Integrity Monitoring of Digital Elevation Models for Synthetic Vision Systems Using Approximate Graph Matching Techniques and X-Band Weather Radar Measurements
نویسندگان
چکیده
Synthetic Vision Systems (SVS) provides general aviation pilots with displays of stored geo-spatial data representing terrain, obstacles, and cultural features, which have the potential to improve flight safety by providing situational awareness and reducing the likelihood of Controlled Flight into Terrain (CFIT). This paper describes an integrity monitor which uses a novel approach to check the consistency between a terrain elevation profile synthesized from X-Band weather radar sensor information and the profile given in a Digital Elevation Model (DEM). Both profiles are first converted to a graph based representation, where key points of interest are extrapolated and the spatial relationship between them stored in a hierarchical graph. A real-time comparison is then made through error-correcting graph isomorphism techniques which are highly tolerant of error due to scaling, rotation and deformation. Flight-testing data from NASA’s AvSP is used to validate the proposed monitor approach. Initial results of this assessment are presented.
منابع مشابه
Using X-band Weather Radar Measurements to Monitor the Integrity of Digital Elevation Models for Synthetic Vision Systems
Synthetic Vision Systems (SVS) provide pilots with displays of stored geo-spatial data representing terrain, obstacles, and cultural features. As comprehensive validation is impractical, these databases typically have no quantifiable level of integrity. Further, updates to the databases may not be provided as changes occur. These issues limit the certification level and constrain the operationa...
متن کاملVolcanological Applications of Doppler Radars: A Review and Examples from a Transportable Pulse Radar in L-Band
Many types of radar systems have been applied to the study of a wide range of volcanic features. Fields of application commonly include volcano deformation by interferometric synthetic aperture radar (InSAR), mainly satellite-based (e.g. Froger et al., 2007) but also ground-based like LISA (Casagli et al., 2009), digital elevation model generation using satellite or airborne InSAR measurements,...
متن کاملEffect of digital elevation model’s resolution in producing flood hazard maps
Flooding is one of the most devastating natural disasters occurring annually in the Philippines. A call for a solution for this malady is very challenging as well as crucial to be addressed. Mapping flood hazard is an effective tool in determining the extent and depth of floods associated with hazard level in specified areas that need to be prioritized during flood occurrences. Precedent to the...
متن کاملAn X-Band Radar Terrain Feature Detection Method for Low- Altitude SVS Operations and Calibration Using LiDAR
To enable safe use of Synthetic Vision Systems at low altitudes, real-time range-to-terrain measurements may be required to ensure the integrity of terrain models stored in the system. This paper reviews and extends previous work describing the application of x-band radar to terrain model integrity monitoring. A method of terrain feature extraction and a transformation of the features to a comm...
متن کاملFlight Test Results of a Synthetic Vision Elevation Database Integrity Monitor
This paper discusses the flight test results of a real-time Digital Elevation Model (DEM) integrity monitor for Civil Aviation applications. Providing pilots with Synthetic Vision (SV) displays containing terrain information has the potential to improve flight safety by improving situational awareness and thereby reducing the likelihood of Controlled Flight Into Terrain (CFIT). Utilization of D...
متن کامل