IRIG 106 Synthetic Data Files
Synthetic data files are IRIG 106 Ch 10/11 data files that are totally synthesized in software. Synthetic data files are useful for a couple of reasons.
Real flight test data is now just about impossible to get. Almost all flight test data is restricted in one fashion or another. So someone who wants to develop applications or just learn about flight test data is severely restricted in the data they can look at. Some sample data files are available for download
but these are laboratory recordings and are not realist data like you might see in a flight test.
Synthetic data solves both of these problems.
Since the data is not from a real aircraft platform there are no restrictions on releasability.
Since the data is completely deterministic it is repeatable and interesting data variability and events can be easily inserted.
Architecture and Approach
Data is synthesized in several steps. COTS, GOTS, and custom software applications are used to generate data files.
The GOTS BlueMax
software application is used to generate realistic flight dynamics data. BlueMax permits designing a flight profile at a very high level of abstraction. From this flight scenario BlueMax calculates about 150 flight dynamics parameters such as aircraft position, attitude, speed, accelerations, angle of attack, throttle setting, etc.
The BlueMax SQL aircraft state data is then played back and used to drive the XPlane
aircraft simulation software application. At each point in time a screen capture is made of the XPlane screen. Successive captured screen bitmap are then fed into a video encoder. The video encoder takes the series of screen bitmaps and converts them into a series of MPEG
Transport Stream (TS
) packets. These TS
video packets are then written to the same SQL database as the BlueMax aircraft state data. The process is repeated with different XPlane views to make multiple video channels. Video encoding is a very CPU intensive process. Pre-computing the video data that goes along with the aircraft state data makes the later generation of IRIG
106 data files much quicker.
A custom software application is then run to generate the synthetic IRIG
106 Ch 10/11 data files from the pre-computed aircraft state and video data. Starting date and time as well as a number of other input parameters are entered at run time to tailor the simulation. This application is the main simulation engine for generating the synthetic flight test data from the pre-computed aircraft state and from user inputs. This application is command line driven so that it can run in batch mode to easily generate large numbers of files.
The synthetic data software suite is currently early in development. There is currently support for valid TMATS, a time channel, multiple video channels, and a 1553 channel with aircraft navigation data. Below is a screen image of the data being played back in Telspan NetView.
There is also a screen capture movie showing about 1 minute of playback. The synthetic IRIG 106 Ch 10/11 data file (about 150 MB) can also be downloaded. There is an Interface Control Document describing the data channels and data fields in the data file.
The near term development focus is to flesh out some other useful data content.
is an important data type. A PCM
data stream will be developed to generate simulated strain gauge values. Strain gauge values will be generated based on aircraft dynamics such as G's and airspeed. A little bit of band limited noise will be added to make these simulated readings a little more realistic.
Longer term I will add the ability to easily modify the data for a simulated strain gauge PCM message or 1553 message in somewhat subtle ways. For example it would be an interesting search problem if one PCM channel became somewhat more noisy on one flight, or if the channel gain decreased significantly for one flight.