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1.
全球卫星导航系统(GNSS)在弱信号环境下,GNSS信号易受到遮挡或者电磁干扰,严重影响导航定位的可靠性、连续性和精度. 针对此问题,本文作者研究了一种GNSS和视觉观测紧组合导航定位方法. 首先基于相机采集图像数据,利用ORB-SLAM2开源平台求解得到视觉位置结果增量,再联合GNSS伪距观测数据采用卡尔曼滤波(KF)进行组合定位解算. 采用实测的GNSS伪距观测数据和图像数据进行测试,试验结果表明:该算法不仅能有效地提升GNSS弱信号环境下导航定位的连续性和精度,还能在卫星数少于4颗时保持持续导航定位.   相似文献   

2.
在卫星定位中,观测环境的优劣对最终定位结果精度有着显著性影响,单GPS系统因为其可观测卫星颗数少和自身星座分布的共同影响,载波相位周跳频繁,定位解的误差大、可靠性低、稳定性差。本文对多模GNSS ( Global Navigation Satellite System )解算中时空系统的统一,组合单点定位模型和差分定位模型等关键技术进行了研究,实现了多模GNSS组合定位,改善了卫星相对于测站的几何分布,环境适应性加强,使得定位精度、系统冗余度和可靠性大幅提高,最后使用车载数据进行实验验证。验证结果表明,多模GNSS观测卫星数相比单GPS系统而言,观测卫星数增加了2倍,PDOP值降低了42%,极大地提高了差分定位解的成功率,固定解比例提高了18.3%。这充分说明了多模GNSS统一定位的可行性和优越性。  相似文献   

3.
智能手机凭借其普遍性、便携性和低成本等优势,已成为大众用户导航与位置服务的主流终端载体,其多频多系统GNSS(global navigation satellite system)观测值的开放进一步激发了手机高精度定位的研究。然而,受限于消费级GNSS器件性能,手机卫星观测值呈现出信号衰减严重、伪距噪声大、粗差周跳多等问题;并且受城市复杂环境影响,手机GNSS定位的连续性、可靠性也难以保证。提出一种城市场景手机GNSS/ MEMS(micro-electro mechanical system)融合的车载高精度定位方案。首先,构建了速度约束的GNSS差分定位模型;然后,通过手机内置MEMS与车辆运动约束,在挑战环境下进行GNSS/MEMS融合精密定位。实验结果表明,在开阔和树荫场景下,速度约束方法可达到分米至米级定位精度,相比于常规方法分别提升了35.2%和78.9%;在高架场景下,GNSS/MEMS融合定位的精度和连续性均提升显著;在隧道场景下,MEMS推算位置累积误差约为2.5%。实验结果初步表明,手机GNSS具备开阔环境下的车道级定位能力,手机GNSS/MEMS融合可提升城市复杂环境下车载定位的精度和连续可用性。  相似文献   

4.
全球卫星导航系统(GNSS)多径信号广泛存在于城市峡谷等复杂导航定位场景中. 多径信号在干扰GNSS接收机并造成系统定位精度下降的同时,也为接收机提供了周边反射面环境信息. 在码相位延迟幅度联合跟踪算法(CADLL)实现GNSS多径信号感知和特征参数提取的基础上,设计实现了基于粒子滤波的反射面参数估计算法. 该算法可以在GNSS多径环境中增强接收机的环境感知能力,相关环境信息可应用于场景感知、避障、路径规划和定位增强等领域. 静态环境下进行GNSS多径信号采集和算法测试,实验结果表明该算法能够有效估计反射面位置参数,反射面方位角均方根误差(RMSE)小于10°,反射面俯仰角RMSE小于5°,反射面距离RMSE小于10 m.   相似文献   

5.
GNSS/INS组合导航系统定位精度分析   总被引:1,自引:0,他引:1  
王晓艳 《北京测绘》2014,(3):86-88,38
GNSS/INS组合导航系统近年来得到了快速发展,应用领域越来越广泛。组合导航的定位精度是一个重要的研究方向,本文将应用于航空遥感领域的高精度GNSS/INS组合导航系统放置在地面平台上,采集试验数据,通过与NRTK定位结果比较,对组合导航系统定位精度进行分析,得出GNSS/INS组合导航系统的定位精度可达到厘米级的试验结论。  相似文献   

6.
针对车载全球导航卫星系统/惯性导航系统(global navigation satellite system/inertial navigation system,GNSS/INS)组合导航中卫星信号中断,惯性导航系统单独导航误差积累较大的问题,提出了附加载体运动条件约束的卡尔曼(Kalman)滤波解算方法。通过利用载体固有的运动约束,包括近似高程约束、近似速度约束和近似姿态约束,减少载体自由度和模型参数;通过引入新的观测类型,增加观测冗余,可以加强Kalman滤波解,提高在GNSS信号中断时组合导航系统的定位精度,实现无缝导航。  相似文献   

7.
车载低成本嵌入式组合导航系统的可靠性容易受到多种传感器故障和环境的影响,基于全球卫星导航系统(GNSS)状态的惯性导航系统(INS)/GNSS/里程计(ODO)抗差组合导航算法,提出了一种两级故障检测处理方法. 其中,第一级检测使用了基于解析冗余的残差卡方检验法,第二级检测使用了改进的双状态传播卡方检验算法. 利用自主研制的GN310低成本嵌入式系统采集路测数据. 结果表明:相对于传统算法,水平定位精度提升了39.7%;另外在半实物仿真下,水平定位误差保持在3 m以内,表明该容错方法能够有效地处理ODO、INS故障和GNSS软硬故障.   相似文献   

8.
In integrated systems for accurate positioning, which consist of GNSS, INS, and other sensors, the GNSS positioning accuracy has a decisive influence on the performance of the entire system and thus is very important. However, GNSS usually exhibits poor positioning results in urban canyon environments due to pseudorange measurement errors caused by multipath creation, which leads to performance degradation of the entire positioning system. For this reason, in order to maintain the accuracy of an integrated positioning system, it is necessary to determine when the GNSS positioning is accurate and which satellites can have their pseudorange measured accurately without multipath errors. Thus, the objective of our work is to detect the multipath errors in the satellite signals and exclude these signals to improve the positioning accuracy of GNSS, especially in an urban canyon environment. One of the previous technologies for tackling this problem is RAIM, which checks the residual of the least square and identifies the suspicious satellites. However, it presumes a Gaussian measurement error that is more common in an open-sky environment than in the urban canyon environment. On the other hand, our proposed method can estimate the size of the pseudorange error directly from the information of altitude positioning error, which is available with an altitude map. This method can estimate even the size of non-Gaussian error due to multipath in the urban canyon environment. Then, the estimated pseudorange error is utilized to weight satellite signals and improve the positioning accuracy. The proposed method was tested with a low-cost GNSS receiver mounted on a test vehicle in a test drive in Nagoya, Japan, which is a typical urban canyon environment. The experimental result shows that the estimated pseudorange error is accurate enough to exclude erroneous satellites and improve the GNSS positioning accuracy.  相似文献   

9.
GNSS satellite-based augmentation systems for Australia   总被引:1,自引:0,他引:1  
We provided an overview of various satellite-based augmentation systems (SBAS) options for augmented GNSS services in Australia, and potentially New Zealand, with the aim to tease out key similarities and differences in their augmentation capabilities. SBAS can technically be classified into two user categories, namely SBAS for aviation and “non-aviation” SBAS. Aviation SBAS is an International Civil Aviation Organization (ICAO) certified civil aviation safety-critical system providing wide-area GNSS augmentation by broadcasting augmentation information using geostationary satellites. The primary aim was to improve integrity, availability and accuracy of basic GNSS signals for aircraft navigation. On the other hand, “non-aviation” SBAS support numerous GNSS applications using positioning techniques such as wide-area differential-GNSS (DGNSS) and precise point positioning (PPP). These services mainly focus on delivering high-accuracy positioning solutions and guaranteed levels of availability, and integrity remains secondary considerations. Next-generation GNSS satellites capable of transmitting augmentation signals in the L1, L5 and L6 frequency bands will also be explored. These augmentation signals have the data capacity to deliver a range of augmentation services such as SBAS, wide-area DGNSS and PPP, to meet the demands of various industry sectors. In addition, there are well-developed plans to put in place next-generation dual-frequency multi-constellation SBAS for aviation. Multi-constellation GNSS increases robustness against potential degradation of core satellite constellations and extends the service coverage area. It is expected that next-generation SBAS and GNSS will improve accuracy, integrity, availability and continuity of GNSS performance.  相似文献   

10.
采用全球卫星导航系统(Global Navigation Satellite System,GNSS)模糊度固定解可提高GNSS/惯性导航系统(inertial navigation system,INS)组合导航定位精度,而在复杂环境下,单频GNSS难以实现完善的实时动态周跳探测,影响GNSS模糊度保持。研究了星间单差与站星双差的INS辅助GNSS单频周跳探测检验量,重点分析检验量的误差特性。分析得出检验量误差主要与INS增量误差有关,受接收机至待检星与参考星之间星地矢量夹角的影响。提出了选取两颗参考星并优选探测检验量的方法,降低方位角因素的影响,提高周跳探测性能。周跳探测的阈值在滑动窗口内估计,对INS误差被GNSS误差淹没的部分进行抑制,充分反映INS误差影响,阈值估计具有较强的自适应性。  相似文献   

11.
高精度的电离层模型对于提高导航卫星系统的定位精度具有重要意义。低轨卫星的快速发展为建立高精度的电离层模型提供了新的契机。基于仿真数据模拟获得2017年1月1日—30日LEO(low earth orbit)和GNSS(global navigation satellite system)卫星观测数据,星座类型包括60、96、192和288颗卫星,以非洲区域为例,利用该数据研究GNSS和LEO卫星穿刺点的覆盖情况和联合建模精度。结果表明:加入LEO卫星后,穿刺点分布改善明显,能够大幅度提高穿刺点密度;单颗低轨卫星穿刺点的范围比GNSS卫星大,LEO卫星的高度角和方位角变化明显;随着低轨卫星数量的增加,融合建模的精度也随之提高;在12:00时东经30°不同纬度范围内,单GNSS建模和GNSS+288 LEO建模差值最大为-1.6 TECU(total electron content unit);随着建模时长的增加,融合建模结果和单GNSS结果差值逐渐变小。  相似文献   

12.
MEMS-based integrated system of a global navigation satellite system (GNSS) and an inertial navigation system (INS) has been widely used in various navigation applications. However, such integration encounters some major limitations. On the one hand, the noisy MEMS-based INS undermines the accuracy with time during the frequently occurring GNSS outages caused by signal blockage or attenuation in certain situations such as urban canyon, tunnels, and high trees. On the other hand, the model mismatch between actual GNSS error and the assumed one would also degrade the obtained accuracy even with continuous GNSS aiding. To improve the overall performance for GNSS/MEMS-INS, better error models can be obtained using Allan variance (AV) analysis technique for modeling inertial sensor errors instead of the commonly recommended auto-regressive processes, and on the other hand, the measurement update in Kalman filter is improved using innovation filtering and AV calculation. The performance of each method and the combined algorithm is evaluated by a field test with either differential GNSS (DGNSS) or single-point positioning (SPP) as external aid. In addition to the considerable navigation enhancement brought by each method, the experimental results show the combined algorithm accomplishes overall accuracy improvements by about 18% (position), 8% (velocity), and 38% (attitude) for integration with DGNSS, and by about 15% (position), 75% (velocity), and 77% (attitude) for that with SPP, compared with corresponding traditional counterparts.  相似文献   

13.
视觉里程计能够在复杂环境下提供短时间的高精度导航定位,全球卫星导航系统(GNSS)具有全天候、全球性和误差不随时间积累的特性,但是在恶劣环境多路径效应下,GNSS定位精度会变差甚至不可用. 为了研究在复杂环境下视觉里程计辅助GNSS导航定位技术,首先介绍了视觉里程计的导航定位原理;然后在卡尔曼滤波器中将GNSS定位结果和视觉里程计定位结果进行了松组合处理;并利用视觉里程计定位结果和预测的视觉里程计误差实现了GNSS在恶劣环境下的导航定位. 基于KITTI数据集的模拟验证结果表明,设计的组合方案能够在恶劣环境下持续提供可靠的导航定位.   相似文献   

14.
吴探诗 《北京测绘》2020,(4):547-550
GPS可见卫星数量不足使得观测方程抗差性下降,在城市环境下一般难以精确定位。文章通过GPS/UWB组合定位抑制GPS观测粗差对定位精度的影响,提升组合系统的定位性能。实验证明,组合系统较GPS单系统在观测值数量、RDOP值、浮点解精度、双差模糊度浮点解精度和固定解精度方面均得到大幅改善。文章认为,借助UWB优秀的测距性能有效地提高了GPS的生存能力,特别是在城市峡谷等GPS信号遮挡严重的环境下应加设一定数量的UWB基准站,保证用户定位的连续性与准确性。  相似文献   

15.
北斗三号卫星导航系统(BeiDou-3 navigation satellite system,BDS-3)全球组网工作全面建成,标志着BDS-3迈入全球定位、导航和授时服务的新时代。为了全面比较BDS-3系统与其余全球导航卫星系统(global navigation satellite system,GNSS)非组合精密单点定位(precise point positioning,PPP)性能,重点分析不同分析中心BDS-3精密轨道和钟差产品的一致性、BDS-3/GNSS卫星可用性、BDS-3/GNSS单系统及多系统融合PPP定位性能。结果表明,基于5个分析中心的精密轨道和钟差产品,BDS-3静态PPP三维均方根误差约为2.31~4.00 cm,其单系统收敛时间明显慢于其余GNSS系统,GPS系统的加入对BDS-3/GNSS双系统融合PPP改善效果最为明显,且四系统融合能够有效地缩短收敛时间,并提高动态PPP定位精度。随着BDS-3系统的发展以及轨道和钟差产品的进一步完善,BDS-3同样具备其余GNSS系统提供优质导航定位服务的潜力。  相似文献   

16.
Global navigation satellite system (GNSS), such as global positioning system (GPS), has been widely used for vehicular and outdoor navigation. Accuracy is one, among many, of the advantages of using GNSS in the open sky. However, GNSS finds difficulty in achieving similar results in portable navigation, where users spend most of their time indoors or in urban canyons, places where GNSS signals suffer from multipath error or signal blockage. One of the most common solutions for providing location services in such challenging environments is integrating GNSS with inertial sensors, such as accelerometers and gyroscopes. However, the arbitrary orientation of the portable device can present a more difficult challenge when using inertial sensors for portable navigation. In order to obtain a navigation solution using inertial sensors, an accurate heading estimation is required. Resolving the heading misalignment angle between the portable navigation device and the moving platform, such as using the device while walking or in a vehicle while driving, is critical to obtaining an accurate heading estimation. We present a solution for resolving the misalignment between the portable device and the moving platform, which exploits multiple portable devices like smartphones or tablets and/or smart wearable devices such as smart watches, smart glasses, and/or smart fitness and activity trackers/monitors. Several real field test experiments using portable devices were conducted to examine the performance of the proposed method. Results show how a portable navigation solution can be improved by further enhancing misalignment estimation.  相似文献   

17.
针对室内外无缝定位在室内外过渡点精度低、不能平滑自动切换等问题,结合GNSS定位技术以及室内地磁指纹节点的组合方法来实现室内外无缝定位及导航。由于从室外至室内时接收机接收到的卫星星数减少、GDOP值逐渐增加、定位的误差增大,因此室内地磁定位精度逐渐优于GNSS定位精度,在两个定位精度临界点通过分析计算得出GDOP最优转化范围值,进行平稳切换。此次试验仿真结果表明,GDOP在3~3.5进行切换与单一GNSS或地磁方法定位的精度相比,分别提高85.7%和82.6%,从而达到了室内外的高精度无缝定位,填补了国内外在室内外无缝定位上没有合适的切换界定的空白。  相似文献   

18.
针对GNSS卫星导航中的伪距单点定位,提出一种不需要测站坐标近似值的非迭代算法。该算法将GNSS伪距导航定位方程转化为空间双曲定位方程,给出具体的解算步骤,研究了空间双曲定位方程的解(有两解),利用GNSS伪距导航定位的特点可消除多值性,从而实现无初值GNSS伪距单点定位。该算法与Bancroft算法相比,通过星间单差,与测站有关的公共误差项被消去,提高了定位精度;与传统的迭代算法相比,提高了计算效率,而且不需要测站坐标初值。最后通过IGS监测站实测数据对3种算法进行比较,验证了算法的有效性。  相似文献   

19.
在地面车载组合导航中,全球导航卫星系统(global navigation satellite system,GNSS)的观测值容易受地面复杂环境的干扰,导致其定位结果出现异常,严重影响GNSS/捷联惯性导航系统(strap-down inertial navigation system,SINS)组合的滤波解算。从惯导系统误差特性的角度,研究了一种基于加表零偏稳定性的组合导航异常探测新方法。该方法从加表零偏解算的异常来发现GNSS位置、速度等观测值中的粗差,并采取剔除和降权的抗差方法抵御粗差影响。通过一组车载数据的分析表明,观测粗差对加表零偏解算的影响十分显著,以此为判别条件能够准确地发现观测粗差。采用该方法后,位置误差、速度误差和姿态误差的均方根分别减小了70.8%、87.9%和77.7%,显著提高了组合导航的解算精度和鲁棒性,为组合导航数据的抗差处理提供了一种新思路。  相似文献   

20.
北斗系统及GNSS多星座组合导航性能研究   总被引:2,自引:0,他引:2  
针对北斗、GPS、GLONASS和GALILEO等单星座系统定位中存在的定位精度不足、可见星不多、定位可靠性不强等问题,研究了一种利用北斗、GPS、GLONASS和GALI—LEO多星座信息在统一坐标系中采用最小二乘法进行组合导航定位的方法。仿真结果表明:北斗与GPS双系统的定位精度优于单纯的北斗系统精度,而采用北斗/GPS/GLONASS/GALILEO多星座组合导航定位能够有效提高用户的定位精度和可靠性,研究成果对北斗系统的精度验证和多星座接收机的实现具有参考意义。  相似文献   

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