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Dual-assisted high-precision tracking technique for wideband multiplexed signals in new generation GNSS 新一代全球导航卫星系统中宽带多路信号的双辅助高精度跟踪技术
IF 11.2 1区 地球科学 Q1 ENGINEERING, AEROSPACE Pub Date : 2024-03-04 DOI: 10.1186/s43020-023-00125-2
Yunhan Qi, Zheng Yao, Mingquan Lu
With the evolution of Global Navigation Satellite System (GNSS), new generation GNSS signals have adopted the dual-frequency multiplexing modulation techniques, which jointly modulate multiple signals located on multiple sub-frequencies into a Wideband Multiplexed Signal (WMS). Although WMSs were proposed initially to reduce the complexity of satellite transmitters and improve the transmission efficiency of signals, their multi-component structures and wide root mean square bandwidths introduced by high-frequency subcarriers also provide the possibility to improve the GNSS ranging precision. Therefore, this paper proposes a Dual-assisted Multi-component Tracking (DMT) technique, which can not only fully use high-frequency subcarriers in WMSs, but also effectively track carrier, subcarrier, and code by jointly utilizing all components in WMS. In this paper, the tracking and ranging performances of DMT are comprehensively analyzed theoretically and by simulation and real experiments. The results show that compared with existing WMS tracking methods, DMT can achieve tracking results with lower tracking jitters and ranging results with higher precision, providing a highly advantageous solution for new generation GNSS signal processing.
随着全球导航卫星系统(GNSS)的发展,新一代 GNSS 信号采用了双频多路复用调制技术,将位于多个子频率上的多个信号联合调制成一个宽带多路复用信号(WMS)。虽然 WMS 最初是为了降低卫星发射器的复杂性和提高信号传输效率而提出的,但其多分量结构和高频子载波带来的宽均方根带宽也为提高 GNSS 测距精度提供了可能。因此,本文提出了一种双辅助多分量跟踪(DMT)技术,它不仅能充分利用 WMS 中的高频子载波,还能通过联合利用 WMS 中的所有分量来有效跟踪载波、子载波和编码。本文通过理论、仿真和实际实验对 DMT 的跟踪和测距性能进行了全面分析。结果表明,与现有的 WMS 跟踪方法相比,DMT 可以获得更低跟踪抖动的跟踪结果和更高精度的测距结果,为新一代 GNSS 信号处理提供了极具优势的解决方案。
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引用次数: 0
A rigorous real-time acoustic positioning method for ocean bottom seismic exploration 用于海底地震勘探的严格实时声学定位方法
IF 11.2 1区 地球科学 Q1 ENGINEERING, AEROSPACE Pub Date : 2024-02-19 DOI: 10.1186/s43020-023-00124-3
Jinye Ma, Shouchuan Fang, Jianhu Zhao
The conventional technique for positioning seafloor geophones in ocean bottom seismic exploration encounters several challenges, including the significant impact of outliers on positioning results, underutilization of high-precision observations, and low efficiency in real-time data processing. These issues inevitably affect the quality of seismic exploration outcomes. To address these challenges and enhance the accuracy of geophone positioning, this paper proposes a rigorous real-time acoustic positioning method for geophones based on sequential adjustment and Baarda's outlier detection approach. The proposed method comprises three key steps: grouping the original acoustic observations, constructing the intra-group acoustic positioning model, and synthesizing the positioning results across the different groups. The validity and practicality of this approach are confirmed through a simulation experiment as well as the field experiment conducted in the Bohai Sea, China. The results demonstrate that the proposed method effectively eliminates outliers in the original observations and maximizes the utilization of high-quality observations. Compared to traditional acoustic positioning methods, it significantly reduces positioning errors from meters to decimeters, and in some cases can achieve centimeter-level precision. When the sound velocity profile in the operating sea area is measured, the method can attain the posterior standard deviation at the millimeter level and positioning errors within 10 cm. When the sound velocity profile is unknown, the method can achieve the posterior standard deviation at centimeter-level and positioning errors of approximately 20 cm.
海底地震勘探中海底检波器的传统定位技术遇到了一些挑战,包括异常值对定位结果的重大影响、高精度观测数据利用不足以及实时数据处理效率低等。这些问题不可避免地会影响地震勘探成果的质量。为了应对这些挑战,提高检波器定位的准确性,本文提出了一种基于顺序调整和 Baarda 离群点检测方法的严格的检波器实时声学定位方法。该方法包括三个关键步骤:将原始声学观测数据分组、构建组内声学定位模型以及综合不同组的定位结果。该方法的有效性和实用性通过模拟实验和在中国渤海进行的现场实验得到了证实。结果表明,所提出的方法有效地消除了原始观测数据中的异常值,最大限度地利用了高质量的观测数据。与传统的声学定位方法相比,它能将定位误差从米级大幅降低到分米级,在某些情况下甚至能达到厘米级精度。当测量作业海域的声速剖面时,该方法的后标准偏差可达到毫米级,定位误差在 10 厘米以内。当声速剖面未知时,该方法可达到厘米级的后验标准偏差,定位误差约为 20 厘米。
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引用次数: 0
An initial investigation of the non-isotropic feature of GNSS tropospheric delay 对全球导航卫星系统对流层延迟非各向同性特征的初步研究
IF 11.2 1区 地球科学 Q1 ENGINEERING, AEROSPACE Pub Date : 2024-01-15 DOI: 10.1186/s43020-023-00122-5
Ying Xu, Zaozao Yang, Hongzhan Zhou, Fangzhao Zhang
Tropospheric delay is a significant error source in Global Navigation Satellite Systems (GNSS) positioning. Slant Path Delay (SPD) is commonly derived by multiplying Zenith Tropospheric Delay (ZTD) with a mapping function. However, mapping functions, assuming atmospheric isotropy, restrict the accuracy of derived SPDs. To improve the accuracy, a horizontal gradient correction is introduced to account for azimuth-dependent SPD variations, treating the atmosphere as anisotropic. This study uncovers that, amidst atmospheric dynamics and spatiotemporal changes in moisture content, the SPD deviates from that based on traditional isotropy or anisotropy assumption. It innovatively introduces the concept that SPD exhibits non-isotropy with respect to azimuth angles. Hypothesis validation involves assessing SPD accuracy using three mapping functions at five International GNSS Service (IGS) stations, referencing the SPD with the ray-tracing method. It subsequently evaluates the SPD accuracy with horizontal gradient correction based on Vienna Mapping Function 3 (VMF3) estimation. Lastly, the non-isotropic of SPD is analyzed through the ray-tracing method. The results indicate the smallest residual (1.1–82.7 mm) between the SPDs with VMF3 and those with the ray-tracing. However, introducing horizontal gradient correction yields no significant improvement of SPD accuracy. Considering potential decimeter-level differences in SPD due to non-isotropic tropospheric delay across azimuth angles, a precise grasp and summary of these variations is pivotal for accurate tropospheric delay modeling. This finding provides vital support for future high-precision tropospheric delay modeling.
对流层延迟是全球导航卫星系统(GNSS)定位的一个重要误差源。斜路径延迟(SPD)通常是通过将天顶对流层延迟(ZTD)与映射函数相乘得出的。然而,假设大气各向同性的映射函数限制了推导出的 SPD 的精度。为了提高精度,引入了水平梯度校正,将大气视为各向异性,以考虑与方位角有关的 SPD 变化。这项研究发现,在大气动力学和含水量的时空变化中,SPD 偏离了传统的各向同性或各向异性假设。它创新性地提出了 SPD 在方位角上表现出非各向同性的概念。假设验证包括在五个国际全球导航卫星系统服务(IGS)站点使用三种制图函数评估 SPD 精确度,并用射线追踪方法参考 SPD。随后,根据维也纳测绘函数 3(VMF3)的估算,通过水平梯度校正评估 SPD 的精度。最后,通过射线追踪法分析了 SPD 的非各向异性。结果表明,使用 VMF3 的 SPD 与使用光线追踪的 SPD 之间的残差(1.1-82.7 毫米)最小。然而,引入水平梯度校正并不能显著提高 SPD 的精度。考虑到各方位角非各向同性对流层延迟导致的 SPD 可能存在分米级的差异,准确把握和总结这些变化对于准确的对流层延迟建模至关重要。这一发现为未来高精度对流层延迟建模提供了重要支持。
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引用次数: 0
Characterizing extreme drought and wetness in Guangdong, China using global navigation satellite system and precipitation data 利用全球导航卫星系统和降水数据描述中国广东的极端干旱和潮湿特征
IF 11.2 1区 地球科学 Q1 ENGINEERING, AEROSPACE Pub Date : 2024-01-01 DOI: 10.1186/s43020-023-00121-6
Hai Zhu, Kejie Chen, Haishan Chai, Yuanbin Ye, Wenjian Liu
As global temperature rises, the frequency of extreme climate events, e.g., severe droughts and floods, has increased significantly and caused severe damage over the past years. To this regard, precipitation efficiency, a crucial meteorological parameter, could provide valuable insights for a better understanding of the patterns and characteristics of these extreme events. In this study, taking Guangdong province as an exemplary region, we first obtained long-term and high-resolution historical records of precipitation efficiency by integrating the observations from a dense network of Global Navigation Satellite System (GNSS) stations with precipitation data, and then characterized the extreme drought and wetness through climate indices. We found a distinct seasonal trend in precipitation efficiency in Guangdong, with annual fluctuations ranging from 10 to 25%. Notably, precipitation efficiency is higher in proximity to the Pearl River Delta Plain and gradually decreases towards the east and west. The occurrence of anomalous peaks and valleys in precipitation efficiency generally corresponds to dry and wet conditions, respectively. A total of 9 extreme wet events and 6 dry events occurred from January 2007 to May 2022, with durations from 3 to 6 months. Our results also demonstrated that both wet and dry frequencies exhibit an increasing trend with the expansion of the time scale, and the frequency of extreme events near the Pearl River Delta Plain surpasses that of other regions. Furthermore, the propagation time from meteorological anomalies to agricultural and hydrological anomalies is about 3 months. The periodic characteristics of meteorological anomalies are identified as the primary driver for other anomalous periodic patterns. Our work unveils the long-term dynamic behavior of precipitation efficiency, as well as the characteristics of extreme drought and wetness events in the regions characterized by intricate land–atmosphere interactions.
随着全球气温的升高,极端气候事件(如严重干旱和洪水)的频率显著增加,并在过去几年中造成了严重破坏。为此,降水效率作为一个重要的气象参数,可为更好地理解这些极端事件的模式和特征提供有价值的见解。在本研究中,我们以广东省为例,首先通过整合全球导航卫星系统(GNSS)密集站网的观测数据和降水数据,获得了降水效率的长期和高分辨率历史记录,然后通过气候指数描述了极端干旱和潮湿的特征。我们发现广东的降水效率有明显的季节变化趋势,年波动范围在 10% 到 25% 之间。值得注意的是,降水效率在靠近珠江三角洲平原地区较高,向东和向西逐渐降低。降水效率异常峰谷的出现一般分别与干旱和湿润条件相对应。从 2007 年 1 月到 2022 年 5 月,共发生了 9 次极端湿润事件和 6 次极端干旱事件,持续时间从 3 个月到 6 个月不等。我们的研究结果还表明,随着时间尺度的扩大,湿极端事件和干极端事件的发生频率都呈上升趋势,珠江三角洲平原附近的极端事件发生频率超过了其他地区。此外,从气象异常到农业和水文异常的传播时间约为 3 个月。气象异常的周期性特征被认为是其他异常周期模式的主要驱动力。我们的工作揭示了降水效率的长期动态行为,以及陆地-大气相互作用错综复杂的地区极端干旱和湿润事件的特征。
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引用次数: 0
Centimeter-level-precision seafloor geodetic positioning model with self-structured empirical sound speed profile 基于自结构经验声速剖面的厘米级精度海底大地定位模型
IF 11.2 1区 地球科学 Q1 ENGINEERING, AEROSPACE Pub Date : 2023-12-04 DOI: 10.1186/s43020-023-00120-7
Shuqiang Xue, Baojin Li, Zhen Xiao, Yue Sun, Jingsen Li
In-field Sound Speed Profile (SSP) measurement is still indispensable for achieving centimeter-level-precision Global Navigation Satellite System (GNSS)-Acoustic (GNSS-A) positioning in current state of the art. However, in-field SSP measurement on the one hand causes a huge cost and on the other hand prevents GNSS-A from global seafloor geodesy especially for real-time applications. We propose an Empirical Sound Speed Profile (ESSP) model with three unknown temperature parameters jointly estimated with the seafloor geodetic station coordinates, which is called the 1st-level optimization. Furthermore, regarding the sound speed variations of ESSP we propose a so-called 2nd-level optimization to achieve the centimeter-level-precision positioning for monitoring the seafloor tectonic movement. Long-term seafloor geodetic data analysis shows that, the proposed two-level optimization approach can achieve almost the same positioning result with that based on the in-field SSP. The influence of substituting the in-field SSP with ESSP on the horizontal coordinates is less than 3 mm, while that on the vertical coordinate is only 2–3 cm in the standard deviation sense.
在目前的技术水平下,为了实现厘米级精度的全球导航卫星系统(GNSS)-声学(GNSS- a)定位,现场声速剖面(SSP)测量仍然是必不可少的。然而,现场SSP测量一方面造成了巨大的成本,另一方面阻碍了GNSS-A进行全球海底大地测量,特别是在实时应用中。本文提出了一种基于海底测地站坐标联合估计三个未知温度参数的经验声速剖面(ESSP)模型,称为一级优化。此外,针对esp声速变化,我们提出了所谓的第二级优化,以实现厘米级的精确定位,以监测海底构造运动。长期海底大地测量数据分析表明,所提出的两级优化方法与基于现场SSP的定位结果基本一致。在标准偏差意义上,用ESSP代替场内SSP对水平坐标的影响小于3 mm,而对垂直坐标的影响仅为2-3 cm。
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引用次数: 0
Stability analysis of reference station and compensation for monitoring stations in GNSS landslide monitoring GNSS滑坡监测中基准站稳定性分析及监测站补偿
1区 地球科学 Q1 ENGINEERING, AEROSPACE Pub Date : 2023-11-13 DOI: 10.1186/s43020-023-00119-0
Duo Wang, Guanwen Huang, Yuan Du, Qin Zhang, Zhengwei Bai, Jing Tian
Abstract The Real-Time Kinematic (RTK) positioning method of the Global Navigation Satellite System (GNSS) has been widely used for landslide monitoring. The stability of its reference station is crucial to obtain accurate and reliable monitoring results. Unstable reference stations due to the geological environment and human activities are difficult to detect and in practical applications often ignored. As a result, it affects the positioning solutions and subsequently the interpretation and detection of landslide motions, which must be addressed in GNSS landslide monitoring. To solve this problem, we propose using the Precise Point Positioning (PPP) technique to analyze the stability of the reference station by verifying its position. The deformations of the monitoring stations are then compensated. First, the reference station coordinates are obtained by the PPP technique and tectonic motion is considered in data processing. The change or breakout of the reference station position is then determined using a cumulative sum control chart method. Finally, each monitoring station’s displacements are compensated according to the displacements of the reference station. According to the results of the Tengqing landslide experiment, the PPP technique can be used in GNSS landslide monitoring to analyze the stability of reference stations. With PPP, millimeter-level accuracy for the coordinates of reference stations is achieved. Compared to the traditional deformation series, the compensated displacement series more reliably reflects the landslide motions. This study will increase the reliability of monitoring results and contribute to implementing GNSS in monitoring landslides.
全球卫星导航系统(GNSS)的实时运动学(RTK)定位方法在滑坡监测中得到了广泛的应用。其参考站的稳定性对获得准确可靠的监测结果至关重要。由于地质环境和人类活动的影响,参考台站的不稳定难以检测,在实际应用中往往被忽略。因此,它会影响定位解决方案,进而影响滑坡运动的解释和检测,这是GNSS滑坡监测必须解决的问题。为了解决这个问题,我们提出使用精确点定位(PPP)技术,通过验证参考站的位置来分析参考站的稳定性。然后对监测站的变形进行补偿。首先,利用PPP技术获取参考台站坐标,在数据处理中考虑了大地构造运动。然后使用累积和控制图方法确定参考站位置的变化或突破。最后,根据参考站的位移对各监测站的位移进行补偿。根据腾庆滑坡试验结果,PPP技术可用于GNSS滑坡监测,分析参考站的稳定性。使用PPP,参考站的坐标精度可以达到毫米级。与传统的变形序列相比,补偿位移序列更可靠地反映了滑坡运动。本研究将提高监测结果的可靠性,并有助于GNSS在滑坡监测中的应用。
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引用次数: 0
Precise orbit determination of Haiyang-2D using onboard BDS-3 B1C/B2a observations with ambiguity resolution 利用北斗三号B1C/B2a星载模糊分辨率观测数据精确定轨
1区 地球科学 Q1 ENGINEERING, AEROSPACE Pub Date : 2023-11-06 DOI: 10.1186/s43020-023-00118-1
Kecai Jiang, Wenwen Li, Min Li, Jianghui Geng, Haixia Lyu, Qile Zhao, Jingnan Liu
Abstract The Haiyang-2D altimetry mission of China is one of the first Low Earth Orbit (LEO) satellites that can receive new B1C/B2a signals from the BeiDou-3 Navigation Satellite System (BDS-3) for Precise Orbit Determination (POD). In this work, the achievable accuracy of the single-receiver ambiguity resolution for onboard LEO satellites is studied based on the real measurements of new BDS-3 frequencies. Under normal conditions, six BDS-3 satellites on average are visible. However, the multipath of the B1C/B2a code observations presents some patchy patterns that cause near-field variations with an amplitude of approximately 40 cm and deteriorate the ambiguity-fixed rate. By modeling those errors, for the B2a code, a remarkable reduction of 53% in the Root Mean Square (RMS) is achieved at high elevations, along with an increase of 8% in the ambiguity-fixed rates. Additionally, an analysis of the onboard antenna's phase center offsets reveals that when compared to the solutions with float ambiguities, the estimated values in the antenna’s Z direction in the solutions with fixed ambiguities are notably smaller. The independent validation of the resulting POD using satellite laser ranging at 16 selected high-performance stations shows that the residuals are reduced by a minimum of 15.4% for ambiguity-fixed solutions with an RMS consistency of approximately 2.2 cm. Furthermore, when compared to the DORIS-derived orbits, a 4.3 cm 3D RMS consistency is achieved for the BDS-3-derived orbits, and the along-track bias is reduced from 2.9 to 0.4 cm using ambiguity fixing.
中国的“海洋- 2d”测高卫星是首批能够接收北斗三号精确定轨卫星系统(BDS-3)新B1C/B2a信号的近地轨道卫星之一。本文基于BDS-3新频率的实际测量,研究了低轨道卫星单接收机模糊度分辨率的可实现精度。在正常情况下,平均可以看到6颗北斗三号卫星。然而,B1C/B2a码观测的多路径呈现出一些斑块模式,导致近场变化幅度约为40 cm,并恶化了模糊固定率。通过对这些错误进行建模,对于B2a代码,在高海拔地区实现了均方根(RMS)显著降低53%,同时模糊固定率增加了8%。此外,对星载天线的相位中心偏移进行了分析,结果表明,与浮动模糊度方案相比,固定模糊度方案的天线Z方向估计值明显更小。利用卫星激光测距在16个选定的高性能站点对所得到的POD进行了独立验证,结果表明,在RMS一致性约为2.2 cm的情况下,模糊固定解的残差至少减少了15.4%。此外,与doris衍生的轨道相比,bds -3衍生的轨道实现了4.3 cm的3D均方根一致性,并且通过模糊定位将沿轨偏差从2.9 cm降低到0.4 cm。
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引用次数: 1
A double sideband combined tracking method for Galileo E5 AltBOC signals 伽利略E5 AltBOC信号的双边带联合跟踪方法
1区 地球科学 Q1 ENGINEERING, AEROSPACE Pub Date : 2023-10-16 DOI: 10.1186/s43020-023-00117-2
Tongwen Fan, Tisheng Zhang, Hongping Zhang, Jun Mo, Xiaoji Niu
Abstract The Galileo navigation satellite system (Galileo) E5 Alternative Binary Offset Carrier (AltBOC) signal brings various challenges due to its complex modulation, wide bandwidth, and multi-peaked auto-correlation function. While wideband tracking needs to solve the ambiguity problem and design dedicated baseband channels, the single-sideband cannot have the outstanding performance of the AltBOC signal. We propose a new tracking method called “Double Sideband Combined Tracking” (DSCT), which can fully exploit the AltBOC signal’s code tracking accuracy without ambiguity and ensure compatibility with Binary Phase Shift Keying (BPSK) processing channels, easily implemented in hardware. The DSCT employs one phase locked loop and one delay locked loop to track the carrier and code, respectively. The double-sideband correlation results used by the two loops are recovered by coherently combining the single-sideband correlation results of the two BPSK channels. Meanwhile, the combined model, the loop discriminator, and the ambiguity detection of the DSCT are discussed. Furthermore, the code tracking error caused by thermal noise is modeled and analyzed. The test results based on real Galileo E5 signals show that the DSCT exhibits better or comparable code tracking accuracy to the AltBOC wideband tracking method. When the loop falsely locks onto a side-peak, the DSCT can quickly detect and re-lock on the main peak.
伽利略卫星导航系统(Galileo) E5备选二进制偏移载波(AltBOC)信号由于其调制复杂、带宽宽、多峰自相关等特点,给卫星导航系统带来了诸多挑战。而宽带跟踪需要解决模糊问题并设计专用的基带信道,而单边带无法具有AltBOC信号的优异性能。我们提出了一种新的跟踪方法,称为“双边带组合跟踪”(DSCT),它可以充分利用AltBOC信号的代码跟踪精度而不产生歧义,并确保与二进制相移键控(BPSK)处理通道的兼容性,易于在硬件上实现。DSCT采用一个锁相环和一个锁延迟环分别跟踪载波和编码。通过相干组合两个BPSK信道的单边带相关结果,恢复了两个环路使用的双边带相关结果。同时,对DSCT的组合模型、环路鉴别器和模糊度检测进行了讨论。此外,对热噪声引起的码跟踪误差进行了建模和分析。基于真实伽利略E5信号的测试结果表明,DSCT具有比AltBOC宽带跟踪方法更好或相当的代码跟踪精度。当环路错误地锁定到一个侧峰时,DSCT可以快速检测并重新锁定到主峰。
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引用次数: 0
Performance analysis of frequency-mixed PPP-RTK using low-cost GNSS chipset with different antenna configurations 基于低成本GNSS芯片组和不同天线配置的频率混合PPP-RTK性能分析
1区 地球科学 Q1 ENGINEERING, AEROSPACE Pub Date : 2023-10-09 DOI: 10.1186/s43020-023-00116-3
Xingxing Li, Hailong Gou, Xin Li, Zhiheng Shen, Hongbo Lyu, Yuxuan Zhou, Hao Wang, Qian Zhang
Abstract Low-cost Global Navigation Satellite System (GNSS) devices offer a cost-effective alternative to traditional GNSS systems, making GNSS technology accessible to a wider range of applications. Nevertheless, low-cost GNSS devices often face the challenges in effectively capturing and tracking satellite signals, which leads to losing the observations at certain frequencies. Moreover, the observation peculiarities of low-cost devices are in contradistinction to those of traditional geodetic GNSS receivers. In this contribution, a low-cost PPP-RTK model that considers the unique characteristics of different types of measurements is developed and its performance is fully evaluated with u-blox F9P receivers equipped with three distinctive antenna configurations: vertical dipole, microstrip patch, and helix antennas. Several static and kinematic experiments in different scenarios are conducted to verify the effectiveness of the proposed method. The results indicate that the mixed-frequency PPP-RTK model outperforms the traditional dual-frequency one with higher positioning accuracy and fixing percentage. Among the three low-cost antennas tested, the vertical dipole antenna demonstrates the best performance under static conditions and shows a comparable performance as geodetic antennas with a positioning accuracy of 0.02 m, 0.01 m and 0.07 m in the east, north, and up components, respectively. Under low-speed kinematic scenarios, the helix antenna outperforms the other two with a positioning accuracy of (0.07 m, 0.07 m, 0.34 m). Furthermore, the helix antenna is also proved to be the best choice for vehicle navigation with an ambiguity fixing rate of over 95% and a positioning accuracy of (0.13 m, 0.14 m, 0.36 m).
低成本的全球导航卫星系统(GNSS)设备为传统的GNSS系统提供了一种具有成本效益的替代方案,使GNSS技术能够获得更广泛的应用。然而,低成本GNSS设备在有效捕获和跟踪卫星信号方面往往面临挑战,导致某些频率的观测数据丢失。此外,低成本设备的观测特性与传统的大地GNSS接收机形成了鲜明的对比。本文开发了一种低成本PPP-RTK模型,该模型考虑了不同类型测量的独特特征,并使用配备三种不同天线配置(垂直偶极子、微带贴片和螺旋天线)的u-blox F9P接收机对其性能进行了全面评估。通过不同场景下的静态和运动学实验,验证了该方法的有效性。结果表明,混合频率PPP-RTK模型优于传统双频模型,具有更高的定位精度和固定率。在测试的三种低成本天线中,垂直偶极子天线在静态条件下表现最佳,与大地测量天线性能相当,在东、北、上分量的定位精度分别为0.02 m、0.01 m和0.07 m。低速运动场景下,螺旋天线的定位精度分别为(0.07 m、0.07 m、0.34 m),是车辆导航的最佳选择,模糊固定率超过95%,定位精度分别为(0.13 m、0.14 m、0.36 m)。
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引用次数: 0
Resilient timekeeping algorithm with multi-observation fusion Kalman filter 基于多观测融合卡尔曼滤波的弹性计时算法
1区 地球科学 Q1 ENGINEERING, AEROSPACE Pub Date : 2023-09-18 DOI: 10.1186/s43020-023-00115-4
Xiaobin Wang, Yuanxi Yang, Bo Wang, Yuting Lin, Chunhao Han
Abstract The timescales incorporated into the Primary Frequency Standard (PFS) exhibit excellent stability and accuracy. However, during the dead time of PFS, the reliability of the timescale can be compromised. To address this issue, a resilient timekeeping algorithm with a Multi-observation Fusion Kalman Filter (MFKF) is proposed. This algorithm fuses the frequency measurements from hydrogen masers with various reference frequency standards, including PFS and commercial cesium beam atomic clocks. The simulation results show that the time deviation and instability of the timescale generated by MFKF are improved compared to those with Kalman filtering. The experimental results demonstrate that even within 70 days of PFS dead time the resilient timescale generated by MFKF can operate reliably. Furthermore, it is theoretically proven that MFKF produces a smaller post-covariance than that with single-observation Kalman filtering.
初级频率标准(PFS)的时间标度具有良好的稳定性和精度。然而,在PFS的死区期间,时间标度的可靠性会受到影响。针对这一问题,提出了一种基于多观测融合卡尔曼滤波(MFKF)的弹性计时算法。该算法将氢脉泽的频率测量值与各种参考频率标准融合在一起,包括PFS和商用铯束原子钟。仿真结果表明,与卡尔曼滤波相比,MFKF产生的时间尺度的时间偏差和不稳定性得到了改善。实验结果表明,即使在PFS死区70天内,MFKF生成的弹性时间尺度也能可靠运行。此外,从理论上证明了MFKF比单观测卡尔曼滤波产生更小的后协方差。
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引用次数: 0
期刊
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