D'INNOCENZO, ALESSANDRO
D'INNOCENZO, ALESSANDRO
Dipartimento di Ingegneria e scienze dell'informazione e matematica
Neural Network Model Predictive Control for CHB Converters with FPGA Implementation
2023-01-01 Simonetti, F.; D'Innocenzo, A.; Cecati, C.
Wireless networked control over lossy uplinks abstracted by finite-state Markov channels
2023-01-01 Zacchia Lun, Yuriy; Rinaldi, Claudia; Santucci, Fortunato; D'Innocenzo, Alessandro
Learning methods for structural damage detection via entropy‐based sensors selection
2022-01-01 Smarra, Francesco; Tjen, Jimmy; D'Innocenzo, Alessandro
An Edge-Based Machine Learning-Enabled Approach in Structural Health Monitoring for Public Protection
2022-01-01 Rinaldi, C; Smarra, F; Franchi, F; Graziosi, F; D'Innocenzo, A
Machine Learning for Model Predictive Control of Cascaded H-Bridge Inverters
2022-01-01 Simonetti, F.; Di Girolamo, G. D.; D'Innocenzo, A.; Cecati, C.
Machine Learning-based Approaches Comparison for Netfiix/DAZN Streaming and Real Traffic Prediction
2022-01-01 Reticcioli, E.; Di Girolamo, G. D.; Di Carlo, C.; Smarra, F.; D'Innocenzo, A.
Stability analysis of switched ARX models and application to learning with guarantees
2022-01-01 De Iuliis, V.; Smarra, F.; Manes, C.; D'Innocenzo, A.
Reduced SARX modeling and control via Regression Trees
2022-01-01 Reyes, L. F. F.; Smarra, F.; D’Innocenzo, A.
First-moment stability of Markov Jump Linear Systems with homogeneous and inhomogeneous transition probabilities
2022-01-01 De Iuliis, V.; Manes, C.; D'Innocenzo, A.
Data-driven efficient digital signal processing over a field trial space-division multiplexed fiber-optic transmission
2022-01-01 Reyes, L. F. F.; Smarra, F.; Ryf, R.; Hayashi, T.; Marotta, A.; Antonelli, C.; D'Innocenzo, A.
Lyapunov characterizations of exponential mean square input-to-state stability for discrete-time Markovian switching nonlinear systems
2022-01-01 Impicciatore, Anastasia; Pepe, Pierdomenico; D'Innocenzo, Alessandro
Modeling and Control of Priority Queueing in Software Defined Networks via Machine Learning
2022-01-01 Reticcioli, E.; Di Girolamo, G.; Smarra, F.; Torzi, A.; Graziosi, F.; D'Innocenzo, A.
Secure state estimation over Markov wireless communication channels
2022-01-01 Impicciatore, A.; Tsiamis, A.; Zacchia Lun, Y.; D'Innocenzo, A.; Pappas, G. J.
A comparison of classical identification and learning-based techniques for cyber-physical systems
2021-01-01 De Iuliis, V.; Domenico Di Girolamo, G.; Smarra, F.; D'Innocenzo, A.
A Neural Network Approach for Efficient Finite Control Set MPC of Cascaded H-Bridge STATCOM
2021-01-01 Simonetti, F.; Girolamo, G. D.; D'Innocenzo, A.; Cecati, C.
On the stability of switched arx models, with an application to learning via regression trees
2021-01-01 De Iuliis, V.; Smarra, F.; Manes, C.; D'Innocenzo, A.
Learning markov models of fading channels in wireless control networks: A regression trees based approach
2021-01-01 Florenzan Reyes, L. F.; Smarra, F.; Lun, Y. Z.; D'Innocenzo, A.
Sufficient lyapunov conditions for exponential mean square stability of discrete-time systems with markovian delays
2021-01-01 Impicciatore, A.; Grifa, M. T.; Pepe, P.; D'Innocenzo, A.
Optimal output-feedback control and separation principle for Markov jump linear systems modeling wireless networked control scenarios
2021-01-01 Impicciatore, A.; Lun, Y. Z.; Pepe, P.; D'Innocenzo, A.
Stability analysis of coupled differential-difference systems with multiple time-varying delays: a positivity-based approach
2021-01-01 De Iuliis, V.; D'Innocenzo, A.; Germani, A.; Manes, C.