Sensitivity analysis of object space geometry for TLS-aided navigation

In GPS-impeded environments, due to cumulative error characteristics of inertial sensors, a GPS/IMU system is unable to maintain high navigation accuracy during extended GPS outages. In particular, vegetated and urban environments present unique challenges in applications where high absolute and/or relative navigation accuracy is required. To remedy this deficiency, a method that integrates 3D laser ranging to deployable spherical targets with an inertial system to enable centimeter-level navigation accuracy of a mobile unit under heavy canopy is discussed here. This paper is focused on the requirements for geometry and spatial distribution of the spherical targets and their impact on the achievable navigation accuracy. The sensitivity analysis is performed based on simulations as well as the actual field test data.

[1]  Hongxing Sun,et al.  A Robust Solution to High-Accuracy Geolocation: Quadruple Integration of GPS, IMU, Pseudolite, and Terrestrial Laser Scanning , 2011, IEEE Transactions on Instrumentation and Measurement.

[2]  Charles K. Toth,et al.  Positioning in GPS-challenged Environments: Dynamic Sensor Network with Distributed GPS Aperture and Inter-nodal Ranging Signals , 2009 .

[3]  C. Rizos,et al.  Novel geolocation technology for geophysical sensors for detection and discrimination of unexploded ordnance , 2008, 2008 IEEE/ION Position, Location and Navigation Symposium.

[4]  D.Y. Hsu,et al.  Relations between dilutions of precision and volume of the tetrahedron formed by four satellites , 1994, Proceedings of 1994 IEEE Position, Location and Navigation Symposium - PLANS'94.

[5]  Hongxing Sun,et al.  TERRESTRIAL LASER SCANNING TO SUPPORT LAND NAVIGATION , 2009 .

[6]  Brian Bingham,et al.  Predicting the navigation performance of underwater vehicles , 2009, 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[7]  C. Rizos,et al.  GPS/INS/PL/TLS INTEGRATION SUPPORTING NAVIGATION OF GEOPHYSICAL SENSORS FOR UNEXPLODED ORDNANCE DETECTION AND DISCRIMINATION , 2008 .

[8]  Peter Teunissen,et al.  A proof of Nielsen's conjecture on the GPS dilution of precision , 1998 .

[9]  C. Toth,et al.  INTEGRATION OF TERRESTRIAL LASER SCANNER FOR GROUND NAVIGATION IN GPS-CHALLENGED ENVIRONMENTS , 2008 .

[10]  R.O. Nielsen Relationship between dilution of precision for point positioning and for relative positioning with GPS , 1997, IEEE Transactions on Aerospace and Electronic Systems.