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High performance inertial navigation grade sigma-delta MEMS accelerometer 高性能惯性导航级sigma-delta MEMS加速度计
Y. Dong, P. Zwahlen, A. Nguyen, F. Rudolf, J. Stauffer
Traditional inertial grade accelerometers, based on vibrating quartz structures, which have excellent dynamic range, are vital components in avionics. However, such kinds of accelerometers suffer from high cost and exhibit post-shock stability degradation in particular high-shock, high-vibration environments. MEMS fabrication process is an inherently rugged technology and has great potential to bring forth novel solutions on the harsh environment and safety critical applications. This paper reports on a very high performance closed-loop MEMS accelerometer targeted at inertial navigation applications. The chasing primary goal is not for the lower costs and small size, but the performance; the MEMS accelerometer's specifications compete with very high performance accelerometers. The demonstrated MEMS accelerometer is a bulk manufactured capacitive sensor with 11g input full scale over a 300 Hz bandwidth, which is controlled by highly optimized closed-loop electronics. The one-bit sigma-delta 5th-order regulation loop leads to dramatic linearity improvement and consequently vibration rectification factor (VRE). The major improvement in bias stability comes from MEMS design and process flow. Measurements show a long-term bias stability of ±0.1mg, a VRE of better than 10µg/g2, an in-band noise floor of 1µg/vHz and a 120dB dynamic range in a 100 Hz bandwidth. Additional attraction is the low power consumption of the MEMS accelerometers, which makes the power consumption critical applications feasible in the future unmanned air vehicles (UAV).
传统的惯性级加速度计是航空电子设备的重要部件,它基于振动石英结构,具有优良的动态范围。然而,在高冲击、高振动环境下,这类加速度计成本高,冲击后稳定性下降。MEMS制造工艺本身就是一种坚固耐用的技术,在恶劣环境和安全关键应用方面具有巨大的潜力,可以提出新的解决方案。本文报道了一种针对惯性导航应用的高性能闭环MEMS加速度计。追求的首要目标不是低成本和小尺寸,而是性能;MEMS加速度计的规格与非常高性能的加速度计竞争。演示的MEMS加速度计是一种批量制造的电容式传感器,其输入满量程为11g,带宽为300 Hz,由高度优化的闭环电子器件控制。1位σ - δ 5阶调节回路显著改善了线性度,从而提高了振动整流因子(VRE)。偏置稳定性的主要改进来自MEMS设计和工艺流程。测量结果表明,长期偏置稳定性为±0.1mg, VRE优于10µg/g2,带内本底噪声为1µg/vHz, 100 Hz带宽下动态范围为120dB。另一个吸引人的地方是MEMS加速度计的低功耗,这使得功耗关键应用在未来的无人驾驶飞行器(UAV)中成为可能。
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引用次数: 37
RAIM analysis in the position domain 位置域的RAIM分析
Xinyuan Zhang, Zhigang Huang, Rui Li
Receiver Autonomous Integrity Monitoring (RAIM) is a kind of technical used in domain of GNSS. It can provide warning to user when positioning result deviates from the real position critically. It is, therefore, necessary to demarcate the errors in the position domain on analyzing RAIM performance quantitatively as well as to confirm the relationship from the pseudorange error to the position error. This paper analyzes the impact of constant and random errors in domain of pseudorange on positioning failure, gives the error conversion method from pseudorange domain to position domain, and generates the critical bias concept. This paper also gives the difference of error sensitivity between the GPS alone and the multi constellate configuration. Simulation result showed some performance differences between these two configurations.
接收机自主完整性监测(RAIM)是一种应用于GNSS领域的技术。它可以在定位结果严重偏离实际位置时向用户发出警告。因此,在定量分析RAIM性能时,有必要对位置域中的误差进行划分,并确定伪距误差与位置误差之间的关系。分析了伪域恒定误差和随机误差对定位失效的影响,给出了伪域到位置域的误差转换方法,并提出了临界偏置的概念。给出了单独GPS与多星座配置的误差灵敏度差异。仿真结果表明,这两种配置在性能上存在一定的差异。
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引用次数: 8
The merits of the cyclostationarity of BOC signals for a cognitive GNSS receiver design 基于认知GNSS接收机设计的BOC信号循环平稳性的优点
M. Sahmoudi, C. Yang, V. Calmettes
In this work, we propose to explore the cyclostationarity spectral characteristic of GNSS signals, in conjunction with cognitive radio (CR) technology to develop a new cognitive GNSS receiver, able to adapt the acquisition and tracking processing of GNSS signals according to the navigation environment.
在这项工作中,我们提出探索GNSS信号的周期性平稳频谱特性,结合认知无线电(CR)技术开发一种新的认知GNSS接收机,能够根据导航环境适应GNSS信号的采集和跟踪处理。
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引用次数: 7
Enhancing the Time-To-Fix for the unaided single-frequency integer ambiguity resolution in GNSS attitude determination applications 提高GNSS姿态确定应用中单频整数模糊度的修复时间
G. Giorgi, P. Teunissen, D. Odijk, P. Buist
GNSS-based attitude determination is a viable technique with a large spectrum of applications. Attitude determination requires an accurate relative positioning solution, that can be provided by the very precise GNSS carrier phase observables. The phase observables are, however, biased by unknown integer ambiguities, that must be resolved in order to fully exploit their higher precision. By applying the optimal integer least-squares (ILS) principle and introducing a nontrivial modification of the popular LAMBDA method, a set of geometrical nonlinear constraints given by the known antennas placement on the platform is embedded in the ambiguity search method. The multivariate constrained LAMBDA method is described and tested: the large improvement in fixing the correct set of integer ambiguities from single-frequency, single-epoch observations is stressed, as this is the most challenging scenario for ambiguity resolution. The method is tested by processing and analyzing actual GNSS data, collected on both static and dynamic platforms. The experimental results show the enormous improvement obtained when applying the nonlinearly constrained, mixed integer GNSS attitude model, resulting in a very strong reduction in the Time-To-Fix.
基于gnss的姿态确定是一种可行的技术,具有广泛的应用范围。姿态确定需要精确的相对定位解决方案,这可以由非常精确的GNSS载波相位观测值提供。然而,相位观测值受到未知整数模糊性的影响,必须加以解决,才能充分利用其更高的精度。利用最优整数最小二乘(ILS)原理,对常用的LAMBDA方法进行非平凡修改,将已知平台天线位置给出的一组几何非线性约束嵌入到模糊搜索方法中。描述和测试了多元约束LAMBDA方法:强调了从单频、单历元观测中固定正确的整数模糊集的巨大改进,因为这是模糊解决最具挑战性的场景。通过处理和分析在静态和动态平台上收集的实际GNSS数据,对该方法进行了验证。实验结果表明,采用非线性约束的混合整数GNSS姿态模型获得了巨大的改进,极大地降低了定位时间。
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引用次数: 4
A new differential positioning method using modulation correlation of signals of opportunity 一种利用机会信号调制相关的差分定位方法
T. Webb, P. Groves, P. Cross, R. Mason, Joseph H Harrison
Global Navigation Satellite Systems (GNSS) have become the positioning systems of choice for many applications. However, GNSS signals are susceptible to obstruction, interference and jamming. Therefore, to maximize robustness and integrity, it is necessary to employ a dissimilar positioning technology that can operate independently and back-up GNSS. One such technology exploits ‘signals of opportunity’ — signals that are designed for purposes other than navigation.
全球卫星导航系统(GNSS)已成为许多应用的首选定位系统。然而,GNSS信号容易受到阻碍、干扰和干扰。因此,为了最大限度地提高鲁棒性和完整性,有必要采用能够独立运行并备份GNSS的不同定位技术。其中一项技术是利用“机会信号”,即设计用于导航以外目的的信号。
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引用次数: 8
Indoor 3D position estimation using low-cost inertial sensors and marker-based video-tracking 利用低成本惯性传感器和基于标记的视频跟踪进行室内三维位置估计
Bastian Hartmann, N. Link, G. Trommer
In this paper, a system for indoor 3D position tracking with an inertial measurement unit and a marker-based video tracking system utilizing external cameras is presented. Similar to an integrated navigation system, 3D position, velocity and attitude are calculated from IMU measurements and aided by using position corrections from the video tracking system. The measurements from both sensor sources are fused with an extended Kalman filter model, which incorporates the estimation of IMU biases for drift compensation during video outages. The performance of the filter approach has been tested with simulated data and the whole system has been evaluated with real data from a hand tracking scenario. By means of the combination of inertial sensors and vision-based position tracking, the proposed system is able to overcome video measurement outages over short periods of time as well as drift problems of the IMU.
本文提出了一种基于惯性测量单元的室内三维位置跟踪系统和利用外部摄像机的基于标记的视频跟踪系统。与综合导航系统类似,3D位置、速度和姿态由IMU测量计算,并辅以视频跟踪系统的位置修正。来自两个传感器源的测量结果与扩展卡尔曼滤波模型融合,该模型包含视频中断期间漂移补偿的IMU偏差估计。滤波方法的性能已经用模拟数据进行了测试,整个系统已经用来自手部跟踪场景的真实数据进行了评估。通过结合惯性传感器和基于视觉的位置跟踪,该系统能够克服短时间内视频测量中断以及IMU的漂移问题。
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引用次数: 30
A universal navigability map building approach for improving Terrain-Aided-Navigation accuracy 一种提高地形辅助导航精度的通用导航地图绘制方法
S. Reynaud, C. Louis
An interesting way to improve Terrain-Aided- Navigation (TAN) accuracy may consist in finding the best trajectory which gathers the maximum of information coming from the terrain sensor. This paper proposes a universal approach for improving the TAN accuracy based on a new criterion derived from the fundamental Cramer Rao Lower Bound (CRLB). Under few hypotheses the local contribution of the terrain to the navigation accuracy can be extracted from a recursive expression of the CRLB interpreted in term of information. A navigability map can also be defined in computing this criterion at each node of a regularly spaced grid. This map can be computed for every kind of vehicle using any kind of geophysical sensor. Any classical path planning algorithm can thus be used to find trajectories maximizing the cumulated navigability score, even under mission constraints. This paper demonstrates the main capabilities of this criterion through three different applications. A precision airdrop application from an aircraft equipped with a multi-beam scanner laser and an erroneous embedded Digital Elevation Map shows the ability to take advantage of an error model associated to the map. A marine vessel navigation in a GPS-denied environment illustrates that this criterion performs well for any kind of TAN, in particular for a navigation with a gravity anomaly map (gravimetry). Finally an altimetry terrain following application exhibits this new criterion's ability to outperform the well-known and widely used roughness.
提高地形辅助导航(TAN)精度的一个有趣的方法可能是找到最适合收集地形传感器信息的最佳轨迹。本文提出了一种基于Cramer - Rao下界(CRLB)的新准则来提高TAN精度的通用方法。在一些假设条件下,地形对导航精度的局部贡献可以从信息解释的CRLB递归表达式中提取出来。在计算规则间隔网格的每个节点时,也可以定义一个导航图。这张地图可以用任何一种地球物理传感器计算每一种车辆。因此,即使在任务约束下,任何经典的路径规划算法都可以用来找到最大化累积导航得分的轨迹。本文通过三个不同的应用程序演示了该准则的主要功能。从一架装备了多波束扫描激光和错误嵌入式数字高程图的飞机上进行的精确空投应用显示了利用与地图相关的错误模型的能力。在gps拒绝环境中的船舶导航表明,该准则适用于任何类型的TAN,特别是具有重力异常图(重力测量)的导航。最后,一个高程地形跟踪应用表明,这种新准则的性能优于众所周知的和广泛使用的粗糙度。
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引用次数: 3
Errors in the pressure and Blanchard altitudes for a cross country flight 越野飞行的压力和布兰查德高度错误
Te-chang Li, V. Chueh
The pressure altitude obtained from a barometric altimeter is commonly used by an Inertial Navigation System (INS) as an altitude reference for the vertical channel. Pressure altitude is computed from the pressure based on a stationary atmospheric model for the standard day. Significant error (up to 10%) exists in the pressure altitude due to deviation of the actual atmosphere from the standard day. An alternate algorithm that possibly computes a more accurate altitude is the Blanchard algorithm.
从气压高度计获得的压力高度通常被惯性导航系统(INS)用作垂直通道的高度参考。气压高度是根据标准日的固定大气模型计算的气压。由于实际大气与标准日的偏差,压力高度存在较大误差(可达10%)。另一种可能计算更精确高度的算法是布兰查德算法。
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引用次数: 1
An effective Pedestrian Dead Reckoning algorithm using a unified heading error model 一种基于统一航向误差模型的有效行人航位推算算法
Wei Chen, Ruizhi Chen, Yuwei Chen, H. Kuusniemi, Jianyu Wang
Nowadays, navigation is an important application in mobile phones. However, locating a mobile user anytime anywhere is still a demanding task, because the GPS signal is easily corrupted or unavailable in urban canyons and indoor environments. Integrating GPS and self-contained dead reckoning sensors is an autonomous method to obtain a seamless positioning solution by means of Pedestrian Dead Reckoning (PDR) algorithms. A low-cost Multi-Sensor Positioning (MSP) platform has been developed by the Finnish Geodetic Institute, which includes a GPS receiver, a 2-axis digital compass and a 3-axis accelerometer. To construct a trajectory in GPS degraded environments, step length and the heading of each step are two key issues in PDR. In this paper, three typical estimation models of step length are presented and compared to demonstrate that in most cases, step length is not as critical as the determination of heading. Therefore, a unified heading error model is proposed, which includes all predictable errors from the navigation platform and the pedestrian's walking behavior, and applies to calibrating 2-axis magnetic compasses without tedious and complicated calibration procedures. Then the corresponding PDR algorithm is introduced, which integrates the step length estimated from a nonlinear model and the heading compensated by the unified model suggested through an Extended Kalman Filter (EKF). Several tests were conducted to validate the effectiveness of the heading error model and evaluate the positioning performance of this PDR algorithm. The results demonstrated that the heading error model is applicable for calibrating the 2-axis compass, and based on the PDR algorithm, the typical positioning performance of MSP can reach an accuracy of below 1.5% of the travelled distance during 10 minutes of continuous walking when GPS outages occur.
如今,导航是手机的一个重要应用。然而,随时随地定位移动用户仍然是一项艰巨的任务,因为GPS信号在城市峡谷和室内环境中很容易损坏或不可用。结合GPS和自包含航位推算传感器是一种利用行人航位推算(PDR)算法获得无缝定位方案的自主方法。芬兰大地测量研究所开发了一种低成本的多传感器定位(MSP)平台,该平台包括一个GPS接收器、一个2轴数字罗盘和一个3轴加速度计。为了在GPS退化环境中构建轨迹,步长和每一步的航向是PDR中的两个关键问题。本文给出了三种典型的步长估计模型,并进行了比较,证明在大多数情况下,步长并不像确定航向那样重要。因此,提出了一种统一的航向误差模型,该模型包含了导航平台和行人行走行为的所有可预测误差,适用于二轴磁罗盘的标定,无需繁琐复杂的标定过程。然后介绍了相应的PDR算法,该算法将非线性模型估计的步长与通过扩展卡尔曼滤波(EKF)建议的统一模型补偿的航向相结合。通过实验验证了航向误差模型的有效性,并对PDR算法的定位性能进行了评价。结果表明,该航向误差模型适用于2轴罗经的标定,基于PDR算法的MSP在GPS中断时连续行走10分钟的典型定位性能精度可达到行进距离的1.5%以下。
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引用次数: 86
Benefit of partial L2C availability to estimate ionospheric delay for dual-frequency GPS ambiguity resolution 利用L2C部分可用性估算电离层延迟对双频GPS模糊度分辨率的影响
Da Wang, Kyle O’Keefe
This paper evaluates the benefit of the partial availability of GPS satellites with L2C signal capability in estimating the ionospheric delay using the dual-frequency L1/L2 code and phase measurements using real data. Compared to the strategy of estimating one slant ionospheric delay (SID) for each satellite, a simplified single differential zenith ionospheric delay (ZID) method is proposed to account for the ionospheric effect using the limited number of L2C measurements. The algorithms and models are implemented in a Kalman filter (KF) based code and phase observations processor using between receiver single difference (SD) GPS L1/L2 observations. Using data sets from three International GNSS Service (IGS) stations with both L2C and L2P code measurements, the performance of using L1 observations only, L1/L2 dual-frequency observations without estimating ionospheric delay, and L1/L2 dual-frequency observations with estimating either SID or differential ZID is compared in terms of ambiguity resolution (AR) and positioning accuracy in conjunction with ionospheric delay estimation. The results show L1/L2 AR outperforms L1 only in several scenarios, and the proposed method improves vertical accuracy of the fixed position approximately 10 cm with estimating the single differential ZID.
本文评价了具有L2C信号能力的GPS卫星在利用双频L1/L2码和实际数据的相位测量估计电离层延迟方面的部分可用性的效益。与估计每颗卫星一个倾斜电离层延迟(SID)的策略相比,提出了一种简化的单差分天顶电离层延迟(ZID)方法,以利用有限的L2C测量次数来考虑电离层效应。算法和模型在基于卡尔曼滤波(KF)的编码和相位观测处理器中实现,利用接收机之间的单差(SD) GPS L1/L2观测。利用三个具有L2C和L2P编码测量的国际GNSS服务(IGS)站的数据集,比较了仅使用L1观测、不估计电离层延迟的L1/L2双频观测和估计SID或差分ZID的L1/L2双频观测与电离层延迟估计在模糊分辨率(AR)和定位精度方面的性能。结果表明,L1/L2 AR仅在几种情况下优于L1,并且通过估计单差分ZID,该方法将固定位置的垂直精度提高了约10 cm。
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引用次数: 3
期刊
IEEE/ION Position Location and Navigation Symposium : [proceedings]. IEEE/ION Position Location and Navigation Symposium
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