Name That Unknown RF Signal With A Little FFT Magic

Time was once that the amateur radio bands were an aurally predictable place. Spinning the dial up and down the bands, one heard familiar sounds – the staccato of Morse, the [Donald Duck] of sideband voice transmissions, and the occasional flute-like warble of radioteletype signals. Now, the ham bands are full of exotic signals encoding all manner of digital signals, each one with a unique sound and unique demodulation needs. What’s a ham to do?

Help is on the way. [José Carlos Rueda] has made progress toward automatically classifying unknown signals by modifying a Shazam-like app. Shazam is a popular smartphone app that listens to a few seconds of a song, creates an audio fingerprint of it, and searches a massive database of songs for a match. [Rueda] used a homebrew version of the app to search a SQL-lite database of audio fingerprints populated not with a playlist of popular music, but with samples from every known signal type in the Signal Identification Wiki. The database contains hashes for an FFT of each sample, which can be easily searched. With a five to ten second sample of a signal, captured either live over a microphone or from a recording,  he is able to identify the signal automatically.

Whether it be the weird, dissonant wail of PSK-31 or the angry buzzing of PACTOR, the goings-on across the bands no longer have to remain a mystery. We really like the idea here, and wonder if it can be expanded upon to visually decode signals based on their waterfall signatures using TensorFlow. There are some waterfall examples in [Danie Conradie]’s excellent article on RF modulation that could get you started.

[via RTL-SDR.com]

Shut Up And Say Something: Amateur Radio Digital Modes

In a recent article, I lamented my distaste for carrying on the classic amateur radio conversation — calling CQ, having someone from far away or around the block call back, exchange call signs and signal reports and perhaps a few pleasantries. I think the idle chit-chat is a big turn-off to a lot of folks who would otherwise be interested in the World’s Greatest Hobby™, but thankfully there are plenty of ways for the mic-shy to get on the air. So as a public service I’d like to go over some of the many digital modes amateur radio offers as a way to avoid talking while still communicating.

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Retrotechtacular: ASCII Art In The 19th Century

Computer graphics have come a long way. Some video games today exceed what would have passed for stunning cinema animation only a few years ago. However, it hasn’t always been like this. One of the earliest forms of computer-generated graphics used text characters to draw on printers.

snoopy-calendarEarly computer rooms were likely to have a Snoopy character on green and white fan-fold paper. Calendars with some artwork were also popular (see left, and find out about the FORTRAN that created it, if you like). Ham radio operators who use teletypes (RTTY, in ham parlance) often had vast collections of punched tape that held artwork. Given that most hams in the 1950s and 1960s were men and the times were different, a lot of them were more or less “R” rated.

nixonNot all of them were, though. For example, Richard Nixon was decidedly “G” rated (see right). Simple pictures would use single characters, but sophisticated ones would use the backspace character to overprint multiple characters.

Ham Radio Art

You often hear this described as ASCII art, today, although hams usually use 5-bit BAUDOT code, so that’s a misnomer for those images, at least. Of course, today, people aren’t keen on storing roll after roll of paper tape (or even owning a tape reader) so there have been several projects to capture this art in a more modern format.

Although there is still some RTTY art activity, picture sending has been mostly replaced by slow scan TV (SSTV) which sends actual still images or other modes like FAX. Some of the newer digital modes even have the ability to send pictures. You can be discussing your radio for example, and then show the other ham a photo of the radio.

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