Title :
Sparse touch sensing for capacitive touch screens
Author :
Luo, Chenchi ; McClellan, James ; Borkar, Milind ; Redfern, Arthur
Author_Institution :
Center for Signal & Image Process., Georgia Inst. of Technol., Atlanta, GA, USA
Abstract :
Improved capacitive touch screen responsiveness can be achieved at the expense of the touch screen controller analog hardware complexity and power consumption. This paper proposes a compressive sensing based approach to exploit the sparsity of simultaneous touches (e.g., 10 or less per person) with respect to the number of sensor nodes (e.g., 100s) to achieve similar levels of responsiveness with lower levels of analog complexity and power consumption. This is done by showing that the number of measurements required for touch detection is related to the number of touches rather than the number of nodes.
Keywords :
compressed sensing; touch sensitive screens; capacitive touch screen; compressive sensing; power consumption; sparse touch sensing; touch detection; touch screen controller analog hardware complexity; Capacitance; Charge transfer; Compressed sensing; Sensors; Sparse matrices; Topology; Voltage measurement; capacitive touch screens; compressive sensing;
Conference_Titel :
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location :
Kyoto
Print_ISBN :
978-1-4673-0045-2
Electronic_ISBN :
1520-6149
DOI :
10.1109/ICASSP.2012.6288435