@inproceedings{ZhelevaIEEETMC17, author = {Zheleva, Mariya and Chandra, Ranveer and Chowdhery, Aakanksha and Garnett, Paul and Gupta, Anoop and Kapoor, Ashish and Valerio, Matt}, title = {Enabling a Nationwide Radio Frequency Inventory Using the Spectrum Observatory}, year = {2017}, booktitle = {IEEE Transactions on Mobile Computing (IEEE TMC)}, url = {http://www.cs.albany.edu/~mariya/lab/papers/so_tmc17.pdf} } @inproceedings{zheleva2015txminer, title={Txminer: Identifying transmitters in real-world spectrum measurements}, author={Zheleva, Mariya and Chandra, Ranveer and Chowdhery, Aakanksha and Kapoor, Ashish and Garnett, Paul}, booktitle={2015 IEEE International Symposium on Dynamic Spectrum Access Networks (IEEE DySPAN 2015)}, pages={94--105}, year={2015}, organization={IEEE}, url={http://www.cs.albany.edu/~mariya/lab/papers/p99-zheleva_proceedings.pdf} } @inproceedings{schmitt2016hybridcell, title={HybridCell: Cellular connectivity on the fringes with demand-driven local cells}, author={Schmitt, Paul and Iland, Daniel and Zheleva, Mariya and Belding, Elizabeth}, booktitle={IEEE International Conference on Computer Communications (IEEE INFOCOM 2016)}, pages={1--9}, year={2016}, organization={IEEE}, url={http://www.cs.albany.edu/~mariya/lab/papers/hybridcell_infocom16.pdf} } @inproceedings{zheleva2018dyspan, title={AirPRESS: Efficient Spectrum Summarization Using Compressed Spectrum Scans}, author={Zheleva, Mariya and Larock, Timothy and Schmitt, Paul and Bogdanov, Petko}, booktitle={IEEE International Symposium on Dynamic Spectrum Access Networks (IEEE DySPAN 2018)}, address={Seoul, South Korea}, pages={1--8}, year={2018}, organization={IEEE}, url={http://www.cs.albany.edu/~mariya/lab/papers/AirPRESS_DySPAN18.pdf} } @inproceedings{airview2018, author = { Zheleva, Mariya and Larock, Tim and Schmitt, Paul and Bogdanov, Petko}, title = {AirVIEW: Unsupervised transmitter detection for next generation spectrum sensing}, year = {2018}, booktitle = {IEEE International Conference on Computer Communications (IEEE INFOCOM 2018)}, url = {http://www.cs.albany.edu/~mariya/lab/papers/airview_infocom18.pdf} } @inproceedings{modrec2019, author = { Xiong, Wei and Bogdanov, Petko and Zheleva, Mariya}, title = {Robust and Efficient Modulation Recognition Based on Local Sequential IQ Features}, year = {2019}, booktitle = {IEEE International Conference on Computer Communications (IEEE INFOCOM 2019)}, url = {http://www.cs.albany.edu/~mariya/lab/papers/modrec_infocom19.pdf} } @inproceedings{fractals2020, author = { Xiong, Wei and Zhang, Lin and McNeil, Maxwel and Bogdanov, Petko and Zheleva, Mariya}, title = {Exploiting Self-Similarity for Under-Determined MIMO Modulation Recognition}, year = {2020}, booktitle = {IEEE International Conference on Computer Communications (IEEE INFOCOM 2020)}, url = {http://www.cs.albany.edu/~mariya/lab/papers/fractals_infocom20.pdf} } @inproceedings{schmitt2018tmc, title={Third-Party Cellular Congestion Detection and Augmentation}, author={Schmitt, Paul and Iland, Daniel and Zheleva, Mariya and Belding, Elizabeth}, booktitle={IEEE Transactions on Mobile Computing (IEEE TMC)}, pages={1--14}, year={2019}, organization={IEEE}, url={http://www.cs.albany.edu/~mariya/lab/papers/tmc2019.pdf} } @inproceedings{xiongvtcfall20, author = {Xiong, Wei and Bogdanov, Petko and Zheleva, Mariya}, title = {Towards scalable zero-shot modulation recognition}, year = {2020}, booktitle = {The 2020 IEEE 92nd Vehicular Technology Conference (IEEE VTC-Fall'20)}, url = {http://www.cs.albany.edu/~mariya/lab/papers/modrec-0-vtc-fall20.pdf} } @article{xiong2020linksiq, title={LinksIQ: Robust and Efficient Modulation Recognition with Imperfect Spectrum Scans}, author={Xiong, Wei and Doke, Karyn and Bogdanov, Petko and Zheleva, Mariya}, journal={arXiv preprint arXiv:2005.04149}, year={2020}, url={http://www.cs.albany.edu/~mariya/lab/papers/linksqi-arxiv.pdf} } @inproceedings{fractals2021, author = { Xiong, Wei and Zhang, Lin and McNeil, Maxwel and Bogdanov, Petko and Zheleva, Mariya}, title = {SYMMeTRy: Exploiting Self-Similarity for Under-Determined MIMO Modulation Recognition}, year = {2021}, booktitle = {IEEE Transactions on Mobile Computing (IEEE TMC 2021)}, url = {http://www.cs.albany.edu/~mariya/lab/papers/symmetry_tmc21.pdf} } @inproceedings{perenda2021infocom, author={Perenda, Erma and Rajendran, Sreeraj and Bovet, Gerome and Pollin, Sofie and Zheleva, Mariya}, title={Learning the unknown: Improving modulation classification performance in unseen scenarios}, year={2021}, booktitle = {IEEE International Conference on Computer Communications (IEEE INFOCOM 2021)}, url={http://www.cs.albany.edu/~mariya/lab/papers/m67919-perenda.pdf} } @inproceedings{perenda2023contrastive, title={Contrastive learning with self-reconstruction for channel-resilient modulation classification}, author={Perenda, Erma and Rajendran, Sreeraj and Bovet, Gerome and Zheleva, Mariya and Pollin, Sofie}, booktitle={IEEE INFOCOM 2023-IEEE Conference on Computer Communications}, pages={1--10}, year={2023}, organization={IEEE}, url={http://www.cs.albany.edu/~mariya/lab/papers/perenda_infocom23.pdf} } @inproceedings{via, title={VIA: Establishing the link between spectrum sensor capabilities and data analytics performance}, author={Doke, Karyn and Okoro, Andrew and Zare, Amin and Zheleva, Mariya}, booktitle={IEEE International Conference on Computer Communications (INFOCOM2024)}, year={2024}, url={http://www.cs.albany.edu/~mariya/lab/papers/doke_via_infocom24.pdf} } @inproceedings{radview, title={RadVIEW: Robust radar detection and characterization in high-noise regimes}, author={Doke, Karyn and Sarkar, Shamik and Okoro, Andrew and Cabric, Danijela and Zheleva, Mariya}, booktitle={IEEE DySPAN 2024}, pages={1--10}, year={2024}, organization={IEEE}, url={http://www.cs.albany.edu/~mariya/lab/papers/doke_radview_dyspan24.pdf} } @article{perenda2021evolutionary, title={Evolutionary Optimization of Residual Neural Network Architectures for Modulation Classification}, author={Perenda, Erma and Rajendran, Sreeraj and Bovet, Gerome and Pollin, Sofie and Zheleva, Mariya}, journal={IEEE Transactions on Cognitive Communications and Networking}, year={2022}, publisher={IEEE}, url={http://www.cs.albany.edu/~mariya/lab/papers/} } @article{Zheleva2023, title = {{Radio Dynamic Zones: Motivations, challenges, and opportunities to catalyze spectrum coexistence}}, author = {Zheleva, Mariya and Anderson, Christopher R. and Aksoy, Mustafa and Johnson, Joel T. and Affinnih, Habib and DePree, Christopher G.}, journal = {IEEE Communications Magazine}, year = {2023}, url={http://www.cs.albany.edu/~mariya/lab/papers/zheleva_ieeecomsmag23.pdf} } @inproceedings{xiong2021modeless, title={MODELESS: MODulation rEcognition with LimitEd SuperviSion}, author={Xiong, Wei and Bogdanov, Petko and Zheleva, Mariya}, booktitle={2021 18th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON)}, pages={1--9}, year={2021}, organization={IEEE}, url={http://www.cs.albany.edu/~mariya/lab/papers/modeless.pdf} } @inproceedings{gorovits2021core, title={CORE: Connectivity Optimization via REinforcement Learning in WANETs}, author={Gorovits, Alexander and Doke, Karyn and Zhang, Lin and Zheleva, Mariya and Bogdanov, Petko}, booktitle={2021 18th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON)}, pages={1--9}, year={2021}, organization={IEEE}, url={http://www.cs.albany.edu/~mariya/lab/papers/core.pdf} } @article{doke2024policy, title={Towards Data-Driven Policies in Spectrum Management}, author={Doke, Karyn and Abedi, Ali and Hollingsworth, Max and Zheleva, Mariya and Sahai, Anant and Grunwald, Dirk and Gremban, Keith D.}, journal={IEEE DySPAN'24 Workshops}, year={2024}, publisher={IEEE}, url={http://www.cs.albany.edu/~mariya/lab/papers/data_driven_policy.pdf} }