Title :
Feasibility study of a smart pen for autonomous detection of concentration lapses during reading
Author :
DePrenger, M. ; Shao, Y. ; Lu, F. ; Fleming, N. ; Sikdar, S.
Author_Institution :
Dept. of Comput. Eng., George Mason Univ., Fairfax, VA, USA
fDate :
Aug. 31 2010-Sept. 4 2010
Abstract :
We implemented a portable smart pen system capable of detecting lapses in concentration during reading. An accelerometer and a microcontroller are embedded within a pen casing to record data as a user reads sections of text using the pen as a pointer. When a substantial pause in reading is detected, the system generates an appropriate warning or alarm. An accompanying software program can communicate with the pen through a USB interface to customize system parameters, record relevant data, and graph collected data over time. The overall effectiveness of a prototype system was tested on 11 normal volunteers and 3 persons with attention deficit disorder (ADD). The prototype system had probability of false alarm of 19%, and sensitivity of 82%. With further refinement, this system could enable patients with attention deficit/hyperactivity disorder maintain concentration during reading in a variety of environments.
Keywords :
accelerometers; biomedical measurement; medical disorders; medical signal processing; microcontrollers; psychology; USB interface; accelerometer; attention deficit disorder; autonomous detection; concentration lapses; hyperactivity disorder; microcontroller; portable smart pen system; reading; software program; substantial pause; Accelerometers; Alarm systems; Gravity; Instruments; Microcontrollers; Patents; Prototypes; Concentration lapses; assistive reading device; concentration detection; instrumented pen; reading motion; Algorithms; Attention; Attention Deficit Disorder with Hyperactivity; Equipment Design; Humans; Motion; Reading; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Software; Time Factors; User-Computer Interface;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
Print_ISBN :
978-1-4244-4123-5
DOI :
10.1109/IEMBS.2010.5626256