Sreeraj Rajendran

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 28

Top Topics

Anomaly Detection

Covariance Matrix

Design Guidelines

Top Venues

IEEE Trans. Cogn. Commun. Netw.

IEEE Commun. Mag.

Publications

Sanjoy Basak, Sreeraj Rajendran, Sofie Pollin, Bart Scheers
Spectrum Prediction for Protocol-Aware RF Jamming. IEEE Trans. Cogn. Commun. Netw. 10 (2) (2024)
Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Mariya Zheleva, Sofie Pollin
Contrastive learning with self-reconstruction for channel-resilient modulation classification. INFOCOM (2023)
Sanjoy Basak, Sreeraj Rajendran, Sofie Pollin, Bart Scheers
Autoencoder based framework for drone RF signal classification and novelty detection. ICACT (2023)
Fabian Fingerhut, Sarah Klein, Mathias Verbeke, Sreeraj Rajendran, Elena Tsiporkova
Multi-view contextual performance profiling in rotating machinery. ICPHM (2023)
Sanjoy Basak, Sreeraj Rajendran, Sofie Pollin, Bart Scheers
Combined RF-Based Drone Detection and Classification. IEEE Trans. Cogn. Commun. Netw. 8 (1) (2022)
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) (2022)
Sanjoy Basak, Sreeraj Rajendran, Sofie Pollin, Bart Scheers
Drone classification from RF fingerprints using deep residual nets. COMSNETS (2021)
Dongho Seo, Jiyeon Park, Sreeraj Rajendran, Sofie Pollin, Haewoon Nam
CNN-based Burst Signal Detection with Covariance Matrix. ICTC (2021)
Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Sofie Pollin, Mariya Zheleva
Learning the unknown: Improving modulation classification performance in unseen scenarios. INFOCOM (2021)
Sreeraj Rajendran, Vincent Lenders, Wannes Meert, Sofie Pollin
Crowdsourced Wireless Spectrum Anomaly Detection. IEEE Trans. Cogn. Commun. Netw. 6 (2) (2020)
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 (2020)
Hazem Sallouha, Alessandro Chiumento, Sreeraj Rajendran, Sofie Pollin
Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs. CoRR (2019)
Sreeraj Rajendran, Wannes Meert, Vincent Lenders, Sofie Pollin
Unsupervised Wireless Spectrum Anomaly Detection With Interpretable Features. IEEE Trans. Cogn. Commun. Netw. 5 (3) (2019)
Sreeraj Rajendran, Vincent Lenders, Wannes Meert, Sofie Pollin
Crowdsourced wireless spectrum anomaly detection. CoRR (2019)
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) (2019)
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 (2018)
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 (2018)
Sreeraj Rajendran, Wannes Meert, Vincent Lenders, Sofie Pollin
SAIFE: Unsupervised Wireless Spectrum Anomaly Detection with Interpretable Features. DySPAN (2018)
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)
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) (2018)
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) (2018)
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) (2018)
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) (2017)
Sreeraj Rajendran, Wannes Meert, Domenico Giustiniano, Vincent Lenders, Sofie Pollin
Distributed Deep Learning Models for Wireless Signal Classification with Low-Cost Spectrum Sensors. CoRR (2017)
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)
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 (2017)
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 (2017)
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) (2016)