Fun with Software-Defined Radios: Mapping the Spectrum in the Mission, SF(medium.com)

67 pointsby slewis11 yıl önce14 comments

Fun with Software-Defined Radios: Mapping the Spectrum in the Mission, SF

https://medium.com/@BeepLabs/fun-with-software-defined-radios-d547c83a7492

5 comments

agoetz11 yıl önce

If you try to estimate power spectral density using the intuitive unbiased estimator (the DFT), you are going to have a bad time. A vanilla periodogram has very high sideband leakage, which means that the energy of the signal at a single frequency will look as if it "smeared out" across neighboring frequencies. The standard solution to this is to use the so-called 'modified periodogram' where the implicit rectangular window is replaced by a different windowing function with lower sideband leakage. In general, there is a direct tradeoff between sideband power and center frequency power, and in this application, you would do well to use a different window, such as the blackman-harris, or hamming window. See [1] for more details.

In addition even the modified periodogram discussed above has asymptotically nonzero variance [2], which means no matter how many samples you take, you will still have 'noise' in your PSD estimate. If you use biased estimators of the periodogram, such as the welch-bartlett method or the blackman-tukey algorithm, you will get much better results.

[1] http://www.ni.com/white-paper/4844/en/

[2] http://www.mathworks.com/help/signal/ug/nonparametric-method...

throwacnt11 yıl önce

In theory, everything you write is correct.

In practice, none of it matter in this case. The leakage of rectangular window is ~30dB at a distance of 30 bins, and they aggregate more than 30 adjacent bins together ("re-bin"), making the leakage no more than 1 bin. To make things worse, the dynamic range of their receiver barely scrapes 40dB (peak) or 30dB (SFDR/SINR) - rendering the use of a more sophisticated window a moot point.

npen11 yıl önce

Thank you for this! We'll do some more research and look into modifying spectrum_sense.

edit: After inspecting the code, spectrum_sense is indeed applying a blackman-harris window before the DFT.

fapjacks11 yıl önce

If the $650 pricetag for the hardware described in the post leaves a bad taste in your mouth, you can use a fifteen dollar (including shipping) SDR from China[0] for basically the same spectrum coverage and utility[1].

[0]: http://www.amazon.com/RTL2832U-Low-Cost-Software-Compatible-... [1]: http://www.rtl-sdr.com/

npen11 yıl önce

Hi, author here -- I agree, the BladeRF is overkill for this kind of application. But, we were done with what we needed it for and it was just sitting around our lab so we decided to use it. I did use an RTL-SDR to poke around in the lower half of UHF, though.

mspecter11 yıl önce

Also check out the HackRF One! You can look at a much wider spectrum, as well as broadcast. The thing itself is 300$, and completely open. (https://www.sparkfun.com/products/13001)

bigiain11 yıl önce

For those of you, like me, outside the US, be prepared for some interesting questions on ordering a HackRFOne (or I suspect the BladeRF or USRP or probably any other transmit-capable SDR):

Your recent SparkFun order contains 2x WRL-00705, 1x WRL-13001. This item is export controlled by the United States government. By law, we are required to gather the following information from you as the importer:

1) Do you intend to sell or send this item to anyone in any of the following countries: Cuba, Iran, North Korea, Sudan, or Syria?

2) Will this be used in any military applications?

3) Will you be the ultimate end user of this item? If no, please go to 3.a.

3.a) If you are not the end user, who will this item be sold or transferred to? Please include full name, physical address, end use and confirmation that they will not sell or transfer this item to any party in Cuba, Iran, North Korea, Sudan or Syria.

4) What is the end use of this item?

5) Where is the location where the item will be used?

Response to all five questions is necessary before we are able to ship your order.

(I hate to consider which "lists" I'm now on...)

makomk11 yıl önce

Quite a lot of things seem to be export-controlled, for example this microcontroller dev board is: https://www.sparkfun.com/products/12646

bigiain11 yıl önce

To be honest, I'm not at all surprised - considering you can use it to do stuff like this: https://media.defcon.org/DEF%20CON%2023/DEF%20CON%2023%20pre...

(But then, you can use a hammer to bash someone's brains in, and we don't export control them...)

bigiain11 yıl önce

Much narrower bandwidth though, and limited to below ~1700KHz - you can't snoop on WiFi/Bluetooth/upper-end-GSM-bands without futzing around with downconverters.

ChuckMcM11 yıl önce

I have been interested in this stuff since I saw a presentation on SDR by the folks at Ettus Research (and their amazing SDR setup). I eventually bought a HackRF One from Greatscott Gadgets to play with and it, like the BladeRF can cover a lot of ground with a pretty wide chunk (its only 20Mhz bandwidth generally but this has not been a limitation so far). So far I've been looking at beacons and other iOT type things, and decoding the remote control to my ceiling fan (fun). Very fun stuff to look at the spectrum and see what is there.

gbtw11 yıl önce

Essentially what you really want to build is the University of Twente SDR that's been up for a few years and you can listen in on over the web :)

http://websdr.ewi.utwente.nl:8901/

vvanders11 yıl önce

Love the penny antenna.

bigiain11 yıl önce

I would have (in fact have done) gone for a diy discone or logperiodic antenna for wideband reception like this...