Archivio Istituzionale della RicercaSCANZIO, STEFANO
A Lightweight Simulation Environment for TSCH-Based Wireless Sensor Networks
2025 Scanzio, Stefano; Chiavassa, Pietro; Formis, Gabriele; Paolini, Giacomo; Cena, Gianluca
Accurate and Efficient Prediction of Wi-Fi Link Quality Based on Machine Learning
2025 Formis, Gabriele; Cena, Gianluca; Wisniewski, Lukasz; Scanzio, Stefano
Compression of Executable QR Codes or sQRy for Industry: an Example for Wi-Fi Access Points
2025 Scanzio, Stefano; Formis, Gabriele; Chiavassa, Pietro; Wisniewski, Lukasz; Cena, Gianluca
Improving Wi-Fi Network Performance Prediction with Deep Learning Models
2025 Formis, Gabriele; Ericson, Amanda; Forsstrom, Stefan; Thar, Kyi; Cena, Gianluca; Scanzio, Stefano
Machine Learning to Predict Slot Usage in TSCH Wireless Sensor Networks
2025 Scanzio, Stefano; Formis, Gabriele; Facchinetti, Tullio; Cena, Gianluca
On the Prediction of Wi-Fi Performance through Deep Learning
2025 Formis, Gabriele; Ericson, Amanda; Forsström, Stefan; Thar, Kyi; Cena, Gianluca; Scanzio, Stefano
Widening the Coverage of Reference Broadcast Infrastructure Synchronization in Wi-Fi Networks
2025 Cena, Gianluca; Chiavassa, Pietro; Formis, Gabriele; Scanzio, Stefano
Mixing Neural Networks and Exponential Moving Averages for Predicting Wireless Links Behavior
2024 Formis, Gabriele; Scanzio, Stefano; Wisniewski, Lukasz; Cena, Gianluca
Multi-Link Operation and Wireless Digital Twin to Support Enhanced Roaming in Next-Gen Wi-Fi
2024 Scanzio, Stefano; Rosani, Matteo; Formis, Gabriele; Cavalcanti, Dave; Frascolla, Valerio; Marchetto, Guido; Cena, Gianluca
On the Accuracy and Precision of Moving Averages to Estimate Wi-Fi Link Quality
2024 Cena, Gianluca; Formis, Gabriele; Rosani, Matteo; Scanzio, Stefano
QR codes: From a Survey of the State-of-the-Art to Executable eQR Codes for the Internet of Things
2024 Scanzio, Stefano; Rosani, Matteo; Scamuzzi, Mattia; Cena, Gianluca
Ultralow Power and Green TSCH-Based WSNs With Proactive Reduction of Idle Listening
2024 Scanzio, Stefano; Quarta, Federico; Paolini, Giacomo; Formis, Gabriele; Cena, Gianluca
Wireless Sensor Networks Based on TSCH/TDMA with Power Consumption and Latency Constraints
2024 Scanzio, Stefano; Formis, Gabriele; Facchinetti, Tullio; Paolini, Giacomo; Cena, Gianluca
Assessing the Effectiveness of Channel Hopping in IEEE 802.15.4 TSCH Networks
2023 Cena, Gianluca; Scanzio, Stefano; Ghazivakili, Mohammad; Demartini, CLAUDIO GIOVANNI; Valenzano, Adriano
Linear Combination of Exponential Moving Averages for Wireless Channel Prediction
2023 Formis, Gabriele; Scanzio, Stefano; Cena, Gianluca; Valenzano, Adriano
On the Use of Artificial Neural Networks to Predict the Quality of Wi-Fi Links
2023 Colletto, ALBERTO SALVATORE; Scanzio, Stefano; Formis, Gabriele; Cena, Gianluca
Predicting Wireless Channel Quality by means of Moving Averages and Regression Models
2023 Formis, G; Scanzio, S; Cena, G; Valenzano, A
Evaluating and Modeling IEEE 802.15.4 TSCH Resilience against Wi-Fi Interference in New-Generation Highly-Dependable Wireless Sensor Networks
2020 Cena, Gianluca; Demartini, Claudio G.; Vakili, Mohammad Ghazi; Scanzio, Stefano; Valenzano, Adriano; Zunino, Claudio
From Real Data of Wireless Sensor Networks based on TSCH, to a Prediction of Reliability, Power Consumption, and Latency (dataset)
2020 Scanzio, Stefano; GHAZI VAKILI, Mohammad; Cena, Gianluca; Demartini, CLAUDIO GIOVANNI; Montrucchio, Bartolomeo; Valenzano, Adriano; Zunino, Claudio
Wireless Sensor Networks and TSCH: a compromise between Reliability, Power Consumption and Latency
2020 Scanzio, Stefano; Vakili, Mohammad Ghazi; Cena, Gianluca; Demartini, Claudio Giovanni; Montrucchio, Bartolomeo; Valenzano, Adriano; Zunino, Claudio
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A Lightweight Simulation Environment for TSCH-Based Wireless Sensor Networks / Scanzio, Stefano; Chiavassa, Pietro; Formis, Gabriele; Paolini, Giacomo; Cena, Gianluca. - In: IEEE TRANSACTIONS ON INDUSTRIAL CYBER-PHYSICAL SYSTEMS. - ISSN 2832-7004. - (2025), pp. 1-10. [10.1109/ticps.2025.3620370] | 1-gen-2025 | Scanzio, StefanoChiavassa, PietroFormis, GabrielePaolini, GiacomoCena, Gianluca | A_Lightweight_Simulation_Environment_for_TSCH-Based_Wireless_Sensor_Networks.pdf |
| Accurate and Efficient Prediction of Wi-Fi Link Quality Based on Machine Learning / Formis, Gabriele; Cena, Gianluca; Wisniewski, Lukasz; Scanzio, Stefano. - In: IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS. - ISSN 1551-3203. - (2025), pp. 1-12. [10.1109/tii.2025.3609224] | 1-gen-2025 | Formis, GabrieleCena, GianlucaScanzio, Stefano + | Accurate_and_Efficient_Prediction_of_Wi-Fi_Link_Quality_Based_on_Machine_Learning.pdf |
| Compression of Executable QR Codes or sQRy for Industry: an Example for Wi-Fi Access Points / Scanzio, Stefano; Formis, Gabriele; Chiavassa, Pietro; Wisniewski, Lukasz; Cena, Gianluca. - (2025), pp. 1-4. (Intervento presentato al convegno 21st IEEE International Conference on Factory Communication Systems, WFCS 2025 tenutosi a Rostock (DEU) nel 10-13 June 2025) [10.1109/wfcs63373.2025.11077642]. | 1-gen-2025 | Scanzio, StefanoFormis, GabrieleChiavassa, PietroCena, Gianluca + | Compression_of_Executable_QR_Codes_or_sQRy_for_Industry_an_Example_for_Wi-Fi_Access_Points.pdf |
| Improving Wi-Fi Network Performance Prediction with Deep Learning Models / Formis, Gabriele; Ericson, Amanda; Forsstrom, Stefan; Thar, Kyi; Cena, Gianluca; Scanzio, Stefano. - (2025), pp. 1-8. (Intervento presentato al convegno 34th IEEE International Symposium on Industrial Electronics, ISIE 2025 tenutosi a Toronto ON (CAN) nel 20-23 June 2025) [10.1109/isie62713.2025.11124605]. | 1-gen-2025 | Formis, GabrieleCena, GianlucaScanzio, Stefano + | 2507.11168v1.pdf; Improving_Wi-Fi_Network_Performance_Prediction_with_Deep_Learning_Models.pdf |
| Machine Learning to Predict Slot Usage in TSCH Wireless Sensor Networks / Scanzio, Stefano; Formis, Gabriele; Facchinetti, Tullio; Cena, Gianluca. - (2025), pp. 1-8. (Intervento presentato al convegno 2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA) tenutosi a Porto (PT) nel 09-12 September 2025) [10.1109/etfa65518.2025.11205770]. | 1-gen-2025 | Scanzio, StefanoFormis, GabrieleCena, Gianluca + | Machine_Learning_to_Predict_Slot_Usage_in_TSCH_Wireless_Sensor_Networks.pdf |
| On the Prediction of Wi-Fi Performance through Deep Learning / Formis, Gabriele; Ericson, Amanda; Forsström, Stefan; Thar, Kyi; Cena, Gianluca; Scanzio, Stefano. - (2025), pp. 1-4. (Intervento presentato al convegno 21st IEEE International Conference on Factory Communication Systems, WFCS 2025 tenutosi a Rostock (DEU) nel 10-13 June 2025) [10.1109/wfcs63373.2025.11077657]. | 1-gen-2025 | Formis, GabrieleCena, GianlucaScanzio, Stefano + | On_the_Prediction_of_Wi-Fi_Performance_through_Deep_Learning.pdf |
| Widening the Coverage of Reference Broadcast Infrastructure Synchronization in Wi-Fi Networks / Cena, Gianluca; Chiavassa, Pietro; Formis, Gabriele; Scanzio, Stefano. - (2025), pp. 1-8. (Intervento presentato al convegno 21st IEEE International Conference on Factory Communication Systems, WFCS 2025 tenutosi a Rostock (DEU) nel 10-13 June 2025) [10.1109/wfcs63373.2025.11077631]. | 1-gen-2025 | Cena, GianlucaChiavassa, PietroFormis, GabrieleScanzio, Stefano | Widening_the_Coverage_of_Reference_Broadcast_Infrastructure_Synchronization_in_Wi-Fi_Networks.pdf |
| Mixing Neural Networks and Exponential Moving Averages for Predicting Wireless Links Behavior / Formis, Gabriele; Scanzio, Stefano; Wisniewski, Lukasz; Cena, Gianluca. - (2024), pp. 1-6. (Intervento presentato al convegno 2024 IEEE 7th International Conference on Industrial Cyber-Physical Systems (ICPS) tenutosi a St. Louis, MO (USA) nel 12-15 May 2024) [10.1109/icps59941.2024.10640038]. | 1-gen-2024 | Formis, GabrieleScanzio, StefanoCena, Gianluca + | Mixing_Neural_Networks_and_Exponential_Moving_Averages_for_Predicting_Wireless_Links_Behavior.pdf |
| Multi-Link Operation and Wireless Digital Twin to Support Enhanced Roaming in Next-Gen Wi-Fi / Scanzio, Stefano; Rosani, Matteo; Formis, Gabriele; Cavalcanti, Dave; Frascolla, Valerio; Marchetto, Guido; Cena, Gianluca. - (2024), pp. 1-4. (Intervento presentato al convegno 2024 IEEE 20th International Conference on Factory Communication Systems (WFCS) tenutosi a Toulouse (FRA) nel 17-19 April 2024) [10.1109/wfcs60972.2024.10540931]. | 1-gen-2024 | Scanzio, StefanoRosani, MatteoFormis, GabrieleMarchetto, GuidoCena, Gianluca + | Multi-Link_Operation_and_Wireless_Digital_Twin_to_Support_Enhanced_Roaming_in_Next-Gen_Wi-Fi.pdf |
| On the Accuracy and Precision of Moving Averages to Estimate Wi-Fi Link Quality / Cena, Gianluca; Formis, Gabriele; Rosani, Matteo; Scanzio, Stefano. - (2024), pp. 1-8. (Intervento presentato al convegno 29th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2024 tenutosi a Padua (ITA) nel 10-13 September 2024) [10.1109/etfa61755.2024.10710784]. | 1-gen-2024 | Cena, GianlucaFormis, GabrieleRosani, MatteoScanzio, Stefano | On_the_Accuracy_and_Precision_of_Moving_Averages_to_Estimate_Wi-Fi_Link_Quality.pdf |
| QR codes: From a Survey of the State-of-the-Art to Executable eQR Codes for the Internet of Things / Scanzio, Stefano; Rosani, Matteo; Scamuzzi, Mattia; Cena, Gianluca. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - 11:13(2024), pp. 23699-23710. [10.1109/jiot.2024.3385542] | 1-gen-2024 | Scanzio, StefanoRosani, MatteoCena, Gianluca + | QR_Codes_From_a_Survey_of_the_State_of_the_Art_to_Executable_eQR_Codes_for_the_Internet_of_Things.pdf |
| Ultralow Power and Green TSCH-Based WSNs With Proactive Reduction of Idle Listening / Scanzio, Stefano; Quarta, Federico; Paolini, Giacomo; Formis, Gabriele; Cena, Gianluca. - In: IEEE INTERNET OF THINGS JOURNAL. - ISSN 2327-4662. - 11:17(2024), pp. 29076-29088. [10.1109/jiot.2024.3406646] | 1-gen-2024 | Scanzio, StefanoQuarta, FedericoPaolini, GiacomoFormis, GabrieleCena, Gianluca | 2024_IoTJ_PRIL.pdf; Ultralow_Power_and_Green_TSCH-Based_WSNs_With_Proactive_Reduction_of_Idle_Listening.pdf |
| Wireless Sensor Networks Based on TSCH/TDMA with Power Consumption and Latency Constraints / Scanzio, Stefano; Formis, Gabriele; Facchinetti, Tullio; Paolini, Giacomo; Cena, Gianluca. - (2024), pp. 1-4. (Intervento presentato al convegno 29th IEEE International Conference on Emerging Technologies and Factory Automation, ETFA 2024 tenutosi a Padua (ITA) nel 0-13 September 2024) [10.1109/etfa61755.2024.10710912]. | 1-gen-2024 | Scanzio, StefanoFormis, GabrielePaolini, GiacomoCena, Gianluca + | Wireless_Sensor_Networks_Based_on_TSCH_TDMA_with_Power_Consumption_and_Latency_Constraints.pdf |
| Assessing the Effectiveness of Channel Hopping in IEEE 802.15.4 TSCH Networks / Cena, Gianluca; Scanzio, Stefano; Ghazivakili, Mohammad; Demartini, CLAUDIO GIOVANNI; Valenzano, Adriano. - In: IEEE OPEN JOURNAL OF THE INDUSTRIAL ELECTRONICS SOCIETY. - ISSN 2644-1284. - 4:(2023), pp. 214-229. [10.1109/OJIES.2023.3287943] | 1-gen-2023 | Gianluca CenaStefano ScanzioMohammad Ghazi VakiliClaudio Giovanni DemartiniAdriano Valenzano | Assessing_the_Effectiveness_of_Channel_Hopping_in_IEEE_802.15.4_TSCH_Networks.pdf |
| Linear Combination of Exponential Moving Averages for Wireless Channel Prediction / Formis, Gabriele; Scanzio, Stefano; Cena, Gianluca; Valenzano, Adriano. - (2023), pp. 1-6. (Intervento presentato al convegno 2023 IEEE 21st International Conference on Industrial Informatics (INDIN) tenutosi a Lemgo (DEU) nel 18-20 July 2023) [10.1109/INDIN51400.2023.10218083]. | 1-gen-2023 | Formis, GabrieleScanzio, StefanoCena, GianlucaValenzano, Adriano | Linear_Combination_of_Exponential_Moving_Averages_for_Wireless_Channel_Prediction.pdf |
| On the Use of Artificial Neural Networks to Predict the Quality of Wi-Fi Links / Colletto, ALBERTO SALVATORE; Scanzio, Stefano; Formis, Gabriele; Cena, Gianluca. - In: IEEE ACCESS. - ISSN 2169-3536. - 11:(2023), pp. 120082-120094. [10.1109/ACCESS.2023.3327523] | 1-gen-2023 | Alberto Salvatore CollettoStefano ScanzioGabriele FormisGianluca Cena | 2023_IEEE_ACCESS_ML.pdf; On_the_Use_of_Artificial_Neural_Networks_to_Predict_the_Quality_of_Wi-Fi_Links.pdf |
| Predicting Wireless Channel Quality by means of Moving Averages and Regression Models / Formis, G; Scanzio, S; Cena, G; Valenzano, A. - (2023), pp. 1-8. (Intervento presentato al convegno 2023 IEEE 19th International Conference on Factory Communication Systems (WFCS) tenutosi a Pavia nel 26-28 April 2023) [10.1109/WFCS57264.2023.10144122]. | 1-gen-2023 | Formis, GScanzio, SCena, GValenzano, A | Predicting_Wireless_Channel_Quality_by_Means_of_Moving_Averages_and_Regression_Models.pdf |
| Evaluating and Modeling IEEE 802.15.4 TSCH Resilience against Wi-Fi Interference in New-Generation Highly-Dependable Wireless Sensor Networks / Cena, Gianluca; Demartini, Claudio G.; Vakili, Mohammad Ghazi; Scanzio, Stefano; Valenzano, Adriano; Zunino, Claudio. - In: AD HOC NETWORKS. - ISSN 1570-8705. - STAMPA. - 106:102199(2020). [10.1016/j.adhoc.2020.102199] | 1-gen-2020 | Cena, GianlucaDemartini, Claudio G.Vakili, Mohammad GhaziScanzio, StefanoValenzano, AdrianoZunino, Claudio | 2019_AHN_TSCH.pdf; 1-s2.0-S1570870519310509-main.pdf |
| From Real Data of Wireless Sensor Networks based on TSCH, to a Prediction of Reliability, Power Consumption, and Latency (dataset) / Scanzio, Stefano; GHAZI VAKILI, Mohammad; Cena, Gianluca; Demartini, CLAUDIO GIOVANNI; Montrucchio, Bartolomeo; Valenzano, Adriano; Zunino, Claudio. - ELETTRONICO. - (2020). [10.21227/fg62-bp39] | 1-gen-2020 | Stefano ScanzioMohammad Ghazi VakiliGianluca CenaClaudio Giovanni DemartiniBartolomeo MontrucchioAdriano ValenzanoClaudio Zunino | - |
| Wireless Sensor Networks and TSCH: a compromise between Reliability, Power Consumption and Latency / Scanzio, Stefano; Vakili, Mohammad Ghazi; Cena, Gianluca; Demartini, Claudio Giovanni; Montrucchio, Bartolomeo; Valenzano, Adriano; Zunino, Claudio. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 8:(2020), pp. 167042-167058. [10.1109/ACCESS.2020.3022434] | 1-gen-2020 | Scanzio, StefanoVakili, Mohammad GhaziCena, GianlucaDemartini, Claudio GiovanniMontrucchio, BartolomeoValenzano, AdrianoZunino, Claudio | 6tisch.pdf |