2024
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VIA: Establishing the link between spectrum sensor capabilities and data analytics performance.
Karyn Doke, Andrew Okoro, Amin Zare, and Mariya Zheleva.
IEEE International Conference on Computer Communications (INFOCOM2024).
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RadVIEW: Robust radar detection and characterization in high-noise regimes.
Karyn Doke, Shamik Sarkar, Andrew Okoro, Danijela Cabric, and Mariya Zheleva.
IEEE DySPAN 2024.
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Towards Data-Driven Policies in Spectrum Management.
Karyn Doke, Ali Abedi, Max Hollingsworth, Mariya Zheleva, Anant Sahai, Dirk Grunwald, and Keith D. Gremban.
IEEE DySPAN'24 Workshops.
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2023
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Contrastive learning with self-reconstruction for channel-resilient modulation classification.
Erma Perenda, Sreeraj Rajendran, Gerome Bovet, Mariya Zheleva, and Sofie Pollin.
IEEE INFOCOM 2023-IEEE Conference on Computer Communications.
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Radio Dynamic Zones: Motivations, challenges, and opportunities to catalyze spectrum coexistence.
Mariya Zheleva, Christopher R. Anderson, Mustafa Aksoy, Joel T. Johnson, Habib Affinnih, and Christopher G. DePree.
IEEE Communications Magazine.
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2022
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Evolutionary Optimization of Residual Neural Network Architectures for Modulation Classification.
Erma Perenda, Sreeraj Rajendran, Gerome Bovet, Sofie Pollin, and Mariya Zheleva.
IEEE Transactions on Cognitive Communications and Networking.
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2021
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SYMMeTRy: Exploiting Self-Similarity for Under-Determined MIMO Modulation Recognition.
Wei Xiong, Lin Zhang, Maxwel McNeil, Petko Bogdanov, and Mariya Zheleva.
IEEE Transactions on Mobile Computing (IEEE TMC 2021).
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Learning the unknown: Improving modulation classification performance in unseen scenarios.
Erma Perenda, Sreeraj Rajendran, Gerome Bovet, Sofie Pollin, and Mariya Zheleva.
IEEE International Conference on Computer Communications (IEEE INFOCOM 2021).
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MODELESS: MODulation rEcognition with LimitEd SuperviSion.
Wei Xiong, Petko Bogdanov, and Mariya Zheleva.
2021 18th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON).
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CORE: Connectivity Optimization via REinforcement Learning in WANETs.
Alexander Gorovits, Karyn Doke, Lin Zhang, Mariya Zheleva, and Petko Bogdanov.
2021 18th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON).
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2020
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Exploiting Self-Similarity for Under-Determined MIMO Modulation Recognition.
Wei Xiong, Lin Zhang, Maxwel McNeil, Petko Bogdanov, and Mariya Zheleva.
IEEE International Conference on Computer Communications (IEEE INFOCOM 2020).
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Towards scalable zero-shot modulation recognition.
Wei Xiong, Petko Bogdanov, and Mariya Zheleva.
The 2020 IEEE 92nd Vehicular Technology Conference (IEEE VTC-Fall'20).
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LinksIQ: Robust and Efficient Modulation Recognition with Imperfect Spectrum Scans.
Wei Xiong, Karyn Doke, Petko Bogdanov, and Mariya Zheleva.
arXiv preprint arXiv:2005.04149.
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2019
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Robust and Efficient Modulation Recognition Based on Local Sequential IQ Features.
Wei Xiong, Petko Bogdanov, and Mariya Zheleva.
IEEE International Conference on Computer Communications (IEEE INFOCOM 2019).
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Third-Party Cellular Congestion Detection and Augmentation.
Paul Schmitt, Daniel Iland, Mariya Zheleva, and Elizabeth Belding.
IEEE Transactions on Mobile Computing (IEEE TMC).
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2018
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AirPRESS: Efficient Spectrum Summarization Using Compressed Spectrum Scans.
Mariya Zheleva, Timothy Larock, Paul Schmitt, and Petko Bogdanov.
IEEE International Symposium on Dynamic Spectrum Access Networks (IEEE DySPAN 2018).
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AirVIEW: Unsupervised transmitter detection for next generation spectrum sensing.
Mariya Zheleva, Tim Larock, Paul Schmitt, and Petko Bogdanov.
IEEE International Conference on Computer Communications (IEEE INFOCOM 2018).
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2017
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Enabling a Nationwide Radio Frequency Inventory Using the Spectrum Observatory.
Mariya Zheleva, Ranveer Chandra, Aakanksha Chowdhery, Paul Garnett, Anoop Gupta, Ashish Kapoor, and Matt Valerio.
IEEE Transactions on Mobile Computing (IEEE TMC).
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2016
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HybridCell: Cellular connectivity on the fringes with demand-driven local cells.
Paul Schmitt, Daniel Iland, Mariya Zheleva, and Elizabeth Belding.
IEEE International Conference on Computer Communications (IEEE INFOCOM 2016).
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2015
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Txminer: Identifying transmitters in real-world spectrum measurements.
Mariya Zheleva, Ranveer Chandra, Aakanksha Chowdhery, Ashish Kapoor, and Paul Garnett.
2015 IEEE International Symposium on Dynamic Spectrum Access Networks (IEEE DySPAN 2015).
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