2020
- Sreeraj Rajendran and Sofie Pollin.
Large-scale wireless spectrum monitoring: challenges and solutions based on machine learning.
Spectrum Sharing: The Next Frontier in Wireless Networks, 2020.
[ Bibtex ]
2019
- Sreeraj Rajendran, Vincent Lenders, Wannes Meert, and Sofie Pollin.
Crowdsourced wireless spectrum anomaly detection.
IEEE Transactions on Cognitive Communications and Networking, 2019.
[ Bibtex ]
- Sreeraj Rajendran, Wannes Meert, Vincent Lenders, and Sofie Pollin.
Unsupervised wireless spectrum anomaly detection with interpretable features.
IEEE Transactions on Cognitive Communications and Networking, 5(3):637–647, 2019.
[ Bibtex ]
- Sreeraj Rajendran.
Deep Learning Solutions for Large Scale Wireless Spectrum Monitoring.
PhD thesis, KU Leuven, 2019.
[ Bibtex ]
- Hazem Sallouha, Alessandro Chiumento, Sreeraj Rajendran, and Sofie Pollin.
Localization in ultra narrow band iot networks: design guidelines and tradeoffs.
IEEE Internet of Things Journal, 6(6):9375–9385, 2019.
[ Bibtex ]
- Erma Perenda, Sreeraj Rajendran, and Sofie Pollin.
Automatic modulation classification using parallel fusion of convolutional neural networks.
IEEE WIRELESS COMMUNICATIONS, 2019.
[ Bibtex ]
2018
- Mohammad Mahdi Azari, Hazem Sallouha, Alessandro Chiumento, Sreeraj Rajendran, Evgenii Vinogradov, and Sofie Pollin.
Key technologies and system trade-offs for detection and localization of amateur drones.
IEEE Communications Magazine, 56(1):51–57, 2018.
[ Bibtex ]
- Franco Minucci, Sreeraj Rajendran, Bertold Van den Bergh, Sofie Pollin, Domenico Giustiniano, H'ector Cordob'es, Markus Fuchs, Roberto Calvo-Palomino, and Vincent Lenders.
Demo: electrosense - spectrum sensing with increased frequency range.
In Proceedings of the 2018 International Conference on Embedded Wireless Systems and Networks, EWSN, 203–204. USA, 2018. Junction Publishing.
URL: http://dl.acm.org/citation.cfm?id=3234847.3234888.
[ Bibtex ]
- Sreeraj Rajendran, Wannes Meert, Domenico Giustiniano, Vincent Lenders, and Sofie Pollin.
Deep learning models for wireless signal classification with distributed low-cost spectrum sensors.
IEEE Transactions on Cognitive Communications and Networking, 4(3):433–445, 2018.
[ Bibtex ]
- Sreeraj Rajendran, Wannes Meert, Vincent Lenders, and Sofie Pollin.
Saife: unsupervised wireless spectrum anomaly detection with interpretable features.
In 2018 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN), 1–9. IEEE, 2018.
[ Bibtex ]
- Roberto Calvo-Palomino, Héctor Cordobés, Markus Engel, Markus Fuchs, Pratiksha Jain, Marc Liechti, Sreeraj Rajendran, Matthias Schäfer, Bertold Van den Bergh, Sofie Pollin, and others.
Electrosense+: empowering people to decode the radio spectrum.
arXiv preprint arXiv:1811.12265, 2018.
[ Bibtex ]
- Gert Dekkers, Fernando Rosas, Steven Lauwereins, Sreeraj Rajendran, Sofie Pollin, Bart Vanrumste, Toon van Waterschoot, Marian Verhelst, and Peter Karsmakers.
A multi-layered energy consumption model for smart wireless acoustic sensor networks.
arXiv preprint arXiv:1812.06672, 2018.
[ Bibtex ]
- Brecht Reynders, Rachel Iyare, Sreeraj Rajendran, Vladimir Volskiy, Guy AE Vandenbosch, and Sofie Pollin.
Using cheap rtl-sdrs for measuring electrosmog.
In 2018 IEEE Symposium on Communications and Vehicular Technology (SCVT)(SCVT'18). IEEE, 2018.
[ Bibtex ]
2017
- Bertold Van den Bergh, Domenico Giustiniano, Héctor Cordobés, Markus Fuchs, Roberto Calvo-Palomino, Sofie Pollin, Sreeraj Rajendran, and Vincent Lenders.
Electrosense: crowdsourcing spectrum monitoring.
In 2017 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN), 1–2. IEEE, 2017.
[ Bibtex ]
- Sreeraj Rajendran, Roberto Calvo-Palomino, Markus Fuchs, Bertold Van den Bergh, Héctor Cordobés, Domenico Giustiniano, Sofie Pollin, and Vincent Lenders.
Electrosense: open and big spectrum data.
IEEE Communications Magazine, 56(1):210–217, 2017.
[ Bibtex ]
- Bart Thoen, Geoffrey Ottoy, Fernando Rosas, Steven Lauwereins, Sreeraj Rajendran, Lieven De Strycker, Sofie Pollin, and Marian Verhelst.
Saving energy in wsns for acoustic surveillance applications while maintaining qos.
In 2017 IEEE Sensors Applications Symposium (SAS), 1–6. IEEE, 2017.
[ Bibtex ]
- Felix Wunsch, Francisco Paisana, Sreeraj Rajendran, Ahmed Selim, Pedro Alvarez, Sebastian Müller, Sebastian Koslowski, Bertold Van den Bergh, and Sofie Pollin.
Dyspan spectrum challenge: situational awareness and opportunistic spectrum access benchmarked.
IEEE Transactions on Cognitive Communications and Networking, 3(3):550–562, 2017.
[ Bibtex ]
- Mohammad Mahdi Azari, Hazem Sallouha, Alessandro Chiumento, Sreeraj Rajendran, Evgenii Vinogradov, and Sofie Pollin.
Key technologies and system trade-offs for detection and localization of amateur drones.
arXiv preprint arXiv:1710.08478, 2017.
[ Bibtex ]
2016
- Sreeraj Rajendran, Bertold Van den Bergh, Tom Vermeulen, and Sofie Pollin.
Ieee 5g spectrum sharing challenge: a practical evaluation of learning and feedback.
IEEE Communications Magazine, 54(11):210–216, 2016.
[ Bibtex ]
2015
- Sreeraj Rajendran and Sofie Pollin.
Adaptive channel selection and sensing based on reinforcement learning.
In WIC/IEEE SP Symposium on Information Theory and Signal Processing, Date: 2015/05/06-2015/05/07, Location: Brussels. 2015.
[ Bibtex ]
[ Bibtex ]
- Sreeraj Rajendran, Vincent Lenders, Wannes Meert, and Sofie Pollin.
Crowdsourced wireless spectrum anomaly detection.
IEEE Transactions on Cognitive Communications and Networking, 2019.
[ Bibtex ] - Sreeraj Rajendran, Wannes Meert, Vincent Lenders, and Sofie Pollin.
Unsupervised wireless spectrum anomaly detection with interpretable features.
IEEE Transactions on Cognitive Communications and Networking, 5(3):637–647, 2019.
[ Bibtex ] - Sreeraj Rajendran.
Deep Learning Solutions for Large Scale Wireless Spectrum Monitoring.
PhD thesis, KU Leuven, 2019.
[ Bibtex ] - Hazem Sallouha, Alessandro Chiumento, Sreeraj Rajendran, and Sofie Pollin.
Localization in ultra narrow band iot networks: design guidelines and tradeoffs.
IEEE Internet of Things Journal, 6(6):9375–9385, 2019.
[ Bibtex ] - Erma Perenda, Sreeraj Rajendran, and Sofie Pollin.
Automatic modulation classification using parallel fusion of convolutional neural networks.
IEEE WIRELESS COMMUNICATIONS, 2019.
[ Bibtex ]
2018
- Mohammad Mahdi Azari, Hazem Sallouha, Alessandro Chiumento, Sreeraj Rajendran, Evgenii Vinogradov, and Sofie Pollin.
Key technologies and system trade-offs for detection and localization of amateur drones.
IEEE Communications Magazine, 56(1):51–57, 2018.
[ Bibtex ]
- Franco Minucci, Sreeraj Rajendran, Bertold Van den Bergh, Sofie Pollin, Domenico Giustiniano, H'ector Cordob'es, Markus Fuchs, Roberto Calvo-Palomino, and Vincent Lenders.
Demo: electrosense - spectrum sensing with increased frequency range.
In Proceedings of the 2018 International Conference on Embedded Wireless Systems and Networks, EWSN, 203–204. USA, 2018. Junction Publishing.
URL: http://dl.acm.org/citation.cfm?id=3234847.3234888.
[ Bibtex ]
- Sreeraj Rajendran, Wannes Meert, Domenico Giustiniano, Vincent Lenders, and Sofie Pollin.
Deep learning models for wireless signal classification with distributed low-cost spectrum sensors.
IEEE Transactions on Cognitive Communications and Networking, 4(3):433–445, 2018.
[ Bibtex ]
- Sreeraj Rajendran, Wannes Meert, Vincent Lenders, and Sofie Pollin.
Saife: unsupervised wireless spectrum anomaly detection with interpretable features.
In 2018 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN), 1–9. IEEE, 2018.
[ Bibtex ]
- Roberto Calvo-Palomino, Héctor Cordobés, Markus Engel, Markus Fuchs, Pratiksha Jain, Marc Liechti, Sreeraj Rajendran, Matthias Schäfer, Bertold Van den Bergh, Sofie Pollin, and others.
Electrosense+: empowering people to decode the radio spectrum.
arXiv preprint arXiv:1811.12265, 2018.
[ Bibtex ]
- Gert Dekkers, Fernando Rosas, Steven Lauwereins, Sreeraj Rajendran, Sofie Pollin, Bart Vanrumste, Toon van Waterschoot, Marian Verhelst, and Peter Karsmakers.
A multi-layered energy consumption model for smart wireless acoustic sensor networks.
arXiv preprint arXiv:1812.06672, 2018.
[ Bibtex ]
- Brecht Reynders, Rachel Iyare, Sreeraj Rajendran, Vladimir Volskiy, Guy AE Vandenbosch, and Sofie Pollin.
Using cheap rtl-sdrs for measuring electrosmog.
In 2018 IEEE Symposium on Communications and Vehicular Technology (SCVT)(SCVT'18). IEEE, 2018.
[ Bibtex ]
2017
- Bertold Van den Bergh, Domenico Giustiniano, Héctor Cordobés, Markus Fuchs, Roberto Calvo-Palomino, Sofie Pollin, Sreeraj Rajendran, and Vincent Lenders.
Electrosense: crowdsourcing spectrum monitoring.
In 2017 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN), 1–2. IEEE, 2017.
[ Bibtex ]
- Sreeraj Rajendran, Roberto Calvo-Palomino, Markus Fuchs, Bertold Van den Bergh, Héctor Cordobés, Domenico Giustiniano, Sofie Pollin, and Vincent Lenders.
Electrosense: open and big spectrum data.
IEEE Communications Magazine, 56(1):210–217, 2017.
[ Bibtex ]
- Bart Thoen, Geoffrey Ottoy, Fernando Rosas, Steven Lauwereins, Sreeraj Rajendran, Lieven De Strycker, Sofie Pollin, and Marian Verhelst.
Saving energy in wsns for acoustic surveillance applications while maintaining qos.
In 2017 IEEE Sensors Applications Symposium (SAS), 1–6. IEEE, 2017.
[ Bibtex ]
- Felix Wunsch, Francisco Paisana, Sreeraj Rajendran, Ahmed Selim, Pedro Alvarez, Sebastian Müller, Sebastian Koslowski, Bertold Van den Bergh, and Sofie Pollin.
Dyspan spectrum challenge: situational awareness and opportunistic spectrum access benchmarked.
IEEE Transactions on Cognitive Communications and Networking, 3(3):550–562, 2017.
[ Bibtex ]
- Mohammad Mahdi Azari, Hazem Sallouha, Alessandro Chiumento, Sreeraj Rajendran, Evgenii Vinogradov, and Sofie Pollin.
Key technologies and system trade-offs for detection and localization of amateur drones.
arXiv preprint arXiv:1710.08478, 2017.
[ Bibtex ]
2016
- Sreeraj Rajendran, Bertold Van den Bergh, Tom Vermeulen, and Sofie Pollin.
Ieee 5g spectrum sharing challenge: a practical evaluation of learning and feedback.
IEEE Communications Magazine, 54(11):210–216, 2016.
[ Bibtex ]
2015
- Sreeraj Rajendran and Sofie Pollin.
Adaptive channel selection and sensing based on reinforcement learning.
In WIC/IEEE SP Symposium on Information Theory and Signal Processing, Date: 2015/05/06-2015/05/07, Location: Brussels. 2015.
[ Bibtex ]
[ Bibtex ]
[ Bibtex ]
[ Bibtex ]
[ Bibtex ]
[ Bibtex ]
[ Bibtex ]
[ Bibtex ]
- Bertold Van den Bergh, Domenico Giustiniano, Héctor Cordobés, Markus Fuchs, Roberto Calvo-Palomino, Sofie Pollin, Sreeraj Rajendran, and Vincent Lenders.
Electrosense: crowdsourcing spectrum monitoring.
In 2017 IEEE International Symposium on Dynamic Spectrum Access Networks (DySPAN), 1–2. IEEE, 2017.
[ Bibtex ] - Sreeraj Rajendran, Roberto Calvo-Palomino, Markus Fuchs, Bertold Van den Bergh, Héctor Cordobés, Domenico Giustiniano, Sofie Pollin, and Vincent Lenders.
Electrosense: open and big spectrum data.
IEEE Communications Magazine, 56(1):210–217, 2017.
[ Bibtex ] - Bart Thoen, Geoffrey Ottoy, Fernando Rosas, Steven Lauwereins, Sreeraj Rajendran, Lieven De Strycker, Sofie Pollin, and Marian Verhelst.
Saving energy in wsns for acoustic surveillance applications while maintaining qos.
In 2017 IEEE Sensors Applications Symposium (SAS), 1–6. IEEE, 2017.
[ Bibtex ] - Felix Wunsch, Francisco Paisana, Sreeraj Rajendran, Ahmed Selim, Pedro Alvarez, Sebastian Müller, Sebastian Koslowski, Bertold Van den Bergh, and Sofie Pollin.
Dyspan spectrum challenge: situational awareness and opportunistic spectrum access benchmarked.
IEEE Transactions on Cognitive Communications and Networking, 3(3):550–562, 2017.
[ Bibtex ] - Mohammad Mahdi Azari, Hazem Sallouha, Alessandro Chiumento, Sreeraj Rajendran, Evgenii Vinogradov, and Sofie Pollin.
Key technologies and system trade-offs for detection and localization of amateur drones.
arXiv preprint arXiv:1710.08478, 2017.
[ Bibtex ]
2016
- Sreeraj Rajendran, Bertold Van den Bergh, Tom Vermeulen, and Sofie Pollin.
Ieee 5g spectrum sharing challenge: a practical evaluation of learning and feedback.
IEEE Communications Magazine, 54(11):210–216, 2016.
[ Bibtex ]
2015
- Sreeraj Rajendran and Sofie Pollin.
Adaptive channel selection and sensing based on reinforcement learning.
In WIC/IEEE SP Symposium on Information Theory and Signal Processing, Date: 2015/05/06-2015/05/07, Location: Brussels. 2015.
[ Bibtex ]
[ Bibtex ]
- Sreeraj Rajendran and Sofie Pollin.
Adaptive channel selection and sensing based on reinforcement learning.
In WIC/IEEE SP Symposium on Information Theory and Signal Processing, Date: 2015/05/06-2015/05/07, Location: Brussels. 2015.
[ Bibtex ]