Signal perturbation based support vector regression for Wi-Fi positioning.
Yubin XuZhian DengLin MaWeixiao MengCheng LiPublished in: WCNC (2012)
Keyphrases
- support vector regression
- wifi
- indoor positioning
- signal strength
- wavelet frame
- location information
- mobile devices
- singular spectrum analysis
- wireless networks
- end to end
- wireless communication
- regression model
- support vector
- hybrid model
- smart phones
- ad hoc networks
- support vector machine svm
- kernel function
- smart home
- urban environments
- support vector classification
- smart card
- support vector machine
- context aware
- location based services
- mobile applications
- feature selection
- communication networks
- high dimensional
- image sequences
- artificial neural networks
- mobile networks
- network architecture
- base station
- activity recognition