Publications
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T. Arikan, L. M. Chackalackal, F. Ahsan, K. Tittel, A. C. Singer, G. W. Wornell, and R. G. Baraniuk
Estimating the Number and Locations of Boundaries in Reverberant Environments with Deep Learning.
Accepted for publication at the 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2025), arXiv:2411.02609.
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G. Díaz-Ramos, T. Arikan, and R. G. Baraniuk
MazeNet: An Accurate, Fast, & Scalable Deep Learning Solution For Steiner Minimum Trees.
Submitted to the International Conference on Learning Representations (ICLR), pending review, 2024, arXiv:2410.18832.
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T. Arikan, A. Weiss, H. Vishnu, G. B. Deane, A. C. Singer, and G. W. Wornell
A deep learning method for reflective boundary estimation.
The Journal of the Acoustical Society of America, vol. 156, no. 1, pp. 65-80.
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T. Arikan, A. Weiss, H. Vishnu, G. B. Deane, A. C. Singer, and G. W. Wornell
Learning Environmental Structure Using Acoustic Probes with a Deep Neural Network.
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, 2023, pp. 1-5.
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T. Arikan, A. Weiss, H. Vishnu, G. B. Deane, A. C. Singer, and G. W. Wornell
An architecture for passive joint localization and structure learning in reverberant environments.
The Journal of the Acoustical Society of America, vol. 153, no. 1, pp. 665-677.
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T. Arikan
Data-Driven Localization and Structure Learning in Reverberant Underwater Acoustic Environments.
Ph.D. thesis, MIT, May 2023
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A. Weiss, T. Arikan, and G. W. Wornell
Direct localization in underwater acoustics via convolutional neural networks: A data-driven approach.
2022 IEEE 32nd International Workshop on Machine Learning for Signal Processing (MLSP), Xi'an, China, 2022, pp. 1-6
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A. Weiss, T. Arikan, H. Vishnu, G. B. Deane, A. C. Singer, and G. W. Wornell
A Semi-Blind Method for Localization of Underwater Acoustic Sources.
IEEE Transactions on Signal Processing, vol. 70, pp. 3090-3106
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T. Arikan, A. C. Singer
Receiver Designs for Low-Latency HF Communications.
IEEE Transactions on Wireless Communications, vol. 20, no. 5, pp. 3005-3015, May 2021
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T. Arikan
Minimum-Delay HF Communications.
M.S. thesis, UIUC, May 2017.
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J. Younce, A. C. Singer, T. Riedl, B. Landry, A. Bean, T. Arikan
Experimental results with HF underwater acoustic modem for high bandwidth applications.
2015 49th Asilomar Conference on Signals, Systems and Computers, pp. 248-252
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T. Arikan, T. Riedl, A. C. Singer, J. Younce
Comparison of OFDM and single-carrier schemes for Doppler tolerant acoustic communications.
OCEANS 2015 - Genova, Genova, Italy, 2015, pp. 1-7