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Sreeraj Rajendran
Sreeraj Rajendran
Senior Data Scientist, EluciDATA Lab, Sirris
Adresă de e-mail confirmată pe sirris.be - Pagina de pornire
Titlu
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Deep learning models for wireless signal classification with distributed low-cost spectrum sensors
S Rajendran, W Meert, D Giustiniano, V Lenders, S Pollin
IEEE Transactions on Cognitive Communications and Networking 4 (3), 433-445, 2018
4522018
Electrosense: Open and big spectrum data
S Rajendran, R Calvo-Palomino, M Fuchs, B Van den Bergh, H Cordobés, ...
IEEE Communications Magazine 56 (1), 210-217, 2017
1132017
Key technologies and system trade-offs for detection and localization of amateur drones
MM Azari, H Sallouha, A Chiumento, S Rajendran, E Vinogradov, S Pollin
IEEE Communications Magazine 56 (1), 51-57, 2018
1002018
Unsupervised wireless spectrum anomaly detection with interpretable features
S Rajendran, W Meert, V Lenders, S Pollin
ieee transactions on cognitive communications and networking 5 (3), 637-647, 2019
562019
SAIFE: Unsupervised wireless spectrum anomaly detection with interpretable features
S Rajendran, W Meert, V Lenders, S Pollin
2018 IEEE international symposium on dynamic spectrum access networks …, 2018
562018
Crowdsourced wireless spectrum anomaly detection
S Rajendran, V Lenders, W Meert, S Pollin
IEEE Transactions on Cognitive Communications and Networking 6 (2), 694-703, 2019
252019
Drone classification from RF fingerprints using deep residual nets
S Basak, S Rajendran, S Pollin, B Scheers
2021 International Conference on COMmunication Systems & NETworkS (COMSNETS …, 2021
212021
Localization in ultra narrow band IoT networks: Design guidelines and tradeoffs
H Sallouha, A Chiumento, S Rajendran, S Pollin
IEEE Internet of Things Journal 6 (6), 9375-9385, 2019
182019
DySPAN spectrum challenge: Situational awareness and opportunistic spectrum access benchmarked
F Wunsch, F Paisana, S Rajendran, A Selim, P Alvarez, S Müller, ...
IEEE Transactions on Cognitive Communications and Networking 3 (3), 550-562, 2017
172017
Electrosense: Crowdsourcing spectrum monitoring
B Van den Bergh, D Giustiniano, H Cordobés, M Fuchs, ...
2017 IEEE International Symposium on Dynamic Spectrum Access Networks …, 2017
172017
Saving energy in WSNs for acoustic surveillance applications while maintaining QoS
B Thoen, G Ottoy, F Rosas, S Lauwereins, S Rajendran, L De Strycker, ...
2017 IEEE Sensors Applications Symposium (SAS), 1-6, 2017
152017
Electrosense+: Crowdsourcing radio spectrum decoding using IoT receivers
R Calvo-Palomino, H Cordobés, M Engel, M Fuchs, P Jain, M Liechti, ...
Computer Networks 174, 107231, 2020
142020
IEEE 5G spectrum sharing challenge: A practical evaluation of learning and feedback
S Rajendran, B Van den Bergh, T Vermeulen, S Pollin
IEEE Communications Magazine 54 (11), 210-216, 2016
142016
Automatic modulation classification using parallel fusion of convolutional neural networks
E Perenda, S Rajendran, S Pollin
BalkanCom'19, 2019
122019
Combined RF-based drone detection and classification
S Basak, S Rajendran, S Pollin, B Scheers
IEEE Transactions on Cognitive Communications and Networking 8 (1), 111-120, 2021
112021
Learning the unknown: Improving modulation classification performance in unseen scenarios
E Perenda, S Rajendran, G Bovet, S Pollin, M Zheleva
IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021
62021
Evolutionary optimization of residual neural network architectures for modulation classification
E Perenda, S Rajendran, G Bovet, S Pollin, M Zheleva
IEEE Transactions on Cognitive Communications and Networking, 2021
32021
Large‐scale Wireless Spectrum Monitoring: Challenges and Solutions based on Machine Learning
S Rajendran, S Pollin
Spectrum Sharing: The Next Frontier in Wireless Networks, 321-339, 2020
32020
Using Cheap RTL-SDRs for Measuring Electrosmog
B Reynders, R Iyare, S Rajendran, V Volskiy, GAE Vandenbosch, S Pollin
2018 IEEE Symposium on Communications and Vehicular Technology (SCVT)(SCVT'18), 2018
32018
Electrosense-spectrum sensing with increased frequency range
F Minucci, B Van den Bergh, S Rajendran, D Giustiniano, ...
The 15th International Conference on Embedded Wireless Systems and Networks …, 2018
22018
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