Is someone moving around my cell-phone? Tracing cellular signals for passive motion detection

This paper explores the possibility of turning the cellular radio modem into a passive body motion sensor. Sensing is herein based on the real-time analysis of cellular radio propagation. Unlike WiFi and Bluetooth, all cellular radios are never disconnected as, even in idle mode state, they perform continuous and autonomous measurements of the propagation conditions, namely the cellular signal quality (CSQ). CSQ is constantly updated while searching for any opportunity to reselect a new camped cell and being responsive to paging operations. Body movements in the surrounding of a cellular device are responsible of small but characteristic variations of the CSQ dynamics that might also trigger new reselections. Preliminary experiments are presented based on commercial off-the-shelf (COTS) smart-phone devices. The use of data analytics tools applied to cellular signals is a new topic that has the potential of opening up new research opportunities.

[1]  Kareem E. Baddour,et al.  Autoregressive modeling for fading channel simulation , 2005, IEEE Transactions on Wireless Communications.

[2]  Moustafa Youssef,et al.  CoSDEO 2016 Keynote: A decade later — Challenges: Device-free passive localization for wireless environments , 2016, 2016 IEEE International Conference on Pervasive Computing and Communication Workshops (PerCom Workshops).

[3]  David Kauchak,et al.  Modeling word burstiness using the Dirichlet distribution , 2005, ICML.

[4]  Monica Nicoli,et al.  A Bayesian Approach to Device-Free Localization: Modeling and Experimental Assessment , 2014, IEEE Journal of Selected Topics in Signal Processing.

[5]  Fan Ye,et al.  Mobile crowdsensing: current state and future challenges , 2011, IEEE Communications Magazine.

[6]  Javier Gozalvez New 3GPP Standard for IoT [Mobile Radio] , 2016, IEEE Vehicular Technology Magazine.

[7]  Umberto Spagnolini,et al.  Device-Free Radio Vision for Assisted Living: Leveraging wireless channel quality information for human sensing , 2016, IEEE Signal Processing Magazine.

[8]  Jun Geng,et al.  Online change detection of linear regression models , 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[9]  Neal Patwari,et al.  Radio Tomographic Imaging with Wireless Networks , 2010, IEEE Transactions on Mobile Computing.

[10]  Yusheng Ji,et al.  RF-Sensing of Activities from Non-Cooperative Subjects in Device-Free Recognition Systems Using Ambient and Local Signals , 2014, IEEE Transactions on Mobile Computing.