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Instantaneous Doppler-aided RTK positioning with single frequency receivers 瞬时多普勒辅助RTK定位与单频接收机
M. Bahrami, M. Ziebart
Instantaneous Real-Time Kinematic (RTK) is one of the most precise GNSS positioning and navigation technologies, with which users can obtain centimeter-level relative positioning accuracy in real-time. This technique relies fundamentally upon the inversion of both carrier-phase and code pseudoranges and successful instantaneous ambiguity resolution. However, in this approach the probability of fixing ambiguities to correct integer values is dominated by the relatively imprecise code pseudorange measurements especially in urban areas and difficult environments where the level of noise and multipath on code pseudoranges are high. This problem may be overcome partially by carrier-smoothing of the code pseudoranges using e.g. the Hatch filter. However, in unfavorable environments frequent carrier-phase outages, cycle slips and anomalies occur due to blockages and foliage, etc. and hence the effectiveness of the conventional carrier-smoothing of the code pseudoranges is limited. On the other hand, a receiver can generate continuous Doppler frequency shift measurements with centimeter-level precision even in severe urban canyons as long as signals are present. The objective of this paper is to show the advantage of adding Doppler frequency shift information to instantaneous RTK positioning and navigation in particular for single frequency users. The aim is to enhance the probability of identifying the correct set of integer ambiguities and hence increase the success rate of the integer ambiguity resolution process in instantaneous RTK. In this paper, a simple combination procedure of the noisy code-based pseudorange measurements and the centimeter-level precision receiver-generated Doppler measurements is used to smooth the code pseudoranges. Doppler-smoothed code pseudoranges are then used to help resolve integer ambiguities in the conventional LAMBDA ambiguity resolution method. Single-epoch single-frequency static trials over varying baselines from few meters up to 40 kilometers have shown improvement in fixing the correct set of integer ambiguity vectors when Doppler-smoothed pseudoranges are used compared to the conventional ambiguity resolution without Doppler-aiding. Relative kinematic positioning with single frequency mass market receivers in urban areas using Virtual Reference Stations (VRS) has also shown improvement.
瞬时实时运动学(instant Real-Time Kinematic, RTK)是GNSS定位导航技术中精度最高的技术之一,用户可以实时获得厘米级的相对定位精度。该技术从根本上依赖于载波相位和代码伪距的反转以及成功的瞬时歧义解决。然而,在这种方法中,将歧义固定到正确整数值的概率主要是由相对不精确的代码伪距测量决定的,特别是在城市地区和代码伪距上的噪声和多路径水平很高的困难环境中。这个问题可以通过使用哈奇滤波器等对伪码进行载波平滑处理来部分克服。然而,在不利的环境中,由于阻塞和叶状等原因,频繁的载波相位中断、周期滑移和异常会发生,因此传统的载波平滑码伪线的有效性受到限制。另一方面,只要信号存在,即使在恶劣的城市峡谷中,接收器也可以产生厘米级精度的连续多普勒频移测量。本文的目的是展示在瞬时RTK定位和导航中加入多普勒频移信息的优势,特别是对于单频用户。目的是提高识别正确整数模糊集的概率,从而提高瞬时RTK中整数模糊解决过程的成功率。本文采用基于噪声码的伪距测量和厘米级精度接收机产生的多普勒测量相结合的简单方法来平滑码伪距。然后使用多普勒平滑代码伪距离来帮助解决传统LAMBDA歧义解决方法中的整数歧义。在从几米到40公里的不同基线上进行的单历元单频静态试验表明,与没有多普勒辅助的传统模糊分辨率相比,使用多普勒平滑伪距时,在固定正确的整数模糊向量集方面有所改善。城市地区使用虚拟参考站(VRS)的单频大众市场接收机的相对运动学定位也得到了改善。
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引用次数: 30
Research on multi-sensor information fusion system application for UAVS with long range and high altitude 远程高空无人机多传感器信息融合系统应用研究
Yongjun Yu, Jianye Liu, Zhi Xiong, Rongbing Li
Multi-sensors combination is an effective means to improve the accuracy and fault tolerance of the navigation system for UAVs with long range and high altitude. Based on analyses of attitude determination using STAR sensor, this paper presents a SINS/STAR/GPS information fusion navigation system. To solve the problem of the incoordinate interval characteristics of multi-sensors, an asynchronous centralized Kalman Filter (AKF) is designed., and the filter period is divided to time update period and measurement update period. An extrapolation method is designed to deal with GPS information. Moreover, a new model is designed to solve the problem of attitude combination in process of vertical mobility. Simulation results indicate that filtering accuracy is improved by 50% with the Kalman Filter, and the method is of important value in engineering application
多传感器组合是提高远程高空无人机导航系统精度和容错能力的有效手段。在分析星敏感器定姿问题的基础上,提出了一种SINS/STAR/GPS信息融合导航系统。为了解决多传感器的不坐标间隔特性问题,设计了异步集中式卡尔曼滤波器(AKF)。,滤波周期分为时间更新周期和测量更新周期。设计了一种处理GPS信息的外推方法。此外,设计了一种新的模型来解决垂直移动过程中的姿态组合问题。仿真结果表明,该方法的滤波精度提高了50%,具有重要的工程应用价值
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引用次数: 2
Knee and waist attached gyroscopes for personal navigation: Comparison of knee, waist and foot attached inertial sensors 用于个人导航的膝部和腰部陀螺仪:膝部、腰部和脚部惯性传感器的比较
Zexi Liu, Chang-Hee Won
We perform personal navigation using inertial sensors at knee, waist and foot positions. We found out that the knee attached gyroscope gives the best distance traveled information. The proposed system at the knee takes advantage of the fact that the angular displacements repeats at each period (each step of the walking person). Using this period, the system will keep the angular displacement errors bounded. Also, the waist attached gyroscope gives the best heading information. Consequently, we propose a personal navigation system that consists of gyroscopes at the knee and waist. The system performance was evaluated with a number of indoor experiments and the experimental results showed that this configuration provide better position information compared to other configurations. The system performs well even when the person is climbing stairs.
我们在膝盖、腰部和脚部位置使用惯性传感器进行个人导航。我们发现膝盖上的陀螺仪给出了最好的行进距离信息。所提出的膝关节系统利用了这样一个事实,即角位移在每个周期(行走的人的每一步)重复。利用这个周期,系统将使角位移误差保持有界。此外,腰间的陀螺仪可以提供最佳的航向信息。因此,我们提出了一种由膝盖和腰部的陀螺仪组成的个人导航系统。通过大量室内实验对系统性能进行了评估,实验结果表明,与其他配置相比,该配置提供了更好的位置信息。这个系统即使在人爬楼梯的时候也能很好地工作。
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引用次数: 13
Tightly coupled GPS/INS integration for differential carrier phase navigation systems using decentralized estimation 基于分散估计的差分载波相位导航系统紧密耦合GPS/INS集成
S. Langel, S. Khanafseh, Fang-Cheng Chan, B. Pervan
Much research has been conducted in the area of tightly coupled GPS/INS, and this work has resulted in a vast array of navigation algorithms. A common theme of these methods is that they operate on low rate GPS ranging measurements of code and carrier phase together with high rate raw inertial measurements, such as specific force and inertial angular velocity. For stand-alone (i.e., non-differential) GPS navigation applications, high data rate INS outputs can be properly accommodated with today's computer processors. For relative (i.e., differential) GPS navigation applications, the optimal analogous solution would be for the mobile user to have access to the reference station's raw inertial measurements along with its own. However, due to communication bandwidth limitations, it is generally not possible to broadcast high data rate inertial navigation data. In response, an alternative tightly-coupled, differential GPS/INS navigation system is developed here using a decentralized Kalman filtering approach, which can operate at manageable broadcast data rates.
在GPS/INS紧密耦合领域进行了大量的研究,并产生了大量的导航算法。这些方法的一个共同主题是,它们在编码和载波相位的低速率GPS测距测量以及高速率原始惯性测量(如比力和惯性角速度)上运行。对于独立(即非差分)GPS导航应用,高数据速率INS输出可以与当今的计算机处理器适当适应。对于相对(即差分)GPS导航应用,最佳的模拟解决方案是移动用户可以访问参考站的原始惯性测量值以及自己的惯性测量值。然而,由于通信带宽的限制,通常不可能广播高数据速率的惯性导航数据。作为回应,本文采用分散的卡尔曼滤波方法开发了另一种紧密耦合的差分GPS/INS导航系统,该系统可以在可管理的广播数据速率下运行。
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引用次数: 14
NIORAIM algorithm applied to a multiconstellation GNSS: Analysis of integrity monitoring performances in various phases of flight NIORAIM算法在多星座GNSS中的应用:飞行各阶段完整性监测性能分析
P. Madonna, S. Viola, Luca Sfarzo
Many studies have been conducted on RAIM to use GNSS navigation systems in those fields where very strict performances are required. In safety-of-life applications, such as aviation, in critical phases of flight such as approach and landing, integrity plays an extremely important role and integrity monitoring functions become necessary. To perform such task many algorithms have been proposed: NIORAIM is one of the most promising. NIORAIM uses non-uniform weights applied to the pseudo-range measurements of satellites involved in the position solution lowering the integrity levels, thus improving integrity availability at the cost of a very slight degradation of accuracy of the position solution.
为了在对性能要求非常严格的领域使用GNSS导航系统,已经对RAIM进行了许多研究。在生命安全应用中,如航空,在飞行的关键阶段,如进近和着陆,完整性起着极其重要的作用,完整性监测功能是必要的。为了完成这样的任务,已经提出了许多算法,NIORAIM是最有前途的算法之一。NIORAIM使用非均匀权值对位置解中涉及的卫星的伪距离测量值进行加权,降低了完整性水平,从而提高了完整性可用性,但代价是位置解的精度会有非常轻微的下降。
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引用次数: 6
A self-adaptive unscented Kalman filtering for underwater gravity aided navigation 水下重力辅助导航的自适应无气味卡尔曼滤波
Lin Wu, Jie Ma, J. Tian
In this paper, a self-adaptive unscented Kalman filtering for underwater gravity aided navigation is constructed. It is more accurate and far easier to implement than an extended Kalman filter. Then the novel navigation algorithm based on the self-adaptive unscented Kalman filter is explored. With this method submerged position fixes for autonomous underwater vehicle can be obtained from comparing gravity fields' measurements with gravity maps. Specifically, simulation results show that navigation errors can be reduced more effectively and efficiently by the presented algorithm.
本文构造了一种水下重力辅助导航的自适应无气味卡尔曼滤波。它比扩展卡尔曼滤波器更精确,更容易实现。然后研究了一种基于自适应无气味卡尔曼滤波的导航算法。利用该方法,可以通过将引力场测量值与重力图进行比较,得到自主水下航行器的水下位置定位。仿真结果表明,该算法能更有效地降低导航误差。
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引用次数: 18
Processing GPS L2C signals under ionospheric scintillations 电离层闪烁下GPS L2C信号处理
Y. Kou, X. Zhou, Y. Morton, Lei Zhang
The objective of this study is to develop a software receiver to effectively process L2C GPS signals under ionosphere scintillations. Several L2C signal processing algorithms are implemented in a VC++ software receiver with efficient CM signal acquisition, rapid transferring from acquisition to tracking, and robust CL signal tracking. These algorithms are validated using live GPS signals and simulated RF signals. A conventional PLL and a Kalman Filter based PLL (KFPLL) tracking algorithm are implemented and their performances are evaluated using simulated digital IF signals under strong scintillation conditions. Our results show that the receiver estimated S4 index serves as a good indicator of scintillation intensity level even with frequent cycle slips during deep amplitude fading. Appropriate characterization of signal intensity spectrum is only possible with relatively high signal C/N0. The carrier phase scintillation is analyzed in terms of steady state tracking errors, cycle slips, standard deviation of detrended phase errors, as well as detrended carrier phase spectral analysis. Compared to the conventional PLL, the KFPLL has a slower but steadier transient response due to its incorporation of a priori information. Our test results show that the tracking threshold of our L2C software receiver reaches 22dB-Hz in the presence of moderate-level ionosphere scintillations.
本研究的目的是开发一种软件接收机,以有效地处理电离层闪烁下的L2C GPS信号。在vc++软件接收机上实现了几种L2C信号处理算法,实现了高效的CM信号采集、从采集到跟踪的快速转换和鲁棒的CL信号跟踪。这些算法使用实时GPS信号和模拟RF信号进行了验证。实现了传统锁相环和基于卡尔曼滤波的锁相环(KFPLL)跟踪算法,并利用模拟数字中频信号对其在强闪烁条件下的性能进行了评估。我们的研究结果表明,即使在深度振幅衰落过程中出现频繁的周期滑动,接收器估计的S4指数也能很好地指示闪烁强度水平。只有在较高的信号C/N0时,才有可能对信号强度谱进行适当的表征。从稳态跟踪误差、周期跳、去趋势相位误差的标准差以及去趋势载波相位谱分析等方面分析了载波相位闪烁。与传统锁相环相比,由于其包含了先验信息,KFPLL具有更慢但更稳定的瞬态响应。测试结果表明,在存在中等水平电离层闪烁情况下,L2C软件接收机的跟踪阈值达到22dB-Hz。
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引用次数: 4
A novel fine code phase determination approach for a bandwidth limited snapshot GPS receiver 带宽受限快照GPS接收机的一种新的细码相位确定方法
R. Zheng, MoHan Chen, X. Ba, Jie Chen
A novel fine code phase determination approach is proposed based on the deduced autocorrelation formula of C/A code for bandlimited receivers. The approach is able to significantly improve the navigation fix accuracy for bandlimited snapshot GPS receivers. A simplified algorithm based on the Taylor expansion of the correlation formula is proposed as well to reduce the computational complexity. In addition, a modified circular correlation combined with frequency FFT acquisition engine optimized for snapshot receivers is proposed, which is suitable for the proposed fine code determination algorithm. It also utilizes a proposed “coarse capture & confirm” mechanism to suppress the correlation peak distortion as well as the false alarm probability. Simulations with data sampled from both simulator and real world show that the proposed approaches are able to significantly improve the positioning accuracy in complex environments such as urban canyons and indoors.
基于推导出的限带接收机C/A码自相关公式,提出了一种新的精细码相确定方法。该方法能够显著提高带宽受限快照GPS接收机的导航定位精度。为了降低计算复杂度,提出了一种基于相关公式泰勒展开的简化算法。此外,提出了一种改进的圆形相关结合频率FFT采集引擎优化的快照接收机,适用于所提出的细码确定算法。它还利用了一种提出的“粗捕获和确认”机制来抑制相关峰值失真和虚警概率。仿真结果表明,该方法能够显著提高城市峡谷和室内等复杂环境下的定位精度。
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引用次数: 3
Ephemeris type a fault analysis and mitigation for LAAS 星历类型为LAAS的故障分析和缓解
Haochen Tang, S. Pullen, P. Enge, L. Gratton, B. Pervan, M. Brenner, Joe Scheitlin, P. Kline
The Local Area Augmentation System (LAAS) has been developed by the FAA to enable precision approach and landing operations using the Global Positioning System (GPS). Each LAAS installation provides services through a LAAS Ground Facility (LGF) which is located at the airport it serves. By monitoring the GPS signals, measurements, and navigation messages, the LGF is able to exclude unhealthy satellites and broadcast real-time range-correction messages for healthy satellites to users via a VHF data link. Airborne users apply these corrections to remove errors that are common between the LGF and the aircraft. The LGF is also responsible for warning the aircraft of any potential integrity threats that cannot easily be resolved by excluding unhealthy satellites. One source of potential errors is the satellite broadcast ephemeris message, which users decode and use to compute GPS satellite positions. In LAAS, potential GPS ephemeris faults are categorized into two types, A and B, based upon whether or not the fault is associated with a satellite maneuver. This work focuses on aviation navigation threats caused by Type A faults. To detect and mitigate these threats, we investigate two LGF monitors based on comparing expected ranges and range rates (based on broadcast ephemeris) with those measured by the LGF. The effectiveness of these monitors is analyzed and verified in this paper.
美国联邦航空局开发了局部区域增强系统(LAAS),利用全球定位系统(GPS)实现精确进近和着陆操作。每个LAAS装置通过位于其服务机场的LAAS地面设施(LGF)提供服务。通过监测GPS信号、测量和导航信息,LGF能够排除不健康的卫星,并通过甚高频数据链向用户广播健康卫星的实时距离校正信息。机载用户应用这些修正来消除LGF和飞机之间常见的错误。LGF还负责警告飞机任何潜在的完整性威胁,这些威胁不能通过排除不健康的卫星来轻易解决。潜在错误的一个来源是卫星广播星历信息,用户解码并使用它来计算GPS卫星位置。在LAAS中,基于故障是否与卫星机动相关,潜在的GPS星历故障分为A和B两类。本文主要研究A类故障对航空导航造成的威胁。为了检测和减轻这些威胁,我们研究了两个LGF监视器,将预期范围和距离速率(基于广播星历)与LGF测量的范围和距离速率进行比较。本文对这些监测仪的有效性进行了分析和验证。
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引用次数: 17
Interference cancellation in multipath environment for mobile WiMAX Geo-location system 移动WiMAX地理定位系统多径环境下的干扰消除
Ji-Won Park, Seung-Hun Song, T. Sung
In mobile WiMAX, geo-location is possible at the PSS (personal subscriber station) by using the preamble signals broadcasted by all the RAS (Radio Access Station) simultaneously. Using relative arrival times of signals, user location can be obtained by TDoA (Time Difference of Arrival) positioning. However, sufficient number of RAS should be detected to obtain the location in this method. Since mobile WiMAX system employs cellular network structure, the number of RAS that PSS can detect is limited due to low SNR and CCI (co-channel interference) by neighboring RAS. To detect sufficient number of RAS at the PSS, hearability should be enhanced by increasing SNR (signal to noise ratio) and SIR (signal to interference ratio), which can be achieved using long integration and interference cancellation. In multipath environment, however, interference cancellation does not remove the CCI completely. Therefore, multipath mitigation and interference cancellation method should be merged and solved together. In this paper, detection performance after interference cancellation is analyzed using mobile WiMAX geo-location system. Simulation results show that trilateration is possible in most area of the cell coverage after interference cancellation in multipath environment, except at the vicinity of the RAS.
在移动WiMAX中,通过使用所有RAS(无线接入站)同时广播的前置信号,可以在PSS(个人用户站)上进行地理定位。利用信号的相对到达时间,通过TDoA (Time Difference of arrival)定位获得用户位置。然而,在这种方法中,需要检测到足够数量的RAS才能获得位置。由于移动WiMAX系统采用蜂窝网络结构,由于低信噪比和相邻RAS的共信道干扰,PSS能够检测到的RAS数量有限。为了在PSS检测到足够数量的RAS,应该通过提高信噪比(SNR)和信干扰比(SIR)来增强可听性,这可以通过长积分和干扰消除来实现。然而,在多径环境下,干扰消除并不能完全消除CCI。因此,多径抑制和干扰消除方法应该融合在一起解决。本文分析了移动WiMAX地理定位系统在消除干扰后的检测性能。仿真结果表明,在多径环境下,除RAS附近外,干扰消除后的大部分小区都可以实现三边定位。
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引用次数: 4
期刊
IEEE/ION Position Location and Navigation Symposium : [proceedings]. IEEE/ION Position Location and Navigation Symposium
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