Best prediction in linear models with mixed integer/real unknowns: theory and application

In this contribution, we extend the existing theory of minimum mean squared error prediction (best prediction). This extention is motivated by the desire to be able to deal with models in which the parameter vectors have real-valued and/or integer-valued entries. New classes of predictors are introduced, based on the principle of equivariance. Equivariant prediction is developed for the real-parameter case, the integer-parameter case, and for the mixed integer/real case. The best predictors within these classes are identified, and they are shown to have a better performance than best linear (unbiased) prediction. This holds true for the mean squared error performance, as well as for the error variance performance. We show that, in the context of linear model prediction, best predictors and best estimators come in pairs. We take advantage of this property by also identifying the corresponding best estimators. All of the best equivariant estimators are shown to have a better precision than the best linear unbiased estimator. Although no restrictions are placed on the probability distributions of the random vectors, the Gaussian case is derived separately. The best predictors are also compared with least-squares predictors, in particular with the integer-based least-squares predictor introduced in Teunissen (J Geodesy, in press, 2006).     

Integrated Navigation System and Experiment of a Low-Cost and Low-Accuracy SINS/GPS

When SINS (strap-down inertial navigation system) is combined with GPS, the observability of the course angle is weak. Although the course angle error is improved to some extent through Kalman filtering, the course angle still assumes a divergent trend. This trend is aggravated further when using low-cost and low-accuracy SINS. In order to restrain this trend, a method that uses AHRS to substitute for SINS course angle information is put forward aimed at the hardware component characteristic of the low-cost and low-accuracy SINS including AHRS (attitude and heading reference system) and IMU (inertial measurement unit). Real static and dynamic experiments show that the method can restrain the divergent trend of the navigation system angle effectively, and the positioning accuracy is high.     

国外招投标规则浅析

招投标作为当今国际贸易的主要方式越来越被人们所关注。本文从地理信息产业突破传统模式,与国际接轨开展更广泛的商务活动的角度,阐述国际市场的状况以及国外的地理信息产业工程项目招投标法规、行业规则及应用模式等。招投标规则的使用是顺应发展的必然需要,是以较高的合作水平进入国际市场,顺利深入开展国际间合作的必然趋势。     

基于ArcObjects的土地利用时空分析系统研究

随着愈加快速的土地资源开发,土地利用时空变化研究已全面启动,本文结合ArcObjects组件、Access数据库和VC 工具开发了一个土地利用时空分析系统,实现了土地利用空间数据建库、地图查询分析、土地利用时空模型解算等功能。为土地利用时空研究提供功能集成的数据运算与图形处理平台,也为土地利用规划的制定及其修编等工作提供了技术支持。     

图文数据动态联接与多维数据管理在城市规划管理信息系统中的应用

城市规划管理是一项综合性、复杂性、系统性、实践性、科学性很强的技术行政管理工作,直接关系到城市规划能否顺利实施。本文主要论述图文数据的动态联接与多维数据管理在数字城市规划管理中的应用。     

一种改进的周跳多项式拟合方法

多项式拟合探测周跳受相位观测值所含误差的影响,随着采样数的增加,其探测周跳的能力随之降低,通常将观测数据分成若干段来进行处理。这样不可避免的增加工作强度,降低工作效率。本文根据多项式拟合探测周跳的基本原理,对多项式进行改进。经实验证明,利用改进后的多项式进行拟合能够有效地弥补传统方法的不足,使周跳的探测与修复更加稳定可靠。     

晋江市金井镇规划测绘方案

随着经济的快速发展，原有的测绘成果已经无法满足金井镇的规划建设需要，有必要在全镇进行大范围测绘。本文对晋江市金井镇规划测绘进行详细论证，为实施提供依据。     

谈《长春市真彩色影像地图集》的设计与编制

地图设计是十分复杂的脑力劳动，是生产地图产品各环节的技术依据，优秀的地图产品必须要有好的技术设计来指导。本文主要通过介绍《长春市真彩色影像地图集》技术设计的编写及影像地图集编制过程畅谈一下自己的体会。     

1∶500,1∶1000,1∶2000系列数字化测绘产品的精度目标与实现

1∶500,1∶1000,1∶2000系列数字化测绘产品按其生产工艺和用途的不同其精度规格也不尽相同,但产品的精度状况始终是测绘生产部门与用户所关心的问题。本文列举了现行有关规范的相关精度指标、规格,并结合产品的用途、特点和测绘生产的实际,简要阐述精度目标的控制与实现过程,对测绘实际工作有一定的参考价值。     

浅析省级基础测绘数据在城市建模中的应用

利用基础测绘数据中房屋数据获取和编辑的方法,探讨1:10 000基础测绘数据中的建筑物在城市地理信息服务和建模中的应用以及目前基础测绘数据与城市建模数据间的差距.