva, E. M. Hemerly, Waldemar C. L. Filho
In this paper, a new approach for the coarse self-alignment of strapdown inertial navigation systems (SINS) is presented. This approach, here called indirect approach, consists on estimating the initial Euler angles of the SINS for a given rotation sequence, directly from the inertial sensors raw readings, to then proceed with the calculation of the corresponding direct cosine matrix (DCM), which represents the SINS initial orientation. It is demonstrated in this paper that the utilization of the proposed approach with rotation sequences 321, or 312, allows the SINS initial orientation to be accurately determined in terms of its DCM, even if the actual position of the SINS on the Earth's surface is unknown. This approach is, therefore, particularly useful in situations where the SINS position is unknown, or for safety reasons, must not be informed.
提出了一种捷联惯导系统粗自对准的新方法。这种方法,这里称为间接方法,包括直接从惯性传感器的原始读数估计给定旋转序列的捷联惯导系统的初始欧拉角,然后进行相应的直接余弦矩阵(DCM)的计算,DCM表示捷联惯导系统的初始方向。本文证明,利用所提出的旋转序列321或312的方法,即使在SINS在地球表面的实际位置未知的情况下,也可以根据其DCM精确确定SINS的初始方向。因此,这种方法在SINS位置未知或出于安全原因不能告知的情况下特别有用。
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引用次数: 12
A dual-rate multi-filter algorithm for LiDAR-aided indoor navigation systems 激光雷达辅助室内导航系统的双速率多滤波算法
Pub Date : 2014-05-05 DOI: 10.1109/PLANS.2014.6851467
Shifei Liu, M. Atia, Tashfeen B. Karamat, S. Givigi, A. Noureldin
The demand for a reliable and accurate navigation system that can replace Global Positioning System (GPS) in GPS-denied environment has become increasingly imperative. For indoor environment where GPS is almost unavailable or unreliable, the utilization of other sensors such as inertial sensors becomes necessary. However, inertial sensors alone cannot sustain reliable long-term accuracy due to errors accumulation without external periodic corrections. Thus this paper proposes the utilization of Light Detection and Ranging (LiDAR) as an alternative system to provide periodic corrections. In this paper, a tightly-coupled integrated navigation system that integrates LiDAR, a single-axis gyroscope and wheel encoder is introduced. Straight lines detection and extraction algorithm is utilized to estimate the changes in orientation and range from LiDAR to the extracted line. LiDAR-estimated orientation change and range change to the extracted line feature between two consecutive LiDAR scans are first filtered out through a high rate extended Kalman Filter (EKF) to remove the effect of short-term noise associated with LiDAR scans. Then the smoothed orientation and range changes are fused by a low rate EKF with those predicted by gyroscope and wheel encoder. The proposed system is verified through real experiment on a wirelessly controlled Unmanned Ground Vehicle (UGV). Experimental results indicate that navigation accuracy has been improved to sub-meter and gyroscope bias is precisely estimated.
在全球定位系统(GPS)缺失的环境下,对可靠、准确的导航系统的需求日益迫切。在GPS几乎不可用或不可靠的室内环境中,需要使用惯性传感器等其他传感器。然而,惯性传感器本身无法维持可靠的长期精度,因为没有外部周期性修正的误差积累。因此,本文提出利用光探测和测距(LiDAR)作为提供周期性校正的替代系统。介绍了一种结合激光雷达、单轴陀螺仪和轮式编码器的紧密耦合组合导航系统。直线检测和提取算法用于估计激光雷达到提取直线的方向和距离变化。首先,通过高速率扩展卡尔曼滤波器(EKF)过滤掉两次连续LiDAR扫描之间LiDAR估计的方向变化和距离变化,以消除与LiDAR扫描相关的短期噪声的影响。然后用低速率EKF将平滑的方向和距离变化与陀螺仪和轮式编码器预测的方向和距离变化进行融合。通过无线控制无人地面车辆(UGV)的实际实验验证了该系统的有效性。实验结果表明,该方法将导航精度提高到亚米级,并能准确估计陀螺仪偏差。
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引用次数: 5
Optimal GNSS acquisition parameters when considering bit transitions 考虑位转换时的最佳GNSS采集参数
Pub Date : 2014-05-05 DOI: 10.1109/plans.2014.6851445
Myriam Foucras, Bertrand Ekambi, Fayaz Bacard, O. Julien, C. Macabiau
This article focuses on the bit sign transition and its impact on the acquisition performance in terms of probability of detection. To do so, a theoretical study on the correlation process considering bit sign transition is done leading to the expression of the probability of detection, expressed in function of the bit transition location. Based on this, Monte-Carlo simulations were run to determine the acquisition performance degradations in terms of sensitivity losses and probability of detection for several GNSS civil signals. This allows determining the optimal acquisition parameters when bit sign transitions are considered during the acquisition process.
本文主要从检测概率的角度研究位符号转换及其对采集性能的影响。为此,对考虑位符号转移的相关过程进行了理论研究,得到了检测概率的表达式,表示为位转移位置的函数。在此基础上,运行蒙特卡罗仿真,确定了几种GNSS民用信号在灵敏度损失和检测概率方面的采集性能下降。这允许在采集过程中考虑位符号转换时确定最佳采集参数。
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引用次数: 11
Vestigial signal defense through signal quality monitoring techniques based on joint use of two metrics 基于两个指标联合使用的信号质量监测技术对残留信号进行防御
Pub Date : 2014-05-05 DOI: 10.1109/PLANS.2014.6851499
K. Ali, Esteban Garbin Manfredini, F. Dovis
The open nature of the global navigation satellite system (GNSS) civil signals makes them very vulnerable to counterfeit and ill-intended interferences like jamming and spoofing attacks. Spoofing of GNSS signal refers to the transmission of a counterfeit GNSS-like signal, with the goal of deceiving the receiver, making it compute erroneous navigation solutions. In this paper, an evolved version of the signal quality monitoring techniques is presented where a spoofer detection algorithm is discussed. The quality of the correlation function is assessed through the joint use of two metrics which are based on the ratio metric and a pair of extra-correlators in order to detect vestigial signal presence. The results show that the joint use of two provides advantages in the detection of matched-power spoofer attacks.
全球导航卫星系统(GNSS)民用信号的开放性使它们非常容易受到伪造和恶意干扰,如干扰和欺骗攻击。欺骗GNSS信号是指发送伪造的类似GNSS的信号,目的是欺骗接收机,使其计算出错误的导航解。本文提出了一种改进的信号质量监测技术,其中讨论了欺骗检测算法。为了检测残留信号的存在,通过联合使用基于比率度量和一对额外相关器的两个度量来评估相关函数的质量。结果表明,两者的联合使用在检测匹配功率欺骗攻击方面具有优势。
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引用次数: 26
期刊
2014 IEEE/ION Position, Location and Navigation Symposium - PLANS 2014
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