Publications
Google Scholar
Preprints
Journal
F. Carpi, M. Martalò, L. Davoli, A. Cilfone, Y. Yu, Y. Wang, G. Ferrari,
“Experimental Analysis of RSSI-based Localization Algorithms with NLOS Pre-Mitigation for IoT Applications,”
in Computer Networks,
vol. 225, 2023.
DOI
Conference
F. Carpi, S. Venkatesan, J. Du, H. Viswanathan, S. Garg, E. Erkip,
“Precoding-oriented Massive MIMO CSI Feedback Design,”
in Proc. 2023 IEEE International Conference on Communications (ICC),
Rome, Italy, May 2023.
DOI | arXiv | Slides | Poster
F. Carpi, S. Garg, E. Erkip,
“Single-Shot Compression for Hypothesis Testing,”
in Proc. 2021 IEEE 22nd International Workshop on Signal Processing Advances in Wireless Communications (SPAWC),
Lucca, Italy, September 2021.
*** Best Student Paper Award (2nd place) at IEEE SPAWC 2021.
*** Best Poster Award (1st place) at IEEE Communication Theory Workshop 2021.
DOI | arXiv | Poster | Slides | Video
F. Carpi, C. Häger, M. Martalò, R. Raheli, H. D. Pfister,
“Reinforcement Learning for Channel Coding: Learned Bit-Flipping Decoding,”
in Proc. 2019 57th Annual Allerton Conference on Communication, Control and Computing (Allerton),
Monticello, IL, USA, September 2019.
DOI | arXiv | Slides | Github
F. Carpi, L. Davoli, M. Martalò, A. Cilfone, Y. Yu, Y. Wang, G. Ferrari,
“RSSI-based Methods for LOS/NLOS Channel Identification in Indoor Scenarios,”
in Proc. 16th Int. Symp. on Wireless Communication Systems (ISWCS),
Oulu, Finland, August 2019.
DOI
M. Lian, F. Carpi, C. Häger, H. D. Pfister,
“Learned Belief-Propagation Decoding with Simple Scaling and SNR Adaptation,”
in Proc. IEEE Int. Symp. on Information Theory (ISIT),
Paris, France, July 2019.
DOI | arXiv
Thesis
“Exploring Machine Learning Algorithms for Decoding Linear Block Codes,”
Master of Science in Communication Engineering, University of Parma, Italy, October 2018.
Thesis | Summary | Slides
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