Author

A. Coluccia

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Open access 2026

Adaptive Radar for Uncooperative Spectrum Sharing: GLRT Asymptotic Performance

The increasing demand for spectrum has paved the way to spectral coexistence of different radio systems, in particular radar and communications (namely 5G mobile systems and beyond). In coexistence scenarios the communication signal affects both the cell under test (primary data) and the training (secondary) data used...

A. Coluccia, G. Ricci, Christ D. Richmond · IEEE Transactions on Signal... · 0 citations

#artificial intelligence Preprint Oct 2026

Patch-Based Deep Kernel Learning for Data Assimilation and Bias Correction with Extremely Sparse Observations

A hybrid framework that couples a convolutional neural network with a learnable-kernel Gaussian Process to jointly perform DA and bias correction from extremely sparse observations is proposed, outperforms 3D-Var, a classical GP and a competing DL model, while reducing inference time.

Emanuele Mele, A. Coluccia, M. Cafaro et al. · 0 citations