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Stefano Scanzio - Publications

ISI Journals

[J17] G. Cena, C. G. Demartini, M. Ghazi Vakili, S. Scanzio, A. Valenzano and C. Zunino, “Evaluating and Modeling IEEE 802.15.4 TSCH Resilience against Wi-Fi Interference in New-Generation Highly-Dependable Wireless Sensor Networks,” in Ad Hoc Networks, 2020. doi: 10.1016/j.adhoc.2020.102199

[J16] P. Gaj, S. Scanzio and L. Wisniewski, “Heterogeneous Industrial Networks of the Current and Next-Generation Factories,” in IEEE Transactions on Industrial Informatics, 2020. doi: 10.1109/TII.2020.2976796

[J15] G. Cena, S. Scanzio and A. Valenzano, “SDMAC: A Software-Defined MAC for Wi-Fi to Ease Implementation of Soft Real-time Applications,” in IEEE Transactions on Industrial Informatics, vol. 15, no. 6, pp. 3143-3154, June 2019. doi: 10.1109/TII.2018.2873205

[J14] G. Cena, S. Scanzio and A. Valenzano, “Experimental Evaluation of Techniques to Lower Spectrum Consumption in Wi-Red,” in IEEE Transactions on Wireless Communications, vol. 18, no. 2, pp. 824-837, Feb. 2019. doi: 10.1109/TWC.2018.2884914

[J13] G. Cena, S. Scanzio and A. Valenzano, “Improving Effectiveness of Seamless Redundancy in Real Industrial Wi-Fi Networks,” in IEEE Transactions on Industrial Informatics, vol. 14, no. 5, pp. 2095-2107, May 2018. doi: 10.1109/TII.2017.2759788

[J12] G. Cena, S. Scanzio and A. Valenzano, “Experimental Evaluation of Seamless Redundancy Applied to Industrial Wi-Fi Networks,” in IEEE Transactions on Industrial Informatics, vol. 13, no. 2, pp. 856-865, April 2017. doi: 10.1109/TII.2017.2759788

[J11] L. Seno, G. Cena, S. Scanzio, A. Valenzano and C. Zunino, “Enhancing Communication Determinism in Wi-Fi Networks for Soft Real-Time Industrial Applications,” in IEEE Transactions on Industrial Informatics, vol. 13, no. 2, pp. 866-876, April 2017. doi: 10.1109/TII.2016.2641468

[J10] G. Cena, S. Scanzio and A. Valenzano, “Seamless Link-Level Redundancy to Improve Reliability of Industrial Wi-Fi Networks,” in IEEE Transactions on Industrial Informatics, vol. 12, no. 2, pp. 608-620, April 2016. doi: 10.1109/TII.2016.2641468 (Winner of the “2017 Best Paper Award for the IEEE Transactions on Industrial Informatics”)

[J9] M. Mongelli and S. Scanzio, “A neural approach to synchronization in wireless networks with heterogeneous sources of noise,” in Ad Hoc Networks, vol. 49, pp. 1-16, October 2016. doi: 10.1109/TII.2016.2641468

[J8] G. Cena, S. Scanzio, A. Valenzano and C. Zunino, “Implementation and Evaluation of the Reference Broadcast Infrastructure Synchronization Protocol,” in IEEE Transactions on Industrial Informatics, vol. 11, no. 3, pp. 801-811, June 2015. doi: 10.1109/TII.2015.2396003

[J7] M. Mongelli and S. Scanzio, “Approximating Optimal Estimation of Time Offset Synchronization With Temperature Variations,” in IEEE Transactions on Instrumentation and Measurement, vol. 63, no. 12, pp. 2872-2881, Dec. 2014. doi: 10.1109/TIM.2014.2320400

[J6] G. Cena, I. Cibrario Bertolotti, S. Scanzio, A. Valenzano and C. Zunino, “Synchronize Your Watches: Part II: Special-Purpose Solutions for Distributed Real-Time Control,” in IEEE Industrial Electronics Magazine, vol. 7, no. 2, pp. 27-39, June 2013. doi: 10.1109/MIE.2013.2248431

[J5] G. Cena, I. C. Bertolotti, S. Scanzio, A. Valenzano and C. Zunino, “Synchronize your watches: Part I: General-purpose solutions for distributed real-time control,” in IEEE Industrial Electronics Magazine, vol. 7, no. 1, pp. 18-29, March 2013. doi: 10.1109/MIE.2012.2232354

[J4] G. Cena, I. C. Bertolotti, S. Scanzio, A. Valenzano and C. Zunino, “Evaluation of EtherCAT Distributed Clock Performance,” in IEEE Transactions on Industrial Informatics, vol. 8, no. 1, pp. 20-29, Feb. 2012. doi: 10.1109/TII.2011.2172434

[J3] M. Cereia, I. C. Bertolotti and S. Scanzio, “Performance of a Real-Time EtherCAT Master Under Linux,” in IEEE Transactions on Industrial Informatics, vol. 7, no. 4, pp. 679-687, Nov. 2011. doi: 10.1109/TII.2011.2166777

[J2] S. Scanzio, S. Cumani, R. Gemello, F. Mana and P. Laface, “Parallel implementation of Artificial Neural Network training for speech recognition,” in Pattern Recognition Letters, vol. 31, no. 11, pp. 1302-1309, 1 August 2010. doi: 10.1016/j.patrec.2010.02.003

[J1] R. Gemello, F. Mana, S. Scanzio, P. Laface and R. De Mori, “Linear hidden transformations for adaptation of hybrid ANN/HMM models,” in Speech Communication, vol. 49, no. 10–11, pp. 827-835, October–November 2007. doi: 10.1016/j.specom.2006.11.005

Books

[B1] S. Scanzio, “Speeding-up Artificial Neural Networks: A Speech Recognition example”, Lambert Academic Publishing (LAP), Saarbrucken (DEU), 2012, ISBN: 978-3-659-20482-1

Books Chapters

[C4] S. Scanzio (2018). “Architecture of an Open-Source Real-Time Distributed Cyber Physical System”. In M. Khosrow-Pour, D.B.A., Encyclopedia of Information Science and Technology, Fourth Edition, pp. 1227-1237, IGI Global, 2018, ISBN: 978-1-5225-2255-3. doi: 10.4018/978-1-5225-2255-3.ch106

[C3] G. Cena, S. Scanzio, A, Valenzano, C. Zunino (2014), “Ethernet for Control Automation Technology Industrial Communication Technology”. In R. Zurawski, Handbook 2nd Edition, pp. 18/1-18/27, 2014

[C2] S. Scanzio, (2011). “SoftPLC-based control: a comparison between commercial and open- source EtherCAT technologies”. In Mohammad Ayoub Khan, Abdul Quaiyum Ansari, Industrial Informatics and Manufacturing Intelligence: Innovations and Solutions, IGI global, March 2012, ISBN: 978-1-4666-0294-6

[C1] G. Cena, S. Scanzio, S. Vitturi, C. Zunino (2011). “Industrial Ethernet and TCP/IP-based systems”. In Bela G. Liptak (Ed. 4), Instrument Engineers’ Handbook: Process Software and Digital Networks, Fourth Edition. CRC PRESS, 16 August 2011, ISBN: 978-1-439817-7-66

Standards

[ST1] IEEE Standard for Industrial Hard Real-Time Communication,“ in IEEE Std 61158-2017 (Adoption of EPSG DS 301), vol., no., pp.1-395, Aug. 31 2017. doi: 10.1109/IEEESTD.2017.8024204

Proceedings

[P43] G. Cena, S. Scanzio, L. Seno, A. Valenzano, C. Zunino, “Energy-efficient Link Capacity Overprovisioning in Time Slotted Channel Hopping Networks,” 16th IEEE International Conference on Factory Communication Systems (WFCS 2020), Porto, Portugal, 2020, pp. 1-8. doi 10.1109/WFCS47810.2020.9114449 (winner of the “Best Paper Award”)

[P42] G. Cena, S. Scanzio, L. Seno, A. Valenzano and C. Zunino (2019). “A Software-Defined Retransmission Mechanism to Manage Real-Time Traffic in Wi-Fi Networks”. In: M. Palattella, S. Scanzio, S. Coleri Ergen S. (eds) Ad-Hoc, Mobile, and Wireless Networks. ADHOC-NOW 2019. Lecture Notes in Computer Science, vol 11803. Springer, Cham, ISBN: 978-3-030-31830-7 doi: 10.1007/978-3-030-31831-4_19

[P41] G. Cena, S. Scanzio, L. Seno and A. Valenzano (2019). “Comparison of Mixed Diversity Schemes to Enhance Reliability of Wireless Networks”. In: M. Palattella, S. Scanzio, S. Coleri Ergen (eds) Ad-Hoc, Mobile, and Wireless Networks. ADHOC-NOW 2019. Lecture Notes in Computer Science, vol 11803. Springer, Cham, ISBN: 978-3-030-31830-7 doi: 10.1007/978-3-030-31831-4_9

[P40] G. Cena, S. Scanzio, A. Valenzano and C. Zunino, “Experimental Analysis and Comparison of Industrial IoT Devices based on TSCH,” IEEE 24th International Conference on Emerging Technologies and Factory Automation (ETFA 2019), Zaragoza, Spain, 2019, pp. 184-191. doi: 10.1109/ETFA.2019.8869410

[P39] G. Cena, S. Scanzio, A. Valenzano and C. Zunino, “A Full-Wireless Network Architecture Based on the Industrial Internet of Things Paradigm,” IEEE 24th International Conference on Emerging Technologies and Factory Automation (ETFA 2019), Zaragoza, Spain, 2019, pp. 1301-1304. doi: 10.1109/ETFA.2019.8869005

[P38] G. Cena, S. Scanzio, L. Seno and A. Valenzano, “Optimal retransmission allocation for EDF-based networked real-time applications,” 15th IEEE International Workshop on Factory Communication Systems (WFCS 2019), Sundsvall, Sweden, 2019, pp. 1-8. doi: 10.1109/WFCS.2019.8758018 (winner of the “Best Paper Award”)

[P37] G. Cena, S. Scanzio and A. Valenzano, “A Prototype Implementation of Wi-Fi Seamless Redundancy with Reactive Duplication Avoidance,” IEEE 23rd International Conference on Emerging Technologies and Factory Automation (ETFA 2018), Turin, 2018, pp. 179-186. doi: 10.1109/ETFA.2018.8502636

[P36] G. Cena, S. Scanzio and A. Valenzano, “A neural network clock discipline algorithm for the RBIS clock synchronization protocol,” IEEE 14th International Workshop on Factory Communication Systems (WFCS 2018), Imperia, 2018, pp. 1-10. doi: 10.1109/WFCS.2018.8402342

[P35] G. Cena, S. Scanzio, L. Seno and A. Valenzano, “Deadline-Constrained Repeat reQuest mechanisms for wireless communication channels,” IEEE 14th International Workshop on Factory Communication Systems (WFCS 2018), Imperia, 2018, pp. 1-10. doi: 10.1109/WFCS.2018.8402340

[P34] G. Cena, S. Scanzio and A. Valenzano, “Adaptive duplication avoidance for Wi-Red,” IEEE 14th International Workshop on Factory Communication Systems (WFCS), Imperia, 2018, pp. 1-5. doi: 10.1109/WFCS.2018.8402369

[P33] G. Cena, S. Scanzio and A. Valenzano, “A software-defined MAC architecture for Wi-Fi operating in user space on conventional PCs,” IEEE 13th International Workshop on Factory Communication Systems (WFCS 2017), Trondheim, 2017, pp. 1-10. doi: 10.1109/WFCS.2017.7991945 (winner of the “Best Paper Award”)

[P32] G. Cena, S. Scanzio and A. Valenzano, “Duplication avoidance mechanisms to reduce bandwidth usage in redundant Wi-Fi networks,” IEEE 13th International Workshop on Factory Communication Systems (WFCS 2017), Trondheim, 2017, pp. 1-10. doi: 10.1109/WFCS.2017.7991946

[P31] G. Cena, S. Scanzio, L. Seno and A. Valenzano, “A fixed-priority access scheme for industrial Wi-Fi networks,” Annual Conference of the IEEE Industrial Electronics Society (IECON 2016), Florence, 2016, pp. 4633-4638. doi: 10.1109/IECON.2016.7793182

[P30] G. Cena, S. Scanzio and A. Valenzano, “Design guidelines to improve reliability of seamless redundancy in Wi-Fi networks,” IEEE International Conference on Emerging Technologies and Factory Automation (ETFA 2016), Berlin, 2016, pp. 1-8. doi: 10.1109/ETFA.2016.7733500

[P29] G. Cena, S. Scanzio, L. Seno and A. Valenzano, “A soft real-time scheduling framework for wireless industrial sensor actuator networks,” IEEE Symposium on Industrial Embedded Systems (SIES 2016), Krakow, 2016, pp. 1-11. doi: 10.1109/SIES.2016.7509416

[P28] G. Cena, S. Scanzio and A. Valenzano, “Experimental characterization of redundant channels in industrial Wi-Fi networks,” IEEE World Conference on Factory Communication Systems (WFCS 2016), Aveiro, 2016, pp. 1-4. doi: 10.1109/WFCS.2016.7496511

[P27] G. Cena, S. Scanzio, L. Seno, A. Valenzano and C. Zunino, “Combining reliability and timeliness in industrial wireless networks: An experimental assessment,” IEEE World Conference on Factory Communication Systems (WFCS 2016), Aveiro, 2016, pp. 1-4. doi: 10.1109/WFCS.2016.7496505

[P26] G. Cena, S. Scanzio and A. Valenzano, “Reliable comparison of clock discipline algorithms for time synchronization protocols,” IEEE Conference on Emerging Technologies & Factory Automation (ETFA 2015), Luxembourg, 2015, pp. 1-9. doi: 10.1109/ETFA.2015.7301461

[P25] G. Cena, S. Scanzio, A. Valenzano and C. Zunino, “A unified clock synchronization protocol for infrastructure wireless LANs,” IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow (RTSI 2015), Turin, 2015, pp. 508-515. doi: 10.1109/RTSI.2015.7325149

[P24] A. Autolitano, D. Brevi, G. Cena, P. Cultrona, G. Marchetto, F. Rusinà, S. Scanzio, R. Scopigno and R. Sisto, “Wireless for the factory: The Wi-Fact analysis,” IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow (RTSI 2015), Turin, 2015, pp. 403-410. doi: 10.1109/RTSI.2015.7325132

[P23] G. Cena, S. Scanzio, A. Valenzano and C. Zunino, “Dynamic duplicate deferral techniques for redundant Wi-Fi networks,” IEEE Emerging Technology and Factory Automation (ETFA 2014), Barcelona, 2014, pp. 1-8. doi: 10.1109/ETFA.2014.7005156

[P22] G. Cena, S. Scanzio, A. Valenzano and C. Zunino, “An enhanced MAC to increase reliability in redundant Wi-Fi networks,” IEEE Workshop on Factory Communication Systems (WFCS 2014), Toulouse, 2014, pp. 1-10. doi: 10.1109/WFCS.2014.6837591

[P21] G. Cena, S. Scanzio, A. Valenzano and C. Zunino, “Wireless machine vision systems based on COTS equipment,” IEEE International Workshop on Factory Communication Systems (WFCS 2012), Lemgo, 2012, pp. 3-12. doi: 10.1109/WFCS.2012.6242535

[P20] G. Cena, S. Scanzio, A. Valenzano and C. Zunino, “The reference-broadcast infrastructure synchronization protocol,” IEEE International Conference on Emerging Technologies & Factory Automation (ETFA 2012), Krakow, 2012, pp. 1-4. doi: 10.1109/ETFA.2012.6489696

[P19] M. Cereia and S. Scanzio, “A user space EtherCAT master architecture for hard real-time control systems,” IEEE International Conference on Emerging Technologies & Factory Automation (ETFA 2012), Krakow, 2012, pp. 1-8. doi: 10.1109/ETFA.2012.6489584

[P18] G. Cena, M. Cereia, S. Scanzio, A. Valenzano and C. Zunino, “A high-performance CUDA-based computing platform for industrial control systems,” IEEE International Symposium on Industrial Electronics (ISIE 2011), Gdansk, 2011, pp. 1169-1174. doi: 10.1109/ISIE.2011.5984209

[P17] G. Cena, S. Scanzio, A. Valenzano and C. Zunino, “Evaluation of the real-time properties of open-source protocol stacks,” IEEE Conference on Emerging Technologies & Factory Automation (ETFA 2011), Toulouse, 2011, pp. 1-8. doi: 10.1109/ETFA.2011.6059003

[P16] G. Cena, M. Cereia, I. C. Bertolotti, S. Scanzio, A. Valenzano and C. Zunino, “A software implementation of IEEE 1588 on RTAI/RTnet platforms,” IEEE Conference on Emerging Technologies & Factory Automation (ETFA 2010), Bilbao, 2010, pp. 1-8. doi: 10.1109/ETFA.2010.5640955

[P15] G. Cena, S. Scanzio, A. Valenzano and C. Zunino, “Performance analysis of switched EtherCAT Networks,” IEEE Conference on Emerging Technologies & Factory Automation (ETFA 2010), Bilbao, 2010, pp. 1-4. doi: 10.1109/ETFA.2010.5641186

[P14] G. Cena, I. Cibrario Bertolotti, S. Scanzio, A. Valenzano and C. Zunino, “On the accuracy of the dis- tributed clock mechanism in EtherCAT,” IEEE International Workshop on Factory Communication Systems Proceedings (WFCS 2010), Nancy, 2010, pp. 43-52. doi: 10.1109/WFCS.2010.5548638 (winner of the “Best Paper Award”)

[P13] G. Cena, M. Cereia, I. Cibrario Bertolotti and S. Scanzio, “A MODBUS extension for inexpensive distributed embedded systems,” IEEE International Workshop on Factory Communication Systems Proceedings (WFCS 2010), Nancy, 2010, pp. 251-260. doi: 10.1109/WFCS.2010.5548625

[P12] G. Cena, S. Scanzio, A. Valenzano and C. Zunino, “A distribute-merge switch for EtherCAT networks,” IEEE International Workshop on Factory Communication Systems Proceedings (WFCS 2010), Nancy, 2010, pp. 121-130. doi: 10.1109/WFCS.2010.5548631

[P11] M. Cereia, I. Cibrario Bertolotti and S. Scanzio, “Performance evaluation of an EtherCAT master using Linux and the RT Patch,” IEEE International Symposium on Industrial Electronics (ISIE 2010), Bari, 2010, pp. 1748-1753. doi: 10.1109/ISIE.2010.5637989

[P10] G. Cena, S. Scanzio, A. Valenzano and C. Zunino, “Performance evaluation of the EtherCAT distributed clock algorithm,” IEEE International Symposium on Industrial Electronics (ISIE 2010), Bari, 2010, pp. 3398-3403. doi: 10.1109/ISIE.2010.5637460

[P9] S. Scanzio, S. Cumani, R. Gemello, F. Mana and P. Laface, “Parallel implementation of artificial neural network training,” IEEE International Conference on Acoustics Speech and Signal Processing Proceedings (ICASSP 2010), Dallas, TX, 2010, pp. 4902-4905. doi: 10.1109/ICASSP.2010.5495108

[P8] S. Scanzio, P. Laface, D. Colibro and R. Gemello, “Word Confidence using Duration Models,” Conference of the International Speech Communication Association (INTERSPEECH 2009), Brighton, pp. 1207-1210, 7-10 September 2009

[P7] S. Scanzio, P. Laface, L. Fissore, R. Gemello and F. Mana, “On the Use of a Multilingual Neural Network Front-End,” Conference of the International Speech Communication Association (INTERSPEECH 2008), Brisbane, pp. 2711-2714, September 2008

[P6] S. Scanzio, P. Laface, R. Gemello and F. Mana, “Speeding-Up Neural Network Training Using Sen- tence and Frame Selection,” Conference of the International Speech Communication Association (INTERSPEECH 2007), Antwerp, pp. 1725-1728, August 2007

[P5] R. Gemello, F. Mana and S. Scanzio, “Experiments on Hiwire Database Using Denoising and Adap- tation with a Hybrid HMM-ANN Model,” Conference of the International Speech Communication Association (INTERSPEECH 2007), Antwerp, pp. 2429-2432, August 2007

[P4] S. Scanzio, D. Albesano, R. Gemello, P. Laface and F. Mana, “Adapting hybrid ANN/HMM to speech variations,” Speech Recognition and Intrinsic Variation (SRIV 2006), Toulouse, pp. 143-147, May 2006

[P3] S. Scanzio, P. Laface, R. Gemello and F. Mana, “Adaptation of Hybrid ANN/HMM Using Weights Interpolation,” IEEE International Conference on Acoustics Speech and Signal Processing Proceed- ings (ICASSP 2006), Toulouse, pp. 1033-1036, May 2006. doi: 10.1109/ICASSP.2006.1661455

[P2] R. Gemello, F. Mana, S. Scanzio, P. Laface and R. De Mori, “Adaptation of Hybrid ANN/HMM Models Using Linear Hidden Transformations and Conservative Training,” IEEE International Conference on Acoustics Speech and Signal Processing Proceedings (ICASSP 2006), Toulouse, pp. 1189-1192, May 2006. doi: 10.1109/ICASSP.2006.1660239

[P1] D. Albesano, R. Gemello, P. Laface, F. Mana and S. Scanzio, “Adaptation of Artificial Neu- ral Networks Avoiding Catastrophic Forgetting,” IEEE International Joint Conference on Neu- ral Network Proceedings (IJCNN 2006), Vancouver, BC, pp. 1554-1561, July 2006. doi: 10.1109/IJCNN.2006.246618

Proceedings (Italian conferences)

[O2] S. Scanzio, M. Cheminod and C. Zunino, “Stack Open-Source e Real-Time,” AICA Italian National Conference (AICA 2011), Torino, pp. 1-8, 2011

[O1] M. Cereia and S. Scanzio, “Aspetti di Sicurezza nelle Reti per la Safety,” AICA Italian National Conference (AICA 2011), Torino, pp. 1-8, 2011


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