Sreeraj Rajendran

According to our database, Sreeraj Rajendran authored at least 25 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Spectrum Prediction for Protocol-Aware RF Jamming.

Sanjoy Basak, Sreeraj Rajendran, Sofie Pollin, Bart Scheers

IEEE Trans. Cogn. Commun. Netw., April, 2024

2023

Contrastive learning with self-reconstruction for channel-resilient modulation classification.

Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Mariya Zheleva, Sofie Pollin

Proceedings of the IEEE INFOCOM 2023, 2023

Multi-view contextual performance profiling in rotating machinery.

Fabian Fingerhut, Sarah Klein, Mathias Verbeke, Sreeraj Rajendran, Elena Tsiporkova

Proceedings of the IEEE International Conference on Prognostics and Health Management, 2023

Autoencoder based framework for drone RF signal classification and novelty detection.

Sanjoy Basak, Sreeraj Rajendran, Sofie Pollin, Bart Scheers

Proceedings of the 25th International Conference on Advanced Communication Technology, 2023

2022

Evolutionary Optimization of Residual Neural Network Architectures for Modulation Classification.

Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Sofie Pollin, Mariya Zheleva

IEEE Trans. Cogn. Commun. Netw., 2022

Combined RF-Based Drone Detection and Classification.

Sanjoy Basak, Sreeraj Rajendran, Sofie Pollin, Bart Scheers

IEEE Trans. Cogn. Commun. Netw., 2022

2021

Learning the unknown: Improving modulation classification performance in unseen scenarios.

Erma Perenda, Sreeraj Rajendran, Gérôme Bovet, Sofie Pollin, Mariya Zheleva

Proceedings of the 40th IEEE Conference on Computer Communications, 2021

CNN-based Burst Signal Detection with Covariance Matrix.

Dongho Seo, Jiyeon Park, Sreeraj Rajendran, Sofie Pollin, Haewoon Nam

Proceedings of the International Conference on Information and Communication Technology Convergence, 2021

Drone classification from RF fingerprints using deep residual nets.

Sanjoy Basak, Sreeraj Rajendran, Sofie Pollin, Bart Scheers

Proceedings of the 13th International Conference on COMmunication Systems & NETworkS, 2021

2020

Crowdsourced Wireless Spectrum Anomaly Detection.

Sreeraj Rajendran, Vincent Lenders, Wannes Meert, Sofie Pollin

IEEE Trans. Cogn. Commun. Netw., 2020

Electrosense+: Crowdsourcing radio spectrum decoding using IoT receivers.

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

Comput. Networks, 2020

2019

Unsupervised Wireless Spectrum Anomaly Detection With Interpretable Features.

Sreeraj Rajendran, Wannes Meert, Vincent Lenders, Sofie Pollin

IEEE Trans. Cogn. Commun. Netw., 2019

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Tradeoffs.

Hazem Sallouha, Alessandro Chiumento, Sreeraj Rajendran, Sofie Pollin

IEEE Internet Things J., 2019

Localization in Ultra Narrow Band IoT Networks: Design Guidelines and Trade-Offs.

Hazem Sallouha, Alessandro Chiumento, Sreeraj Rajendran, Sofie Pollin

CoRR, 2019

2018

Deep Learning Models for Wireless Signal Classification With Distributed Low-Cost Spectrum Sensors.

Sreeraj Rajendran, Wannes Meert, Domenico Giustiniano, Vincent Lenders, Sofie Pollin

IEEE Trans. Cogn. Commun. Netw., 2018

A multi-layered energy consumption model for smart wireless acoustic sensor networks.

Gert Dekkers, Fernando Rosas, Steven Lauwereins, Sreeraj Rajendran, Sofie Pollin, Bart Vanrumste, Toon van Waterschoot, Marian Verhelst, Peter Karsmakers

CoRR, 2018

Electrosense+: Empowering People to Decode the Radio Spectrum.

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

CoRR, 2018

Electrosense: Open and Big Spectrum Data.

Sreeraj Rajendran, Roberto Calvo-Palomino, Markus Fuchs, Bertold Van den Bergh, Héctor Cordobés, Domenico Giustiniano, Sofie Pollin, Vincent Lenders

IEEE Commun. Mag., 2018

Key Technologies and System Trade-offs for Detection and Localization of Amateur Drones.

Mohammad Mahdi Azari, Hazem Sallouha, Alessandro Chiumento, Sreeraj Rajendran, Evgenii Vinogradov, Sofie Pollin

IEEE Commun. Mag., 2018

Demo: Electrosense - spectrum sensing with increased frequency range.

Franco Minucci, Sreeraj Rajendran, Bertold Van den Bergh, Sofie Pollin, Domenico Giustiniano, Héctor Cordobés, Roberto Calvo-Palomino, Markus Fuchs, Vincent Lenders

Proceedings of the 2018 International Conference on Embedded Wireless Systems and Networks, 2018

SAIFE: Unsupervised Wireless Spectrum Anomaly Detection with Interpretable Features.

Sreeraj Rajendran, Wannes Meert, Vincent Lenders, Sofie Pollin

Proceedings of the 2018 IEEE International Symposium on Dynamic Spectrum Access Networks, 2018

2017

DySPAN Spectrum Challenge: Situational Awareness and Opportunistic Spectrum Access Benchmarked.

Felix Wunsch, Francisco Paisana, Sreeraj Rajendran, Ahmed Selim, Pedro Alvarez, Sebastian Müller, Sebastian Koslowski, Bertold Van den Bergh, Sofie Pollin

IEEE Trans. Cogn. Commun. Netw., 2017

Distributed Deep Learning Models for Wireless Signal Classification with Low-Cost Spectrum Sensors.

Sreeraj Rajendran, Wannes Meert, Domenico Giustiniano, Vincent Lenders, Sofie Pollin

CoRR, 2017

Electrosense: Crowdsourcing spectrum monitoring.

Bertold Van den Bergh, Domenico Giustiniano, Héctor Cordobés, Markus Fuchs, Roberto Calvo-Palomino, Sofie Pollin, Sreeraj Rajendran, Vincent Lenders

Proceedings of the 2017 IEEE International Symposium on Dynamic Spectrum Access Networks, 2017

2016

IEEE 5G Spectrum Sharing Challenge: A Practical Evaluation of Learning and Feedback.

Sreeraj Rajendran, Bertold Van den Bergh, Tom Vermeulen, Sofie Pollin

IEEE Commun. Mag., 2016