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基于蚁群优化的GPS/DInSAR三维形变监测方法 被引量:5
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作者 何秀凤 史国强 肖儒雅 《同济大学学报(自然科学版)》 EI CAS CSCD 北大核心 2015年第10期1594-1600,共7页
提出一种基于蚁群优化的GPS/DInSAR形变测量方法,将高精度地表散点GPS三维观测量与DInSAR视线向观测量进行深度融合,提取地表真三维形变量.以GPS约束与DInSAR约束基于Gibbs方程构建能量函数,利用蚁群优化算法在连续空间求解能量函数最小... 提出一种基于蚁群优化的GPS/DInSAR形变测量方法,将高精度地表散点GPS三维观测量与DInSAR视线向观测量进行深度融合,提取地表真三维形变量.以GPS约束与DInSAR约束基于Gibbs方程构建能量函数,利用蚁群优化算法在连续空间求解能量函数最小值.实验研究结果表明,该方法在连续地表三维形变测量中具有较高精度,特别是垂直方向上具明显优势. 展开更多
关键词 全球空位系统 蚁群算法 地表形变 综合方法
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基于粒子群算法优化SVM的GPS高程拟合方法 被引量:7
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作者 王建军 章重阳 《北京测绘》 2021年第1期83-88,共6页
采用支撑向量机(Support Vector Machine,SVM)模型进行GPS高程拟合时,拟合精度受模型参数(核参数和惩罚因子)选择影响较大,传统交叉验证法存在计算复杂,易陷入局部最优的问题。本文将粒子群(Particle Swarm Optimization,PSO)算法引入SV... 采用支撑向量机(Support Vector Machine,SVM)模型进行GPS高程拟合时,拟合精度受模型参数(核参数和惩罚因子)选择影响较大,传统交叉验证法存在计算复杂,易陷入局部最优的问题。本文将粒子群(Particle Swarm Optimization,PSO)算法引入SVM模型,利用PSO全局搜索能力强和收敛速度快的特点对SVM模型进行优化,提升GPS高程拟合精度的同时增强模型的泛化适应性。最后基于实际算例对所提方法的拟合性能进行验证,结果表明相对于传统交叉验证SVM模型,所提PSO-SVM模型能够获得更高的拟合精度,并且对复杂地势具有更强的适应能力。 展开更多
关键词 全球空位系统(GPS)高程拟合 支撑向量机(SVM) 粒子群算法(PSO) 模型优化
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GPS Dynamic Monitoring Experiment and Result Analysis of Long-Span Cable-Stayed Bridge 被引量:1
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作者 HUANG Shengxiang WU Wentan 《Geo-Spatial Information Science》 2006年第1期1-5,共5页
For the sake of timely appraising the working con di tion of the bridge, measuring the dynamic characteristics of the bridge structur e is very important and necessary. A GPS dynamic monitoring test was carried out in... For the sake of timely appraising the working con di tion of the bridge, measuring the dynamic characteristics of the bridge structur e is very important and necessary. A GPS dynamic monitoring test was carried out in the Wuhan Baishazhou Bridge, which is one of the longest span cable-stayed bridges having been built in China. This paper introduces the experimental imple menting scheme and data processing method. The vibration characteristics of the middle span of cable-stayed bridge are availably obtained by use of the spectra l analytic approach. The measuring results are very identical to the theoretical designed values. The research demonstrates that, with GPS receiver of the high sampling rate and suitable data processing method, the vibration characteristics of the bridge structure can be determined with high accuracy. 展开更多
关键词 long-span cable-stayed bridge GPS monitoring dynamic characteristic spectral analysis
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Effect of the span of Australian GPS coordinate time series in establishing an optimal noise model 被引量:10
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作者 JIANG WeiPing ZHOU XiaoHui 《Science China Earth Sciences》 SCIE EI CAS CSCD 2015年第4期523-539,共17页
The span of coordinate time series affects the determination of an optimal noise model. We analyzed position data recorded for 10 continuous Global Positioning System (GPS) sites from 1998.0 to mid-2009 on the Austr... The span of coordinate time series affects the determination of an optimal noise model. We analyzed position data recorded for 10 continuous Global Positioning System (GPS) sites from 1998.0 to mid-2009 on the Australian Plate to estimate the best noise model and thereafter obtain the true uncertainties of the velocity, employing the maximum likelihood estimation (MLE) method. MLE was employed to analyze the data in four ways. In the first two analyses, the noise was assumed to be a combination of flicker noise and white noise for the raw time series and spatially filtered time series. In the final two analyses, the spectral indices and amplitudes were simultaneously estimated for a power law noise plus white noise model for the raw time series and spatially filtered time series. We conclude that the noise model of GPS time series in Australia can be best described as the combination of flicker noise and white noise. Velocity uncertainties fall below -0.2 mm/yr when the time span exceeds -9.5 years. A comparison of noise amplitudes and maximum likelihood estimation values between the raw and spatially filtered time series suggests that traditional spatial filtering to remove common-mode errors might not be applicable to the raw time series of this region. 展开更多
关键词 Australian Plate Global Positioning System time series noise model maximum likelihood estimation
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Research on assessment method of intrasystem and intersystem of the global navigation satellite system 被引量:3
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作者 ZHANG JianJun XUE Ming XIE Jun 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2015年第10期1672-1681,共10页
The global navigation satellite system(GNSS) has become an important space infrastructure. Following GPS and GLONASS, Europe and China have been building their own global navigation satellite system, respectively, GAL... The global navigation satellite system(GNSS) has become an important space infrastructure. Following GPS and GLONASS, Europe and China have been building their own global navigation satellite system, respectively, GALILEO and Compass. In order to consolidate the leadership of GPS in the globe, United States is gradually upgrading the traditional GPS. Simultaneously, Russia is also intensively restoring full performance of GLONASS. With the advancement of international satellite navigation system, satellite navigation frequency resources are already in short supply, and the design and use of the navigation signals are more sophisticated and complex due to commercial, disaster relief and other reasons. Since there may be many navigation signals in the same basic bandwidth, the coexistence of multiple systems and the combined application make intersystem mutual interference become the focus research. Under this background, the satellite navigation system mutual interference evaluation system needs to be established urgently to meet and support the compatibility and interoperability of the GNSS system. In the paper, through the performance analysis of the GNSS signal acquisition, carrier tracking, data demodulation and code tracking, the equivalent carrier to noise ratio model based on spectrum isolation coefficient is established, and the theoretical system of the GNSS signal mutual interference is proposed according to the mechanism, and the mutual interference of GPS, GALILEO and Compass system is analyzed and assessed. 展开更多
关键词 GNSS intrasystem interference intersystem interference equivalent carrier to noise ratio
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