Signal Processing - March 2016 - 80
Computer Engineering, Temple University, Philadelphia,
Pennsylvania. He has authored more than 270 publications in the
area of array signal processing, time-frequency analysis, compressive sensing, and optimization with applications in radar,
communications, and navigation. He is an associate editor of
IEEE Transactions on Signal Processing and serves on the editorial board of the journal Signal Processing. He was an associate
editor of IEEE Signal Processing Letters during 2006-2010. He
is a member of the Sensor Array and Multichannel Technical
Committee of the IEEE Signal Processing Society. He is a Senior
Member of the IEEE and SPIE.
Fauzia Ahmad (fauzia.ahmad@villanova.edu) received her
Ph.D. degree in electrical engineering from the University of
Pennsylvania, Philadelphia, in 1997. Since 2002, she has been
with the Center for Advanced Communications, Villanova
University, Pennsylvania, where she is now a research professor
and the director of the Radar Imaging Lab. She has authored
more than 170 publications in the areas of radar imaging, radar
signal processing, compressive sensing, and array signal processing. She serves on the editorial boards of IEEE Transactions on
Signal Processing, IEEE Geoscience and Remote Sensing
Letters, IET Radar, Sonar, & Navigation Journal, and SPIE/IS&T
Journal of Electronic Imaging. She is a member of the Radar
Systems Panel of the IEEE Aerospace and Electronic Systems
Society and a member of the Sensor Array and Multichannel
Technical Committee of the IEEE Signal Processing Society. She
is a Senior Member of the IEEE and SPIE.
K.C. (Dominic) Ho (hod@missouri.edu) received his
Ph.D. degree in electronic engineering from the Chinese
University of Hong Kong, in 1991. Since September 1997, he
has been with the University of Missouri, Columbia, where he
is currently a professor in the Electrical and Computer
Engineering Department. His research interests include sensor
array processing; elder care; source localization, detection,
and estimation; wireless communications; and the development of efficient signal processing algorithms for various
applications. He served as the chair of the Sensor Array and
Multichannel Technical Committee of the IEEE Signal
Processing Society during 2013-2014. He was an associate
editor of IEEE Transactions on Signal Processing from 2003
to 2006 and from 2009 to 2013 and IEEE Signal Processing
Letters from 2004 to 2008. He is a Fellow of the IEEE.
References
[1] United Nations, Department of Economic and Social Affairs, Population
Division. (2011). World population prospects: The 2010 revision. [Online].
Available: http://www.esa.un.org/wpp/
[2] AARP. Health Innovation Frontiers: Untapped Market Opportunities for
t h e 5 0 + . [ O n l i n e ] . Ava i l a b l e : h t t p : / / h e a l t h 5 0 . o rg / fi l e s / 2 0 1 3 / 0 5 /
AARPHealthInnovationFullReportFINAL.pdf
[3] M. G. Amin, Ed., Through the Wall Radar Imaging. Boca Raton, FL: CRC Press, 2011.
[4] L. Liu, M. Popescu, M. Skubic, M. Rantz, T. Yardibi, and P. Cuddihy, "Automatic
fall detection based on Doppler radar motion," in Proc. 5th Int. Conf. Pervasive
Computing Technologies for Healthcare, Dublin, Ireland, May 2011, pp. 222-225.
[5] S. Tomii and T. Ohtsuki, "Falling detection using multiple Doppler sensors," in
Proc. IEEE Int. Conf. e-Health Networking, Applications and Services, Beijing,
China, Oct. 2012, pp. 196 -201.
tures," in Proc. IEEE Int. Conf. Healthcare Informatics, Philadelphia, PA, Sept.
2013, pp. 169 -174.
[7] F. Wang, M. Skubic, M. Rantz, and P. E. Cuddihy, "Quantitative gait measurement with pulse-Doppler radar for passive in-home gait assessment," IEEE Trans.
Biomed. Eng., vol. 61, no. 9, pp. 2434 -2443, Sept. 2014.
[8] A. Gadde, M. G. Amin, Y. D. Zhang, and F. Ahmad, "Fall detection and classification based on time-scale radar signal characteristics ," in Proc. SPIE ,
Baltimore, MD, May 2014, vol. 9077, no. 907712, pp. 1-9.
[9] Q. Wu, Y. D. Zhang, W. Tao, and M. G. Amin, "Radar-based fall detection
based on Doppler time-frequency signatures for assisted living," IET Radar Sonar
Navig., vol. 9, no. 2, pp. 164-172, Feb. 2015.
[10] B. Y. Su, K. C. Ho, M. J. Rantz, and M. Skubic, "Doppler radar fall activity
detection using the wavelet transform," IEEE Trans. Biomed. Eng., vol. 62, no. 3,
pp. 865-875, Mar. 2015.
[11] P. Setlur, M. G. Amin, F. Ahmad, and P. D. Zemany, "Experiments on
through-the-wall motion detection and ranging," in Proc. SPIE, Orlando, FL, Apr.
2007, vol. 6538, no. 653809, pp. 1-10.
[12] Detecting falling people. [Online]. Available: http://muscle.ercim.eu/content/
view/35/43/
[13] J. Sachs and R. Herrmann, "M-sequence based ultra-wideband sensor network
for vitality monitoring of elders at home," IET Radar Sonar and Navig., vol. 9, no.
2, pp. 125-137, Feb. 2015.
[14] P. E. Cuddihy, J, M. Ashe, C.N. Bufi, and S. Genc, "Radar based systems
and methods for detecting a fallen person," U.S. Patent 8742935 B2, June 3,
2014.
[15] Z. A. Cammenga, G. E. Smith, and C. J. Baker, "Combined high range resolution and micro-Doppler analysis of human gait," in Proc. IEEE Int. Radar Conf.,
Arlington, VA, May 2015, pp. 1038-1043.
[16] L. B. Almeida, "The fractional Fourier transform and time-frequency representations," IEEE Trans. Signal Processing, vol. 42, no. 11, pp. 308-3091, 1994.
[17] S. Mallat , A Wavelet Tour of Signal Processing, 3rd ed. New York:
Academic, 2009.
[18] L. Cohen, Time-Frequency Analysis. Englewood Cliffs, NJ: Prentice Hall,
1995.
[19] H. Choi and W. J. Williams, "Improved time-frequency representation of multicomponent signals using exponential kernels," IEEE Trans. Acoustics Speech
Signal Processing, vol. 37, no. 6, pp. 862-871, June 1989.
[20] B. Boashash and T. Ben-Jabeur, "Design of a high-resolution separable-kernel quadratic TFD for improving newborn health outcomes using fetal movement
detection," in Proc. Int. Conf. Information Science, Signal Processing and Their
Applications, Montreal, Canada, 2012, pp. 354-359.
[21] S. Qian, Introduction to Time-Frequency and Wavelet Transforms.
Englewood Cliffs, NJ: Prentice Hall, 2001.
[22] G. P. Nason and B. W. Silverman, "The stationary wavelet transform and some
statistical applications," Lect. Notes Stat., vol. 103, pp. 281-299, 1995. [23] D. P.
Fairchild and R. M. Narayanan, "Classification of human motions using empirical
mode decomposition of human micro-Doppler signatures," IET Radar Sonar
Navig., vol. 8, no. 5, pp. 425-434, 2014.
[24] I. Mostafanezhad, O. Boric-Lubecke, V. Lubecke, and D. P. Mandic,
"Application of empirical mode decomposition in removing fidgeting interference in
Doppler radar life signs monitoring devices," in Proc. 31st Annu. Int. Conf. IEEE
Engineering in Medicine and Biology Society, Minneapolis, MN, Sept. 2009, pp.
340-343.
[25] B. Jokanovic, M. G. Amin, Y. D. Zhang, and F. Ahmad, "Multi-window
time-frequency signature reconstruction from undersampled continuous wave radar
measurements for fall detection," IET Radar Sonar Navig., vol. 9, no. 2, pp. 173-
183, Feb. 2015.
[26] M. G. Amin, B. Jakonovic, Y. D. Zhang, and F. Ahmad, "A sparsity-perspective to quadratic time-frequency distributions," Digit. Signal Processing, vol.
46, pp. 175-190, Nov. 2015.
[27] Y. Kim and H. Ling, "Human activity classification based on micro-Doppler signatures using a support vector machine," IEEE Trans. Geosci. Remote Sens., vol. 47,
no. 5, pp. 1328-1337, 2009.
[28] S. Z. Gurbuz, B. Tekeli, M. Yuksel, C. Karabacak, A. C. Gurbuz, and M. B.
Guldogan, "Importance ranking of features for human micro-Doppler classification
with a radar network," in Proc. 16th Int. Conf. Information Fusion, Istanbul,
Turkey, July 2013, pp. 610 - 616.
[29] TigerPlace: An assisted living facility in Columbia, MO, USA. [Online].
Available: http://www.eldertech.missouri.edu/
[30] L. Liu, M. Popescu, K. C. Ho, M. Skubic, and M. Rantz, "Doppler radar sensor positioning in a fall detection system," in Proc. Int. Conf. IEEE Engineering in
Medicine and Biology Society, San Diego, CA, Aug. 2012, pp. 256-259.
[6] M. Wu, X. Dai, Y. D. Zhang, B. Davidson, J. Zhang, and M. G. Amin,
"Fall detection based on sequential modeling of radar signal time-frequency fea-
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http://muscle.ercim.eu/content/
http://www.esa.un.org/wpp/
http://www.health50.org/files/2013/05/
http://www.eldertech.missouri.edu/
Table of Contents for the Digital Edition of Signal Processing - March 2016
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Signal Processing - March 2016 - Cover3
Signal Processing - March 2016 - Cover4
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