VirtuaLite, a new method for GPS INS Integration for the Agricultural Environment
نویسندگان
چکیده
Agricultural applications, particularly row cropping applications which are the focus of this paper, are ideal candidates for automation through their continuous and repetitive nature, high dependence on manual labour and typically being conducted in locations that have a relatively unobstructed sky view. A key part of the automation process however, is determining the location of the machinery being automated. Traditionally, GPS and INS integration through either a loosely-coupled or tightly-coupled Kalman filter has been used to provide a robust positioning solution in both the long and short term. The innovative idea to bridge GPS outages presented in this paper will outline an alternate method for INS and GPS integration utilising the existing GPS infrastructure specifically for the agricultural environment. While the focus of this paper is on agricultural applications this technique could be extended into all fields utilising an integrated GPS and INS system to derive a position solution. This paper discusses the problems associated with this new approach as well as presenting initial simulation results. Furthermore, a preliminary comparison between these simulation results and a simulation based on the traditional method for bridging GPS outages using the variable fixed method.
منابع مشابه
GPS/INS Integration for Vehicle Navigation based on INS Error Analysis in Kalman Filtering
The Global Positioning System (GPS) and an Inertial Navigation System (INS) are two basic navigation systems. Due to their complementary characters in many aspects, a GPS/INS integrated navigation system has been a hot research topic in the recent decade. The Micro Electrical Mechanical Sensors (MEMS) successfully solved the problems of price, size and weight with the traditional INS. Therefore...
متن کاملImprovement of Navigation Accuracy using Tightly Coupled Kalman Filter
In this paper, a mechanism is designed for integration of inertial navigation system information (INS) and global positioning system information (GPS). In this type of system a series of mathematical and filtering algorithms with Tightly Coupled techniques with several objectives such as application of integrated navigation algorithms, precise calculation of flying object position, speed and at...
متن کاملA Hierarchical SLAM/GPS/INS Sensor Fusion with WLFP for Flying Robo-SAR's Navigation
In this paper, we present the results of a hierarchical SLAM/GPS/INS/WLFP sensor fusion to be used in navigation system devices. Due to low quality of the inertial sensors, even a short-term GPS failure can lower the integrated navigation performance significantly. In addition, in GPS denied environments, most navigation systems need a separate assisting resource, in order to increase the avail...
متن کاملPerformance Analysis and Architecture Design of Vector-Based Ultra- Tightly Coupled GPS/INS Integration on satellite Faults
GPS vector receive make the tasks of signal tracking and navigation state estimation are integrated into an algorithm which can complement traditional scalar receiver tracking independent and parallel tracking disadvantage. Through integration with INS, the GPS signal in jamming or weak environment based on vector tracking ultra-tightly coupled GNSS/INS integration system has significant advant...
متن کاملIntegration of Terrestrial Laser Scanner for Ground Navigation in Gps-challenged Environments
GPS/INS integration can provide high accuracy (centimeter level) navigation under good satellite geometry and atmospheric conditions. However, due to GPS signal blockage and accumulative error attributes of INS, a GPS/INS system cannot continuously maintain such high accuracy navigation during GPS outages, which may frequently happen in terrestrial applications, such as when navigating in fores...
متن کامل