Signals and systems demonstrations for undergraduates using Android-based localization

This project aims to contribute to education research using mobile apps to demonstrate how signals and systems concepts are used in sensor network localization. An educational demonstration of sensor localization on mobile devices is described with the mobile devices acting as nodes of a sensor network. In our approach, we are developing an app that uses a modified version of time-difference of arrival (TDOA) using audio signals and commercial Android devices. At a high level, the app can be used to illustrate how triangulation can be used to localize devices, which is a concept that is used in GPS. Students are exposed to signal processing concepts such as correlation and the fast Fourier transform (FFT), and their utility in sensor localization. The use of FFT-based convolution for computing correlations is also demonstrated. Since the app has been developed for Android devices, it can be made widely available and has the added benefit of appealing to students that are eager to use educational apps on their mobile phones. Assessments will be performed to evaluate the effectiveness of the app in education. The work engages NSF REU and REV students who are involved in developing and testing the app.

[1]  Andreas Spanias,et al.  Performance comparison of localization techniques for sequential WSN discovery , 2012 .

[2]  Andreas Spanias,et al.  Interactive DSP laboratories on mobile phones and tablets , 2012, 2012 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

[3]  Andreas Spanias,et al.  Health monitoring laboratories by interfacing physiological sensors to mobile android devices , 2013, 2013 IEEE Frontiers in Education Conference (FIE).

[4]  Deepta Rajan,et al.  Development of mobile sensing apps for DSP applications , 2013, 2013 IEEE Digital Signal Processing and Signal Processing Education Meeting (DSP/SPE).

[5]  Guobin Shen,et al.  BeepBeep: A high-accuracy acoustic-based system for ranging and localization using COTS devices , 2012, TECS.

[6]  Andreas Spanias,et al.  Android acoustic ranging , 2014, IISA 2014, The 5th International Conference on Information, Intelligence, Systems and Applications.

[7]  Sarah Henderson,et al.  iPad in Education: A Case Study of iPad Adoption and Use in a Primary School , 2012, 2012 45th Hawaii International Conference on System Sciences.

[8]  Nathaniel Ostashewski,et al.  iPod, iPhone, and now iPad: The evolution of multimedia access in a mobile teaching context , 2010 .

[9]  Andreas Spanias,et al.  CRLB for the localization error in the presence of fading , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.

[10]  Andreas Spanias,et al.  Sequential wireless sensor network discovery using wide aperture array signal processing , 2012, 2012 Proceedings of the 20th European Signal Processing Conference (EUSIPCO).

[11]  Doug Reid,et al.  Mobile Teaching and Learning Technologies: Ukrainian Dance Instruction in Canada , 2009 .