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Place recognition with WiFi fingerprints using Autoencoders and Neural Networks
- f00_ 10y agothis 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
- mrcabada 10y agoI'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 https://youtu.be/eY0BQJJPdX4
- tonmoy 10y agoIf something simple like the location of a AP changes, would this system have to train from scratch with the entire dataset?
- floydsoft 10y agoNN can be trained online.