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2020 – today
- 2024
[j12]Sanjoy Basak
, Sreeraj Rajendran, Sofie Pollin, Bart Scheers:
Spectrum Prediction for Protocol-Aware RF Jamming. IEEE Trans. Cogn. Commun. Netw. 10(2): 363-373 (2024)- 2023
- [c9]Sanjoy Basak, Sreeraj Rajendran, Sofie Pollin, Bart Scheers:
Autoencoder based framework for drone RF signal classification and novelty detection. ICACT 2023: 218-225 - [c8]Fabian Fingerhut, Sarah Klein, Mathias Verbeke, Sreeraj Rajendran, Elena Tsiporkova:
Multi-view contextual performance profiling in rotating machinery. ICPHM 2023: 343-350 - [c7]Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Mariya Zheleva, Sofie Pollin:
Contrastive learning with self-reconstruction for channel-resilient modulation classification. INFOCOM 2023: 1-10 - 2022
- [j11]Sanjoy Basak, Sreeraj Rajendran, Sofie Pollin, Bart Scheers:
Combined RF-Based Drone Detection and Classification. IEEE Trans. Cogn. Commun. Netw. 8(1): 111-120 (2022) - [j10]Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Sofie Pollin, Mariya Zheleva:
Evolutionary Optimization of Residual Neural Network Architectures for Modulation Classification. IEEE Trans. Cogn. Commun. Netw. 8(2): 542-556 (2022) - 2021
- [c6]Sanjoy Basak, Sreeraj Rajendran, Sofie Pollin, Bart Scheers:
Drone classification from RF fingerprints using deep residual nets. COMSNETS 2021: 548-555 - [c5]Dongho Seo, Jiyeon Park, Sreeraj Rajendran, Sofie Pollin, Haewoon Nam:
CNN-based Burst Signal Detection with Covariance Matrix. ICTC 2021: 470-473 - [c4]Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Sofie Pollin, Mariya Zheleva:
Learning the unknown: Improving modulation classification performance in unseen scenarios. INFOCOM 2021: 1-10 - 2020
- [j9]Roberto Calvo-Palomino, Héctor Cordobés, Markus Engel, Markus Fuchs, Pratiksha Jain, Marc Liechti, Sreeraj Rajendran, Matthias Schäfer, Bertold Van den Bergh, Sofie Pollin, Domenico Giustiniano, Vincent Lenders:
Electrosense+: Crowdsourcing radio spectrum decoding using IoT receivers. Comput. Networks 174: 107231 (2020) - [j8]Sreeraj Rajendran, Vincent Lenders, Wannes Meert, Sofie Pollin:
Crowdsourced Wireless Spectrum Anomaly Detection. IEEE Trans. Cogn. Commun. Netw. 6(2): 694-703 (2020)
2010 – 2019
- 2019
- [j7]Hazem Sallouha, Alessandro Chiumento, Sreeraj Rajendran, Sofie Pollin:
Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Tradeoffs. IEEE Internet Things J. 6(6): 9375-9385 (2019) - [j6]Sreeraj Rajendran, Wannes Meert, Vincent Lenders, Sofie Pollin:
Unsupervised Wireless Spectrum Anomaly Detection With Interpretable Features. IEEE Trans. Cogn. Commun. Netw. 5(3): 637-647 (2019) - [i7]Sreeraj Rajendran, Vincent Lenders, Wannes Meert, Sofie Pollin:
Crowdsourced wireless spectrum anomaly detection. CoRR abs/1903.05408 (2019) - [i6]Hazem Sallouha, Alessandro Chiumento, Sreeraj Rajendran, Sofie Pollin:
Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs. CoRR abs/1907.11205 (2019) - 2018
- [j5]Mohammad Mahdi Azari, Hazem Sallouha, Alessandro Chiumento, Sreeraj Rajendran, Evgenii Vinogradov, Sofie Pollin:
Key Technologies and System Trade-offs for Detection and Localization of Amateur Drones. IEEE Commun. Mag. 56(1): 51-57 (2018) - [j4]Sreeraj Rajendran, Roberto Calvo-Palomino, Markus Fuchs, Bertold Van den Bergh, Héctor Cordobés, Domenico Giustiniano, Sofie Pollin, Vincent Lenders:
Electrosense: Open and Big Spectrum Data. IEEE Commun. Mag. 56(1): 210-217 (2018) - [j3]Sreeraj Rajendran, Wannes Meert, Domenico Giustiniano, Vincent Lenders, Sofie Pollin:
Deep Learning Models for Wireless Signal Classification With Distributed Low-Cost Spectrum Sensors. IEEE Trans. Cogn. Commun. Netw. 4(3): 433-445 (2018) - [c3]Sreeraj Rajendran, Wannes Meert, Vincent Lenders, Sofie Pollin:
SAIFE: Unsupervised Wireless Spectrum Anomaly Detection with Interpretable Features. DySPAN 2018: 1-9 - [c2]Franco Minucci, Sreeraj Rajendran, Bertold Van den Bergh, Sofie Pollin, Domenico Giustiniano, Héctor Cordobés, Roberto Calvo-Palomino, Markus Fuchs, Vincent Lenders:
Demo: Electrosense - spectrum sensing with increased frequency range. EWSN 2018: 203-204 - [i5]Roberto Calvo-Palomino, Héctor Cordobés, Markus Engel, Markus Fuchs, Pratiksha Jain, Marc Liechti, Sreeraj Rajendran, Matthias Schäfer, Bertold Van den Bergh, Sofie Pollin, Domenico Giustiniano, Vincent Lenders:
Electrosense+: Empowering People to Decode the Radio Spectrum. CoRR abs/1811.12265 (2018) - [i4]Gert Dekkers, Fernando Rosas, Steven Lauwereins, Sreeraj Rajendran, Sofie Pollin, Bart Vanrumste, Toon van Waterschoot, Marian Verhelst, Peter Karsmakers:
A multi-layered energy consumption model for smart wireless acoustic sensor networks. CoRR abs/1812.06672 (2018) - 2017
- [j2]Felix Wunsch, Francisco Paisana, Sreeraj Rajendran, Ahmed Selim, Pedro Alvarez, Sebastian Müller, Sebastian Koslowski, Bertold Van den Bergh, Sofie Pollin:
DySPAN Spectrum Challenge: Situational Awareness and Opportunistic Spectrum Access Benchmarked. IEEE Trans. Cogn. Commun. Netw. 3(3): 550-562 (2017) - [c1]Bertold Van den Bergh, Domenico Giustiniano, Héctor Cordobés, Markus Fuchs, Roberto Calvo-Palomino, Sofie Pollin, Sreeraj Rajendran, Vincent Lenders:
Electrosense: Crowdsourcing spectrum monitoring. DySPAN 2017: 1-2 - [i3]Sreeraj Rajendran, Roberto Calvo-Palomino, Markus Fuchs, Bertold Van den Bergh, Héctor Cordobés, Domenico Giustiniano, Sofie Pollin, Vincent Lenders:
Electrosense: Open and Big Spectrum Data. CoRR abs/1703.09989 (2017) - [i2]Sreeraj Rajendran, Wannes Meert, Domenico Giustiniano, Vincent Lenders, Sofie Pollin:
Distributed Deep Learning Models for Wireless Signal Classification with Low-Cost Spectrum Sensors. CoRR abs/1707.08908 (2017) - [i1]Mohammad Mahdi Azari, Hazem Sallouha, Alessandro Chiumento, Sreeraj Rajendran, Evgenii Vinogradov, Sofie Pollin:
Key Technologies and System Trade-Offs for Detection and Localization of Amateur Drones. CoRR abs/1710.08478 (2017) - 2016
- [j1]Sreeraj Rajendran, Bertold Van den Bergh, Tom Vermeulen, Sofie Pollin:
IEEE 5G Spectrum Sharing Challenge: A Practical Evaluation of Learning and Feedback. IEEE Commun. Mag. 54(11): 210-216 (2016)
Coauthor Index
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