Detecting Out-of-Distribution Data in Wireless Communications Applications of Deep Learning
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Wireless Communications"
DOI: 10.1109/twc.2021.3112663
Abstract: Deep learning-based classification algorithms offer no performance guarantees when deployed on testing data not generated by the same process as the training data. Such out-of-distribution (OOD) data often cause classification errors that are hard to… read more here.
Keywords: ood data; wireless communications; communications applications; deep learning ... See more keywords
Review on V2X, I2X, and P2X Communications and Their Applications: A Comprehensive Analysis over Time
Sign Up to like & getrecommendations! Published in 2019 at "Sensors"
DOI: 10.3390/s19122756
Abstract: Smart cities are ecosystems where novel ideas and emerging technologies meet to improve economy, environment, governance, living, and mobility. One of the pillars of smart cities is transport, with the improvement of mobility and the… read more here.
Keywords: v2x i2x; analysis; communications applications; i2x p2x ... See more keywords