Research

Published Papers

  1. D. Del Testa, N. Michelusi and M. Zorzi, "On Optimal Transmission Policies for Energy Harvesting Devices: the case of two users," Proceedings of the Tenth International Symposium on Wireless Communication Systems (ISWCS), 27-30 Aug. 2013, Ilmenau, Germany.

  2. D. Del Testa and M. Zorzi, "Optimal policies for two-user Energy Harvesting Device networks with imperfect State-of-Charge knowledge," Information Theory and Applications Workshop (ITA), 9-14 Feb. 2014, San Diego, USA.

  3. A. Biason, D. Del Testa and M. Zorzi, "Low-complexity Policies for Wireless Sensor Networks with Two Energy Harvesting Devices," 13th Annual Mediterranean Ad Hoc Networking Workshop (Med-Hoc-Net), 2-4 Jun. 2014, Piran, Slovenia.

  4. D. Del Testa, N. Michelusi and M. Zorzi, "Optimal transmission policies for two-user Energy Harvesting Device networks with limited state-of-charge knowledge," IEEE Transactions on Wireless Communications, 15(2), Feb. 2016.

  5. D. Del Testa, M. Danieletto and M. Zorzi, "Applying Machine Learning Techniques to a Real Cognitive Network: File Transfer ETAs prediction," IEEE Global Communications Conference (Globecom), Dec. 2015, San Diego, CA, USA.

  6. D. Del Testa and M. Rossi, "Lightweight Lossy Compression of Biometric Patterns via Denoising Autoencoders," IEEE Signal Processing Letters, vol.22, Dec. 2015.

  7. D. Del Testa, M. Danieletto, G. M. Di Nunzio and M. Zorzi, "Estimating the number of receiving nodes in 802.11 networks via machine learning techniques," IEEE Global Communications Conference (Globecom), Dec. 2016, Washington, DC, USA.

  8. F. Chiariotti, D. Del Testa, M. Polese, A. Zanella, G. M. Di Nunzio and M. Zorzi, "Learning methods for long-term channel gain prediction in wireless networks," International Conference on Computing, Networking and Communications (ICNC), Jan. 2017, San Jose, CA, USA.

  9. M. Bojarski, D. Del Testa, D. Dworakowski, et al., "End to End Learning for Self-Driving Cars," arXiv preprint arXiv:1604.07316.

  10. M. Hooshmand, D. Zordan, D. Del Testa, E. Grisan and M. Rossi, "Boosting the Battery Life of Wearables for Health Monitoring through the Compression of Biosignals," IEEE Internet of Things Jornal, vol. PP, Mar. 2017.

  11. D. Del Testa, M. Danieletto and M. Zorzi, "A machine learning based ETA estimator for WiFi transmissions," IEEE Transactions on Wireless Communications, 16 (11), 7011-7024, 2017