• 4432 Citations
  • 29 h-Index
1900 …2020

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2019

A Linear Systems Perspective on Intrusion Detection for Routing in Reconfigurable Wireless Networks

Zuniga-Mejia, J., Villalpando-Hernandez, R., Vargas-Rosales, C. & Spanias, A., Jan 1 2019, In : IEEE Access. 7, p. 60486-60500 15 p., 8710247.

Research output: Contribution to journalArticle

2 Scopus citations

Analysis and design of robust max consensus for wireless sensor networks

Muniraju, G., Tepedelenlioglu, C. & Spanias, A., Dec 2019, In : IEEE Transactions on Signal and Information Processing over Networks. 5, 4, p. 779-791 13 p., 8859263.

Research output: Contribution to journalArticle

1 Scopus citations
Open Access
1 Scopus citations

Interactive signal processing education applications for the android platform

Ranganath, S., Thiagarajan, J. J., Rajan, D., Banavar, M. K., Spanias, A., Fan, J., Jaskie, K. & Tepedelenlioglu, C., Jan 1 2019, In : Computers in Education Journal. 10, 2

Research output: Contribution to journalArticle

Location estimation and detection in wireless sensor networks in the presence of fading

Zhang, X., Tepedelenlioglu, C., Banavar, M. K., Spanias, A. & Muniraju, G., Feb 1 2019, In : Physical Communication. 32, p. 62-74 13 p.

Research output: Contribution to journalArticle

3 Scopus citations

Reconstruction-Free Compressive Vision for Surveillance Applications

Braun, H., Turaga, P., Spanias, A., Katoch, S., Jayasuriya, S. & Tepedelenlioglu, C., Jan 1 2019, In : Synthesis Lectures on Signal Processing. 14, 1, p. 1-100 100 p.

Research output: Contribution to journalArticle

2018

Distributed Network Center and Size Estimation

Zhang, S., Tepedelenlioglu, C. & Spanias, A., May 22 2018, (Accepted/In press) In : IEEE Sensors Journal.

Research output: Contribution to journalArticle

4 Scopus citations

Distributed Network Structure Estimation using Consensus Methods

Zhang, S., Tepedelenlioglu, C., Spanias, A. & Banavar, M., Jan 1 2018, In : Synthesis Lectures on Communications. 10, 1, p. 1-88 88 p.

Research output: Contribution to journalArticle

2 Scopus citations

Optimizing Kernel Machines Using Deep Learning

Song, H., Thiagarajan, J. J., Sattigeri, P. & Spanias, A., Mar 6 2018, (Accepted/In press) In : IEEE Transactions on Neural Networks and Learning Systems.

Research output: Contribution to journalArticle

15 Scopus citations
2017

Direct estimation of density functionals using a polynomial basis

Wisler, A., Berisha, V., Spanias, A. & Hero, A. O., Nov 25 2017, (Accepted/In press) In : IEEE Transactions on Signal Processing.

Research output: Contribution to journalArticle

7 Scopus citations

Distributed Node Counting in Wireless Sensor Networks in the Presence of Communication Noise

Zhang, S., Tepedelenlioglu, C., Banavar, M. K. & Spanias, A., Feb 15 2017, In : IEEE Sensors Journal. 17, 4, p. 1175-1186 12 p., 7784721.

Research output: Contribution to journalArticle

7 Scopus citations
2016

Empirically estimable classification bounds based on a nonparametric divergence measure

Berisha, V., Wisler, A., Hero, A. O. & Spanias, A., Feb 1 2016, In : IEEE Transactions on Signal Processing. 64, 3, p. 580-591 12 p., 7254229.

Research output: Contribution to journalArticle

41 Scopus citations

Max Consensus in Sensor Networks: Non-linear Bounded Transmission and Additive Noise

Zhang, S., Tepedelenlioglu, C., Banavar, M. K. & Spanias, A., 2016, In : IEEE Sensors Journal. PP, 99, 7574375.

Research output: Contribution to journalArticle

22 Scopus citations

Topology reconfiguration for optimization of photovoltaic array output

Braun, H., Buddha, S. T., Krishnan, V., Tepedelenlioglu, C., Spanias, A., Banavar, M. & Srinivasan, D., Jun 1 2016, In : Sustainable Energy, Grids and Networks. 6, p. 58-69 12 p.

Research output: Contribution to journalArticle

31 Scopus citations
2015

Learning Stable Multilevel Dictionaries for Sparse Representations

Thiagarajan, J. J., Natesan Ramamurthy, K. & Spanias, A., Sep 1 2015, In : IEEE Transactions on Neural Networks and Learning Systems. 26, 9, p. 1913-1926 14 p., 6926841.

Research output: Contribution to journalArticle

21 Scopus citations

Nonlinear Amplify-and-Forward Distributed Estimation over Nonidentical Channels

Santucci, R., Banavar, M. K., Tepedelenlioʇlu, C. & Spanias, A., Nov 1 2015, In : IEEE Transactions on Vehicular Technology. 64, 11, p. 5390-5395 6 p., 6982200.

Research output: Contribution to journalArticle

2 Scopus citations

Robust Consensus in the Presence of Impulsive Channel Noise

Dasarathan, S., Tepedelenlioʇlu, C., Banavar, M. K. & Spanias, A., Apr 15 2015, In : IEEE Transactions on Signal Processing. 63, 8, p. 2118-2129 12 p., 7054507.

Research output: Contribution to journalArticle

17 Scopus citations
14 Scopus citations
2014

An integrated graphical environment for web-based learning

Mehta, S., Spanias, A., Thiagarajan, J. J., Banavar, M. K., Ramamurthy, K. N., Santucci, R., Pattichis, C., Spanias, P. & Krishnamoorthi, H., Jan 1 2014, In : Computers in Education Journal. 5, 1, p. 40-53 14 p.

Research output: Contribution to journalArticle

1 Scopus citations

Characterizing the distribution of the quadrilateral vowel space area

Berisha, V., Sandoval, S., Utianski, R., Liss, J. & Spanias, A., Jan 1 2014, In : Journal of the Acoustical Society of America. 135, 1, p. 421-427 7 p.

Research output: Contribution to journalArticle

6 Scopus citations

Energy-efficient distributed estimation by utilizing a nonlinear amplifier

Santucci, R. W., Banavar, M. K., Tepedelenlioglu, C. & Spanias, A., Jan 1 2014, In : IEEE Transactions on Circuits and Systems I: Regular Papers. 61, 1, p. 302-311 10 p., 6595643.

Research output: Contribution to journalArticle

8 Scopus citations

Image understanding using sparse representations

Thiagarajan, J. J., Ramamurthy, K. N., Turaga, P. & Spanias, A., Apr 24 2014, In : Synthesis Lectures on Image, Video, and Multimedia Processing. 15, p. 1-120 120 p.

Research output: Contribution to journalArticle

12 Scopus citations

Kernel sparse models for automated tumor segmentation

Thiagarajan, J. J., Ramamurthy, K. N., Rajan, D., Spanias, A., Puri, A. & Frakes, D., Jun 2014, In : International Journal on Artificial Intelligence Tools. 23, 3, 1460004.

Research output: Contribution to journalArticle

8 Scopus citations

Multiple kernel sparse representations for supervised and unsupervised learning

Thiagarajan, J. J., Ramamurthy, K. N. & Spanias, A., Jul 2014, In : IEEE Transactions on Image Processing. 23, 7, p. 2905-2915 11 p., 6813695.

Research output: Contribution to journalArticle

56 Scopus citations
21 Scopus citations

Recovering non-negative and combined sparse representations

Ramamurthy, K. N., Thiagarajan, J. J. & Spanias, A., Mar 2014, In : Digital Signal Processing: A Review Journal. 26, 1, p. 21-35 15 p.

Research output: Contribution to journalArticle

7 Scopus citations
2013

An introduction to kalman filtering with MATLAB examples

Kovvali, N., Banavar, M. & Spanias, A., Sep 30 2013, In : Synthesis Lectures on Signal Processing. 12, p. 1-79 79 p.

Research output: Contribution to journalArticle

15 Scopus citations

Automatic assessment of vowel space area

Sandoval, S., Berisha, V., Utianski, R. L., Liss, J. & Spanias, A., Nov 1 2013, In : Journal of the Acoustical Society of America. 134, 5, p. EL477-EL483

Research output: Contribution to journalArticle

32 Scopus citations

Derivation of a new banded waveguide model topology for sound synthesis

Fink, A. M., Spanias, A. & Cook, P. R., Feb 1 2013, In : Journal of the Acoustical Society of America. 133, 2, p. EL76-EL81

Research output: Contribution to journalArticle

2 Scopus citations

Mixing matrix estimation using discriminative clustering for blind source separation

J. Thiagarajan, J., Natesan Ramamurthy, K. & Spanias, A., Jan 2013, In : Digital Signal Processing: A Review Journal. 23, 1, p. 9-18 10 p.

Research output: Contribution to journalArticle

47 Scopus citations

Non-linear distributed average consensus using bounded transmissions

Dasarathan, S., Tepedelenliolu, C., Banavar, M. K. & Spanias, A., Nov 27 2013, In : IEEE Transactions on Signal Processing. 61, 23, p. 6000-6009 10 p., 6605593.

Research output: Contribution to journalArticle

16 Scopus citations
2012

Distributed SNR estimation with power constrained signaling over Gaussian multiple-access channels

Banavar, M. K., Tepedelenlioglu, C. & Spanias, A., Jun 1 2012, In : IEEE Transactions on Signal Processing. 60, 6, p. 3289-3294 6 p., 6156472.

Research output: Contribution to journalArticle

18 Scopus citations

Electronic-nose for detecting environmental pollutants: Signal processing and analog front-end design

Kim, H., Konnanath, B., Sattigeri, P., Wang, J., Mulchandani, A., Myung, N., Deshusses, M. A., Spanias, A. & Bakkaloglu, B., Jan 1 2012, In : Analog Integrated Circuits and Signal Processing. 70, 1, p. 15-32 18 p.

Research output: Contribution to journalArticle

16 Scopus citations

On the effectiveness of multiple antennas in distributed detection over fading MACs

Banavar, M. K., Smith, A. D., Tepedelenlioglu, C. & Spanias, A., May 1 2012, In : IEEE Transactions on Wireless Communications. 11, 5, p. 1744-1752 9 p., 6170856.

Research output: Contribution to journalArticle

41 Scopus citations

Porphyrin-functionalized single-walled carbon nanotube chemiresistive sensor arrays for VOCs

Shirsat, M. D., Sarkar, T., Kakoullis, J., Myung, N. V., Konnanath, B., Spanias, A. & Mulchandani, A., Feb 9 2012, In : Journal of Physical Chemistry C. 116, 5, p. 3845-3850 6 p.

Research output: Contribution to journalArticle

89 Scopus citations

Search-free codebook mapping for artificial bandwidth extension

Park, H., Yoon, B., Kang, S. & Spanias, A., Apr 2012, In : IEICE Transactions on Communications. E95-B, 4, p. 1479-1482 4 p.

Research output: Contribution to journalArticle

1 Scopus citations

Error probability-based optimal training for linearly decoded orthogonal space-time block coded wireless systems

Ahmed, K. I., Tepedelenlioglu, C., Spanias, A., Patwary, M. N. & Yu, H., Jul 22 2011, In : IET Communications. 5, 11, p. 1512-1529 18 p.

Research output: Contribution to journalArticle

1 Scopus citations

IPhone/iPad based interactive laboratory for signal processing in mobile devices

Liu, J., Thiagarajan, J. J., Spanias, A., Ramamurthy, K. N., Hu, S. & Banavar, M. K., 2011, In : ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Contribution to journalArticle

9 Scopus citations

J-DSP/ESE laboratories for analyzing climate change

Ramamurthy, K. N., Spanias, A. & Hinnov, L. A., 2011, In : ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Contribution to journalArticle

2 Scopus citations
8 Scopus citations

Optimality and stability of the K-hyperline clustering algorithm

Thiagarajan, J. J., Ramamurthy, K. N. & Spanias, A., Jul 1 2011, In : Pattern Recognition Letters. 32, 9, p. 1299-1304 6 p.

Research output: Contribution to journalArticle

15 Scopus citations

Transform domain features for ion-channel signal classification

Ramamurthy, K. N., Thiagarajan, J. J., Sattigeri, P., Goryll, M., Spanias, A., Thornton, T. & Phillips, S., Jul 1 2011, In : Biomedical Signal Processing and Control. 6, 3, p. 219-224 6 p.

Research output: Contribution to journalArticle

2 Scopus citations
2 Scopus citations

Waveform mapping and time-frequency processing of DNA and protein sequences

Ravichandran, L., Papandreou-Suppappola, A., Spanias, A., Lacroix, Z. & Legendre, C., Sep 1 2011, In : IEEE Transactions on Signal Processing. 59, 9, p. 4210-4224 15 p., 5776708.

Research output: Contribution to journalArticle

5 Scopus citations
2010

An interactive learning environment for DSP

Mehta, S., Thiagarajan, J. J., Spanias, P., Ramamurthy, K., Santucci, R., Spanias, A., Haag, S. & Banavar, M., 2010, In : ASEE Annual Conference and Exposition, Conference Proceedings.

Research output: Contribution to journalArticle

4 Scopus citations

An ontological framework for retrieving environmental sounds using semantics and acoustic content

Wichern, G., Mechtley, B., Fink, A., Thornburg, H. & Spanias, A., Dec 1 2010, In : Eurasip Journal on Audio, Speech, and Music Processing. 2010, 192363.

Research output: Contribution to journalArticle

1 Scopus citations

Estimation over fading channels with limited feedback using distributed sensing

Banavar, M. K., Tepedelenlioglu, C. & Spanias, A., Jan 1 2010, In : IEEE Transactions on Signal Processing. 58, 1, p. 414-425 12 p., 5170081.

Research output: Contribution to journalArticle

62 Scopus citations

Segmentation, indexing, and retrieval for environmental and natural sounds

Wichern, G., Xue, J., Thornburg, H., Mechtley, B. & Spanias, A., Mar 1 2010, In : IEEE Transactions on Audio, Speech and Language Processing. 18, 3, p. 688-707 20 p., 5410056.

Research output: Contribution to journalArticle

47 Scopus citations