Institute for Theoretical Information Technology

Publications by Arash Behboodi

2022

• N. Koep, A. Behboodi, R. Mathar, The restricted isometry property of block diagonal matrices for group-sparse signal recovery, Applied and Computational Harmonic Analysis, vol. 60, pp. 333-367, 2022.

2021

• A. Bangun, A. Behboodi, R. Mathar, Tight bounds on the mutual coherence of sensing matrices for Wigner D-functions on regular grids, Sampling Theory, Signal Processing, and Data Analysis, vol. 19, no. 2, pp. 1-39, June 2021.

2020

• R. Mathar, G. Alirezaei, E. R. Balda, A. Behboodi, Fundamentals of Data Analytics - With a View to Machine Learning, 1-127 pages, Publisher: Springer International Publishing, Springer Nature Switzerland AG, ISBN: 978-3-030-56830-6, October 2020.
• E. R. Balda, N. Koep, A. Behboodi, R. Mathar, Adversarial Risk Bounds through Sparsity based Compression, Proceedings: International Conference on Artificial Intelligence and Statistics (AISTATS), Online, August 2020.
• E. R. Balda, A. Behboodi, R. Mathar, Adversarial Examples in Deep Neural Networks: An Overview, In ser. Studies in Computational Intelligence, vol. 865, pp. 31-65, ISBN: 978-3-030-31759-1, January 2020.

2019

• P. Langenberg, E. Balda, A. Behboodi, R. Mathar, On the Robustness of Support Vector Machines against Adversarial Examples, Proceedings: 13th Internatioanl Symposium on Signal Processing and Communication Systems, Gold Coast, Australia, December 2019.
• E. R. Balda, A. Behboodi, R. Mathar, Perturbation Analysis of Learning Algorithms: Generation of Adversarial Examples from Classification to Regression, IEEE Transactions on Signal Processing, vol. PP, September 2019.
• F. Lemic, A. Behboodi, J. Famaey, R. Mathar, Location-based Discovery and Vertical Handover in Heterogeneous Low-Power Wide-Area Networks, IEEE Internet of Things Journal, pp. 1-15, August 2019.
• N. Koep, A. Behboodi, R. Mathar, The Group Restricted Isometry Property for Subgaussian Block Diagonal Matrices, Proceedings: 2019 IEEE International Symposium on Information Theory (ISIT), Paris, France, July 2019.
• J. Schmitz, C. v. Lengerke, N. Airee, A. Behboodi, R. Mathar, A Deep Learning Wireless Transceiver with Fully Learned Modulation and Synchronization, Proceedings: International Conference on Communications (ICC), Shanghai, China, May 2019.
• N. Koep, A. Behboodi, R. Mathar, Performance Analysis of One-Bit Group-Sparse Signal Reconstruction, Proceedings: 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), May 2019.
• C. Culotta-Lopez, A. Bangun, A. Behboodi, R. Mathar, D. Heberling, A Modified Minimum-Coherence Sampling for Fast Spherical Near-Field Measurements, Proceedings: 13th European Conference on Antennas and Propagation (EUCAP 2019) (EuCAP 2019), Krakow, Poland, March 2019.
• A. Bangun, C. Culotta-Lopez, A. Behboodi, R. Mathar, D. Heberling, On Phaseless Spherical Near-Field Antenna Measurements, Proceedings: 13th European Conference on Antennas and Propagation (EUCAP 2019) (EuCAP 2019), Krakow, Poland, March 2019.

2018

• E. R. Balda, A. Behboodi, R. Mathar, An Information Theoretic View on Learning of Artificial Neural Networks, Proceedings: 12th International Conference on Signal Processing and Communication Systems, ICSPCS 2018, Cairns, Australia, December 2018.
• C. Culotta-Lopez, D. Heberling, A. Bangun, A. Behboodi, R. Mathar, A Compressed Sampling for Spherical Near-Field Measurements, Proceedings: 2018 40th Annual Meeting and Symposium of the Antenna Measurement Techniques Association (AMTA), Williamsburg Virginia, USA, November 2018.
• E. R. Balda, A. Behboodi, R. Mathar, On Generation of Adversarial Examples using Convex Programming, Proceedings: 52nd Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, California, USA, October 2018.
• A. Bangun, A. Behboodi, R. Mathar, Coherence Bounds for Sensing Matrices in Spherical Harmonics Expansion, Proceedings: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'18), Calgary, Canada, April 2018.

2017

• F. Lemic, A. Behboodi, V. Handziski, A. Zubow, R. Mathar, A. Wolisz, Location-based Mechanism for Positioning of a Mobile Relay, Proceedings: The 13th ACM International Symposium on {QoS} and Security for Wireless and Mobile Networks (Q2SWinet), Miami, Florida, USA, November 2017.
• L. Xiao, A. Behboodi, R. Mathar, A deep learning approach to Fingerprinting Indoor Localization Solutions, Proceedings: International Telecommunication Networks and Applications conference (ITNAC), Melbourne, Australia, November 2017.
• A. Behboodi, F. Lemic, A. Wolisz, R. Mathar, Interference Effect on the Performance of Fingerprinting Localization, Proceedings: International Conference on Indoor Positioning and Indoor Navigation (IPIN 2017), September 2017.
• A. Behboodi, G. Alirezaei, R. Mathar, On the Discreteness of Capacity-Achieving Distributions for the Censored Channel, Proceedings: 2017 {IEEE} International Symposium on Information Theory (ISIT'17), Aachen, Germany, June 2017.
• S. Sadananda, A. Behboodi, R. Mathar, Energy Saving in Heterogeneous Cellular Networks with User Classification, Proceedings: 21st International ITG Workshop on Smart Antennas, Berlin, Germany, March 2017.
• A. Behboodi, G. Alirezaei, R. Mathar, On the Capacity of Censored Channels, Proceedings: 11th International {ITG} Conference on Systems, Communications and Coding (SCC'17), Hamburg, Germany, February 2017.

2016

• A. Bangun, A. Behboodi, R. Mathar, Sparse recovery in Wigner-D basis expansion, Proceedings: 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Greater Washington D.C, USA, December 2016.
• A. Behboodi, A. Chaaban, R. Mathar, M. Alouini, On Full Duplex Gaussian Relay Channels with Self-Interference, Proceedings: 2016 {IEEE} International Symposium on Information Theory (ISIT), Barcelona, Spain, July 2016.
• R. Cornelius, D. Heberling, N. Koep, A. Behboodi, R. Mathar, Compressed Sensing Applied to Spherical Near-field to Far-field Transformation, Proceedings: 10th European Conference on Antennas and Propagation (EuCAP 2016), Davos, Switzerland, April 2016.