Place recognition with WiFi fingerprints using Autoencoders and Neural Networks(github.com)

55 pointsby floydsoft10 ปีที่แล้ว4 comments

Place recognition with WiFi fingerprints using Autoencoders and Neural Networks

https://github.com/aqibsaeed/Place-Recognition-using-Autoencoders-and-NN

4 comments

mrcabada10 ปีที่แล้ว

I've worked on a similar approach for Indoor Locationing, I had 5 APs with OpenWRT reading the RSSI of my phone and some Neural Nets implementation, which eventually learned where I am in the house.

Video: https://youtu.be/eY0BQJJPdX4

tonmoy10 ปีที่แล้ว

If something simple like the location of a AP changes, would this system have to train from scratch with the entire dataset?

floydsoft10 ปีที่แล้ว

NN can be trained online.

f00_10 ปีที่แล้ว

this is really interesting, company I work for has recently started working on "location analytics" using signal strength (rssi) of the signal sent when your phone scans for wifi