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Through-Wall Human Pose Estimation Using Radio Signals

rfpose.csail.mit.edu

171–180 of 180 posts

Re: Through-Wall Human Pose Estimation Using Radio Signals

#171

Am I correct in assuming they are using a Walabot sensor as mentioned in footnote 2? https://walabot.com/ EDIT: I see from section 3 that they created their own FMCW antenna array that is somehow similar to a Walabot.

May I ask what's FMCW? Of course I can straightaway google but I would like to hear an intuitive explaination.

Re: Through-Wall Human Pose Estimation Using Radio Signals

#172
post #141

The defense applications for this are tantalizing. However, given the staggering amount of room clearing that's been taking place in US military operations for the past 15 or so years, I'd be shocked if there wasn't already an existing capability to detect bad guys through walls in a CQB environment.

May I ask what's CQB?

Re: Through-Wall Human Pose Estimation Using Radio Signals

#174
post #71

Earlier quoted context omitted.

I know you're joking, but that's an interesting idea... I wonder how would the system "see" your head then? Unless it is trained on people wearing tinfoil hats (and aluminium suits) it might produce interesting results.

Adding a tinfoil hat would make you reflect more which the system would pick up even easier.

Probably true - but it wasn't trained on such dataset, so I'm curious how robust it is.

Re: Through-Wall Human Pose Estimation Using Radio Signals

#175

In a 5-4 decision in https://en.wikipedia.org/wiki/Kyllo_v._United_States , the SCOTUS determined that police can't use thermal imaging on a house without a search warrant. I wonder what the vote would have been if the justices could have seen videos like this.

So this MIT method would be OK, since it's not thermal?

It is still radiation of photons. Just different wavelengths (IR vs Radio).

Re: Through-Wall Human Pose Estimation Using Radio Signals

#176
post #141

The defense applications for this are tantalizing. However, given the staggering amount of room clearing that's been taking place in US military operations for the past 15 or so years, I'd be shocked if there wasn't already an existing capability to detect bad guys through walls in a CQB environment.

May I ask what's CQB?

Close Quarters Battle

Re: Through-Wall Human Pose Estimation Using Radio Signals

#177

Am I correct in assuming they are using a Walabot sensor as mentioned in footnote 2? https://walabot.com/ EDIT: I see from section 3 that they created their own FMCW antenna array that is somehow similar to a Walabot.

May I ask what's FMCW? Of course I can straightaway google but I would like to hear an intuitive explaination.

I had to Google it too. :-)

http://demonstrations.wolfram.com/FrequencyModulatedContinuo...

Re: Through-Wall Human Pose Estimation Using Radio Signals

#178

I've noticed, recently, that literally every major chain store I go into blocks my cell signal. I get full bars outside, perfect LTE, and about 5 ft past the glass doors, I'm suddenly cut off. Specifically, Meijer grocery stores and Home Depot are the worst offenders. Coincidentally they offer free in store WiFi to track me with, so I turn off my wifi radio on both smartphone and smartwatch before walking in the door…

You could wrap your house in chicken wire and ground it. I think that's about as cheap and easy as it can get. Might make the HOA mad, though.

That's why you avoid you should avoid living in an area with an HOA that's made up of bored retired middle managers.

Re: Through-Wall Human Pose Estimation Using Radio Signals

#179
post #18

There are no legitimate uses of this technique. It only applies if you lack the consent of the target. If have that, there are many easier and better ways to monitor them.

As mentioned elsewhere, detecting earthquake victims maybe, a terrorist or hostage situation where the targets definitely aren't giving consent, military situations and covert surveillance for law enforcement and counter espionage all spring to mind as legitimate and useful applications.

Re: Through-Wall Human Pose Estimation Using Radio Signals

#180

I've noticed, recently, that literally every major chain store I go into blocks my cell signal. I get full bars outside, perfect LTE, and about 5 ft past the glass doors, I'm suddenly cut off. Specifically, Meijer grocery stores and Home Depot are the worst offenders. Coincidentally they offer free in store WiFi to track me with, so I turn off my wifi radio on both smartphone and smartwatch before walking in the door…

I always assumed stores were blocking cell signal (or certainly not doing anything to improve it, like installing LTE repeaters), to prevent you from going on Amazon and finding cheaper alternatives.
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