DocumentCode
3154573
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
fYear
2012
fDate
25-30 March 2012
Firstpage
2545
Lastpage
2548
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference on
Conference_Location
Kyoto
ISSN
1520-6149
Print_ISBN
978-1-4673-0045-2
Electronic_ISBN
1520-6149
Type
conf
DOI
10.1109/ICASSP.2012.6288435
Filename
6288435
Link To Document