PAOLO DI LORENZO

Professore associato


email: paolo.dilorenzo@uniroma1.it
telefono: 0644585824
edificio: RM033 - S. Pietro in Vincoli - Edificio C
stanza: 116

Paolo Di Lorenzo è Professore Associato presso il Dipartimento di Ingegneria dell'Informazione, Elettronica e Telecomunicazioni dell’Università Sapienza di Roma. Ha ricevuto la laurea specialistica e il dottorato di ricerca (magna cum laude) in Ingegneria delle Telecomunicazioni nel 2008 e nel 2012, presso l’Università Sapienza di Roma. Da settembre 2010 ad aprile 2011, ha ricoperto un incarico di ricerca presso il Dipartimento di Ingegneria Elettrica dell'Università della California a Los Angeles, sotto la supervisione del Prof. Ali H. Sayed. Da marzo 2012 ad aprile 2015 è stato ricercatore post-dottorato presso il Dipartimento di Ingegneria dell'Informazione, Elettronica e Telecomunicazioni, Sapienza Università di Roma. La sua ricerca è stata supportata da tre progetti di ricerca europei: FREEDOM, su reti femtocellulari; SIMTISYS, sul rilevamento di bersagli in movimento attraverso costellazioni satellitari; e TROPIC, sul calcolo distribuito, lo storage e l'allocazione delle risorse radio in reti femtocellulari cooperative. Da maggio 2015 a febbraio 2018 è stato Assistant Professor (RTD A) presso il Dipartimento di Ingegneria, Università degli Studi di Perugia, Italia. Da marzo 2018 a febbraio 2021 è stato Assistant Professor (RTD B) presso il Dipartimento di Ingegneria dell'Informazione, Elettronica e Telecomunicazioni, Sapienza Università di Roma, Italia. Da gennaio 2021 è responsabile di unità di ricerca (Sapienza - CNIT) per il progetto europeo H2020 dal titolo: RISE-6G, Reconfigurable Intelligent Sustainable Environments for 6G Wireless Networks. I suoi principali interessi di ricerca riguardano: teoria e metodi di elaborazione del segnale, apprendimento su reti complesse, ottimizzazione distribuita per l'analisi dei big data, elaborazione di segnali definiti su grafi, mobile edge computing mobile per reti 5G, comunicazioni wireless, teoria dei grafi e radar ad apertura sintetica. Ha ricevuto tre best student paper awards sponsorizzati dalla IEEE Signal Processing Society e dalla European Signal Processing Society (EURASIP). È stato anche destinatario del premio GTTI 2012 per la migliore tesi di dottorato in tecnologie dell'informazione e della comunicazione. È Associate Editor per le IEEE Transactions on Signal and Information Processing over Networks e per l'EURASIP Journal on Advances in Signal Processing. È stato Lead Guest Editor del numero speciale intitolato "Optimization, Learning, and Adaptation over Networks" per l’EURASIP Journal on Advances in Signal Processing nel dicembre 2017. È membro senior della IEEE. È membro della IEEE signal processing society e della European signal processing society. Da novembre 2018 è membro del Big Data Special Interest Group (BIG DATA SIG) della IEEE Signal Processing Society.

Produzione scientifica

11573/1478714 - 2021 - Dynamic resource optimization for decentralized estimation in energy harvesting IoT networks
Battiloro, Claudio; Di Lorenzo, Paolo; Banelli, Paolo; Barbarossa, Sergio - 01a Articolo in rivista
rivista: IEEE INTERNET OF THINGS JOURNAL (Piscataway, NJ : Institute of Electrical and Electronics Engineers, 2014-.) pp. 1-13 - issn: 2327-4662 - wos: WOS:000648206800056 (2) - scopus: 2-s2.0-85098762967 (2)

11573/1486181 - 2021 - Distributed training of graph convolutional networks
Scardapane, Simone; Spinelli, Indro; Di Lorenzo, Paolo - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS (New York, NY : IEEE Signal Processing Society [u.a.]) pp. 87-100 - issn: 2373-776X - wos: WOS:000608678000001 (4) - scopus: 2-s2.0-85098777287 (6)

11573/1605507 - 2021 - Online learning of time-varying signals and graphs
Sardellitti, Stefania; Barbarossa, Sergio; Di Lorenzo, Paolo - 04b Atto di convegno in volume
congresso: 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2021 (Toronto; Canada - Virtual)
libro: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings - (978-1-7281-7605-5)

11573/1615933 - 2021 - Dynamic resource optimization for adaptive federated learning at the wireless network edge
Di Lorenzo, Paolo; Battiloro, Claudio; Barbarossa, Sergio - 04b Atto di convegno in volume
congresso: 2021 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2021 (Toronto, Canada)
libro: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings - (978-1-7281-7605-5)

11573/1630907 - 2021 - Wireless Edge Machine Learning: Resource Allocation and Trade-Offs
Merluzzi, Mattia; Di Lorenzo, Paolo; Barbarossa, Sergio - 01a Articolo in rivista
rivista: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 45377-45398 - issn: 2169-3536 - wos: WOS:000634455200001 (4) - scopus: 2-s2.0-85103173681 (11)

11573/1630911 - 2021 - Discontinuous Computation Offloading for Energy-Efficient Mobile Edge Computing
Merluzzi, Mattia; Di Lorenzo, Paolo; Barbarossa, Sergio - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING ([New York, NY : Institute of Electrical and Electronics Engineers], 1986-) pp. 1-1 - issn: 2473-2400 - wos: (0) - scopus: 2-s2.0-85118654547 (0)

11573/1630916 - 2021 - Wireless environment as a service enabled by reconfigurable intelligent surfaces: The RISE-6G perspective
Di Lorenzo, Paolo - 04b Atto di convegno in volume
congresso: Joint 30th European Conference on Networks and Communications and 3rd 6G Summit, EuCNC/6G Summit 2021 (prt)
libro: 2021 Joint European Conference on Networks and Communications and 6G Summit, EuCNC/6G Summit 2021 - (978-1-6654-1526-2)

11573/1630920 - 2021 - Dynamic Ensemble Inference at the Edge
Merluzzi, Mattia; Martino, Alessio; Costanzo, Francesca; Di Lorenzo, Paolo; Barbarossa, Sergio - 04b Atto di convegno in volume
congresso: 2021 IEEE Global Communications Conference, GLOBECOM 2021 (Trade Fair Institution of Madrid (IFEMA), esp)
libro: 2021 IEEE Global Communications Conference, GLOBECOM 2021 - Proceedings - (978-1-7281-8104-2)

11573/1384768 - 2020 - Dynamic computation offloading in multi-access edge computing via ultra-reliable and low-latency communications
Merluzzi, Mattia; Di Lorenzo, Paolo; Barbarossa, Sergio - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS (New York, NY : IEEE Signal Processing Society [u.a.]) pp. 342-356 - issn: 2373-776X - wos: WOS:000535924000001 (26) - scopus: 2-s2.0-85081978964 (33)

11573/1384778 - 2020 - Distributed signal processing and optimization based on in-network subspace projections
Di Lorenzo, Paolo; Barbarossa, Sergio; Sardellitti, Stefania - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON SIGNAL PROCESSING (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 2061-2076 - issn: 1053-587X - wos: WOS:000531385700001 (4) - scopus: 2-s2.0-85084387580 (6)

11573/1390284 - 2020 - Dynamic resource allocation for wireless edge machine learning with latency and accuracy guarantees
Merluzzi, Mattia; Di Lorenzo, Paolo; Barbarossa, Sergio - 04b Atto di convegno in volume
congresso: IEEE International Conference on Acoustic Speech and Signal Processing (ICASSP 2020) (Barcelona; Spain)
libro: Prooceedings of IEEE International Conference on Acoustic Speech and Signal Processing (ICASSP 2020) - (978-150906631-5)

11573/1434728 - 2020 - A joint Markov model for communities, connectivity and signals defined over graphs
Colonnese, Stefania; Di Lorenzo, Paolo; Cattai, Tiziana; Scarano, Gaetano; De Vico Fallani, Fabrizio - 01a Articolo in rivista
rivista: IEEE SIGNAL PROCESSING LETTERS (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 1160-1164 - issn: 1070-9908 - wos: WOS:000550626200006 (3) - scopus: 2-s2.0-85088855971 (3)

11573/1441140 - 2020 - Observing and tracking bandlimited graph processes from sampled measurements
Banelli, Paolo; Di Lorenzo, Paolo - 01a Articolo in rivista
rivista: SIGNAL PROCESSING (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. - - issn: 0165-1684 - wos: WOS:000568807400006 (6) - scopus: 2-s2.0-85089575546 (7)

11573/1450433 - 2020 - Distributed tensor completion over networks
Battiloro, Claudio; Di Lorenzo, Paolo - 04b Atto di convegno in volume
congresso: 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 (Barcelona)
libro: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings - (978-1-5090-6631-5)

11573/1450436 - 2020 - Dynamic resource optimization and altitude selection in uav-based multi-access edge computing
Costanzo, Francesca; Di Lorenzo, Paolo; Barbarossa, Sergio - 04b Atto di convegno in volume
congresso: 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 (Barcelona)
libro: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings - (978-1-5090-6631-5)

11573/1250686 - 2019 - Graph topology inference based on sparsifying transform learning
Sardellitti, Stefania; Barbarossa, Sergio; Di Lorenzo, Paolo - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON SIGNAL PROCESSING (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 1712-1727 - issn: 1053-587X - wos: WOS:000458848300003 (26) - scopus: 2-s2.0-85061052702 (29)

11573/1282617 - 2019 - Dynamic joint resource allocation and user assignment in multi-access edge computing
Merluzzi, Mattia; Di Lorenzo, Paolo; Barbarossa, Sergio - 04b Atto di convegno in volume
congresso: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (Brighton)
libro: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - (978-1-4799-8131-1)

11573/1282640 - 2019 - Joint resource allocation for latency-constrained dynamic computation offloading with MEC
Merluzzi, Mattia; Di Lorenzo, Paolo; Barbarossa, Sergio - 04b Atto di convegno in volume
congresso: IEEE Wireless Communications and Networking Conference (IEEE WCNC) (Marrakec; Morocco)
libro: IEEE Wireless Communications and Networking Conference - ()

11573/1282668 - 2019 - Latency-constrained dynamic computation offloading with energy harvesting IoT devices
Merluzzi, Mattia; Di Lorenzo, Paolo; Barbarossa, Sergio - 04b Atto di convegno in volume
congresso: IEEE International Conference on Computer Communications (INFOCOM) (Parigi)
libro: IEEE International Conference on Computer Communications - ()

11573/1283382 - 2019 - Distributed data clustering over networks
Altilio, Rosa; Di Lorenzo, Paolo; Panella, Massimo - 01a Articolo in rivista
rivista: PATTERN RECOGNITION (Elsevier Science Limited:Oxford Fulfillment Center, PO Box 800, Kidlington Oxford OX5 1DX United Kingdom:011 44 1865 843000, 011 44 1865 843699, EMAIL: asianfo@elsevier.com, tcb@elsevier.co.UK, INTERNET: http://www.elsevier.com, http://www.elsevier.com/locate/shpsa/, Fax: 011 44 1865 843010) pp. 603-620 - issn: 0031-3203 - wos: WOS:000472697800046 (12) - scopus: 2-s2.0-85065527052 (13)

11573/1385576 - 2019 - Network energy efficient mobile edge computing with reliability guarantees
Merluzzi, Mattia; Di Lorenzo, Paolo; Barbarossa, Sergio - 04b Atto di convegno in volume
congresso: 2019 IEEE Global Communications Conference, GLOBECOM 2019 (Waikoloa, HI; USA)
libro: 2019 IEEE Global Communications Conference, GLOBECOM 2019 - Proceedings - (978-1-7281-0962-6)

11573/1392736 - 2019 - Enabling prediction via multi-layer graph inference and sampling
Sardellitti, Stefania; Barbarossa, Sergio; Di Lorenzo, Paolo - 04b Atto di convegno in volume
congresso: 13th International Conference on Sampling Theory and Applications, SampTA 2019 (Bordeaux; France)
libro: 2019 13th International Conference on Sampling Theory and Applications, SampTA 2019 - (978-1-7281-3741-4)

11573/1392820 - 2019 - Distributed signal recovery based on in-network subspace projections
Di Lorenzo, Paolo; Barbarossa, Sergio; Sardellitti, Stefania - 04b Atto di convegno in volume
congresso: 44th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 (Brighton; United Kingdom)
libro: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings - (978-1-4799-8131-1)

11573/1392837 - 2019 - Distributed adaptive learning of graph processes via in-network subspace projections
Di Lorenzo, Paolo; Barbarossa, Sergio; Sardellitti, Stefania - 04b Atto di convegno in volume
congresso: 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019 (Pacific Grove; United States)
libro: Conference Record - Asilomar Conference on Signals, Systems and Computers - (978-1-7281-4300-2)

11573/1450441 - 2019 - Distributed stochastic nonconvex optimization and learning based on successive convex approximation
Di Lorenzo, Paolo; Scardapane, Simone - 04b Atto di convegno in volume
congresso: 53rd Asilomar Conference on Circuits, Systems and Computers, ACSSC 2019 (Pacific Grove; United States)
libro: Conference Record - Asilomar Conference on Signals, Systems and Computers - (978-1-7281-4300-2)

11573/1450457 - 2019 - Dynamic resource optimization for decentralized signal estimation in energy harvesting wireless sensor networks
Di Lorenzo, Paolo; Battiloro, Claudio; Barbarossa, Sergio - 04b Atto di convegno in volume
congresso: 44th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 (Brighton; United Kingdom)
libro: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings - (978-1-4799-8131-1)

11573/1452598 - 2019 - Observing bandlimited graph processes from subsampled measurements
Banelli, Paolo; Di Lorenzo, Paolo - 04b Atto di convegno in volume
congresso: 52nd Asilomar Conference on Signals, Systems and Computers, ACSSC 2018 (usa)
libro: Conference Record - Asilomar Conference on Signals, Systems and Computers - (978-1-5386-9218-9)

11573/1119415 - 2018 - Stochastic training of neural networks via successive convex approximations
Scardapane, Simone; Di Lorenzo, Paolo - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (Piscataway, NJ : Institute of Electrical and Electronics Engineeers) pp. 4947-4956 - issn: 2162-237X - wos: WOS:000445351300032 (3) - scopus: 2-s2.0-85041684459 (4)

11573/1163141 - 2018 - Adaptive graph signal processing: algorithms and optimal sampling strategies
Di Lorenzo, Paolo; Barbarossa, Sergio - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON SIGNAL PROCESSING (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 3584-3598 - issn: 1053-587X - wos: WOS:000435193800014 (39) - scopus: 2-s2.0-85047009891 (47)

11573/1163181 - 2018 - Sampling and recovery of graph signals
Di Lorenzo, Paolo; Barbarossa, Sergio; Banelli, Paolo - 02a Capitolo o Articolo
libro: Cooperative and Graph Signal Processing - (9780128136775)

11573/1163655 - 2018 - Optimal power and bit allocation for graph signal interpolation
Di Lorenzo, Paolo; Barbarossa, Sergio - 04b Atto di convegno in volume
congresso: IEEE International Conference on Acoustics, Speech, and Signal Processing (Calgary; Canada)
libro: IEEE ICASSP 2018 - (978-1-5386-4658-8)

11573/1163701 - 2018 - Distributed wiener-based reconstruction of graph signals
Di Lorenzo, Paolo - 04b Atto di convegno in volume
congresso: 20th IEEE Statistical Signal Processing Workshop, SSP 2018 (Freiburg; Germany)
libro: 2018 IEEE Statistical Signal Processing Workshop, SSP 2018 - (9781538615706)

11573/1282599 - 2018 - Online recovery of time-varying signals defined over dynamic graphs
Di Lorenzo, Paolo; Ceci, Elena - 04b Atto di convegno in volume
congresso: EUSIPCO 2018 (Rome; Italy)
libro: Eusipco 2018 - (978-908279701-5)

11573/1042094 - 2017 - On the graph Fourier transform for directed graphs
Sardellitti, Stefania; Barbarossa, Sergio; Di Lorenzo, Paolo - 01a Articolo in rivista
rivista: IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING (London : Institution of Electrical Engineers) pp. 796-811 - issn: 1932-4553 - wos: WOS:000407758900004 (57) - scopus: 2-s2.0-85028835964 (68)

11573/1042114 - 2017 - Distributed adaptive learning of graph signals
Di Lorenzo, Paolo; Barbarossa, Sergio; Sardellitti, Stefania - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON SIGNAL PROCESSING (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 4193-4208 - issn: 1053-587X - wos: WOS:000404286900004 (31) - scopus: 2-s2.0-85028432914 (36)

11573/1064874 - 2017 - Graph Fourier transform for directed graphs based on Lovász extension of min-cut
Sardellitti, Stefania; Barbarossa, Sergio; Di Lorenzo, Paolo - 04b Atto di convegno in volume
congresso: 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 (New Orleans; United States)
libro: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings - (9781509041176)

11573/1064876 - 2017 - Optimal sampling strategies for adaptive learning of graph signals
Di Lorenzo, Paolo; Barbarossa, Sergio - 04b Atto di convegno in volume
congresso: EUSIPCO 2017 (Kos; Greece)
libro: Proceedings of European Signal Processing Conference (EUSIPCO 2017) - (978-0-9928626-7-1)

11573/1064877 - 2017 - Distributed recursive least squares strategies for adaptive reconstruction of graph signals
Di Lorenzo, Paolo; Banelli, Paolo; Barbarossa, Sergio - 04b Atto di convegno in volume
congresso: EUSIPCO 2017 (Kos, Grecia)
libro: Proceedings of European Signal Processing Conference (EUSIPCO 2017) - (978-0-9928626-7-1)

11573/966754 - 2017 - A framework for parallel and distributed training of neural networks
Scardapane, Simone; Di Lorenzo, Paolo - 01a Articolo in rivista
rivista: NEURAL NETWORKS (Elsevier Science Limited:Oxford Fulfillment Center, PO Box 800, Kidlington Oxford OX5 1DX United Kingdom:011 44 1865 843000, 011 44 1865 843699, EMAIL: asianfo@elsevier.com, tcb@elsevier.co.UK, INTERNET: http://www.elsevier.com, http://www.elsevier.com/locate/shpsa/, Fax: 011 44 1865 843010) pp. 42-54 - issn: 0893-6080 - wos: WOS:000405461500005 (15) - scopus: 2-s2.0-85018724489 (18)

11573/1119372 - 2016 - Distributed nonconvex optimization over time-varying networks
Di Lorenzo, Paolo - 04b Atto di convegno in volume
congresso: IEEE International Conference on Acoustics, Speech, and Signal Processing (Shanghai)
libro: IEEE ICASSP 2016 - ()

11573/1119405 - 2016 - Next: In-network nonconvex optimization
Di Lorenzo, Paolo - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS (New York, NY : IEEE Signal Processing Society [u.a.]) pp. 120-136 - issn: 2373-776X - wos: WOS:000384247500002 (218) - scopus: 2-s2.0-85016282944 (221)

11573/873289 - 2016 - Distributed semi-supervised support vector machines
Scardapane, Simone; Di Lorenzo, Paolo; Panella, Massimo; Uncini, Aurelio - 01a Articolo in rivista
rivista: NEURAL NETWORKS (Elsevier Science Limited:Oxford Fulfillment Center, PO Box 800, Kidlington Oxford OX5 1DX United Kingdom:011 44 1865 843000, 011 44 1865 843699, EMAIL: asianfo@elsevier.com, tcb@elsevier.co.UK, INTERNET: http://www.elsevier.com, http://www.elsevier.com/locate/shpsa/, Fax: 011 44 1865 843010) pp. 43-52 - issn: 0893-6080 - wos: WOS:000377521700005 (38) - scopus: 2-s2.0-84966264868 (43)

11573/936655 - 2016 - Signals on graphs: Uncertainty principle and sampling
Tsitsvero, Mikhail; Barbarossa, Sergio; Di Lorenzo, Paolo - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON SIGNAL PROCESSING (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 4845-4860 - issn: 1053-587X - wos: WOS:000382168500015 (168) - scopus: 2-s2.0-84981346595 (202)

11573/958633 - 2016 - Adaptive Least Mean Squares Estimation of Graph Signals
Di Lorenzo, Paolo; Barbarossa, Sergio; Sardellitti, Stefania - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS (New York, NY : IEEE Signal Processing Society [u.a.]) pp. 555-568 - issn: 2373-776X - wos: WOS:000388201000010 (51) - scopus: 2-s2.0-85041469568 (66)

11573/958745 - 2016 - Graph topology inference based on transform learning
Sardellitti, Stefania; Barbarossa, Sergio; Di Lorenzo, Paolo - 04b Atto di convegno in volume
congresso: 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP) (Washington; United States)
libro: Proc. 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP) - (978-1-5090-4545-7)

11573/958784 - 2016 - Distributed adaptive learning of signals defined over graphs
Di Lorenzo, Paolo; Barbarossa, Sergio; Sardellitti, Stefania - 04b Atto di convegno in volume
congresso: 50th Asilomar Conference on Signals, Systems and Computers, ACSSC 2016 (Asilomar Hotel and Conference Grounds, USA)
libro: Conference Record - Asilomar Conference on Signals, Systems and Computers - (9781538639542)

11573/958810 - 2016 - LMS estimation of signals defined over graphs
Di Lorenzo, Paolo; Barbarossa, Sergio; Sardellitti, Stefania - 04b Atto di convegno in volume
congresso: 24th European Signal Processing Conference, EUSIPCO 2016 (Budapest; Hungary)
libro: European Signal Processing Conference - (9780992862657)

11573/966764 - 2016 - Parallel and distributed training of neural networks via successive convex approximation
Di Lorenzo, Paolo; Scardapane, Simone - 04b Atto di convegno in volume
congresso: 26th IEEE International Workshop on Machine Learning for Signal Processing, MLSP 2016 - Proceedings (Salerno)
libro: IEEE International Workshop on Machine Learning for Signal Processing, MLSP - (9781509007462)

11573/1163496 - 2015 - Distributed nonconvex optimization over networks
Di Lorenzo, Paolo; Scutari, Gesualdo - 04b Atto di convegno in volume
congresso: IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (Cancun)
libro: IEEE ICAMSAP 2015 - ()

11573/1163503 - 2015 - Network formation games based on conditional independence graphs
Barbarossa, Sergio; Di Lorenzo, Paolo; Van Der Schaar, Mihaela - 04b Atto di convegno in volume
congresso: IEEE International Conference on Acoustics, Speech, and Signal Processing (Brisbane)
libro: IEEE ICASSP 2015 - ()

11573/960028 - 2015 - Uncertainty principle and sampling of signals defined on graphs
Barbarossa, Sergio; Di Lorenzo, Paolo - 04b Atto di convegno in volume
congresso: 49th Asilomar Conference on Signals, Systems and Computers, ACSSC 2015 (Pacific Grove; United States)
libro: Conference Record - Asilomar Conference on Signals, Systems and Computers - (9781467385763)

11573/1119359 - 2014 - Distributed detection and estimation in wireless sensor networks
Barbarossa, Sergio; Sardellitti, Stefania; Di Lorenzo, Paolo - 02a Capitolo o Articolo
libro: Academic Press Library in Signal Processing, Vol. 2, Communication and Radar Signal Processing - (978-0-12-396500-4)

11573/1119387 - 2014 - Diffusion adaptation strategies for distributed estimation over Gaussian Markov random fields
Di Lorenzo, Paolo - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON SIGNAL PROCESSING (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 5748-5760 - issn: 1053-587X - wos: WOS:000344464500020 (16) - scopus: 2-s2.0-84908042442 (16)

11573/1163478 - 2014 - Distributed least mean squares strategies for sparsity-aware estimation over Gaussian Markov random fields
Di Lorenzo, Paolo; Barbarossa, Sergio - 04b Atto di convegno in volume
congresso: IEEE International Conference on Acoustics, Speech, and Signal Processing (Firenze)
libro: IEEE ICASSP 2014 - (9781479928927)

11573/1163485 - 2014 - Computation offloading strategies based on energy minimization under computational rate constraints
Barbarossa, Sergio; Di Lorenzo, Paolo; Sardellitti, Stefania - 04b Atto di convegno in volume
congresso: European Conference on Networks and Communications (Bologna)
libro: EUCNC 2014 - ()

11573/1163488 - 2014 - Fast simulation performance evaluation of spaceborne SAR-GMTI missions for maritime applications
Barbarossa, Sergio; Di Lorenzo, Paolo - 04b Atto di convegno in volume
congresso: European Conference on Synthetic Aperture Radar 2014 (Berlin)
libro: EUSAR 2014 - ()

11573/759399 - 2014 - Communicating while computing: Distributed mobile cloud computing over 5G heterogeneous networks
Barbarossa, Sergio; Sardellitti, Stefania; Di Lorenzo, Paolo - 01a Articolo in rivista
rivista: IEEE SIGNAL PROCESSING MAGAZINE (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 45-55 - issn: 1053-5888 - wos: WOS:000346043700009 (284) - scopus: 2-s2.0-85032751657 (329)

11573/759400 - 2014 - Parameter estimation of 2D multi-component polynomial phase signals: an application to SAR imaging of moving targets
Barbarossa, Sergio; Di Lorenzo, Paolo - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON SIGNAL PROCESSING (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 4375-4389 - issn: 1053-587X - wos: WOS:000340846100003 (18) - scopus: 2-s2.0-84927586763 (20)

11573/759403 - 2014 - Distributed estimation and control of algebraic connectivity over random graphs
Di Lorenzo, Paolo; Barbarossa, Sergio - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON SIGNAL PROCESSING (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 5615-5628 - issn: 1053-587X - wos: WOS:000344464500009 (45) - scopus: 2-s2.0-84907938544 (55)

11573/1119398 - 2013 - Distributed spectrum estimation for small cell networks based on sparse diffusion adaptation
Di Lorenzo, Paolo; Barbarossa, Sergio - 01a Articolo in rivista
rivista: IEEE SIGNAL PROCESSING LETTERS (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 1261-1265 - issn: 1070-9908 - wos: WOS:000326943200001 (38) - scopus: 2-s2.0-84887874426 (39)

11573/1119408 - 2013 - Sparse distributed learning based on diffusion adaptation
Di Lorenzo, Paolo - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON SIGNAL PROCESSING (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 1419-1433 - issn: 1053-587X - wos: WOS:000315965500010 (155) - scopus: 2-s2.0-84879287760 (166)

11573/1163472 - 2013 - Decentralized estimation and control of algebraic connectivity of random ad-hoc networks
Di Lorenzo, Paolo; Barbarossa, Sergio - 04b Atto di convegno in volume
rivista: PROCEEDINGS OF THE ... IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (IEEE Service Center / International Power Sources Symposium:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 4474-4478 - issn: 1520-6149 - wos: WOS:000329611504127 (1) - scopus: 2-s2.0-84890503817 (4)
congresso: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Vancouver, CANADA)
libro: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - (9781479903566)

11573/509728 - 2013 - Optimal beamforming for range-doppler ambiguity minimization in squinted SAR
Di Lorenzo, Paolo; Barbarossa, Sergio - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 277-293 - issn: 0018-9251 - wos: WOS:000313687000017 (6) - scopus: 2-s2.0-84872348084 (7)

11573/509729 - 2013 - Distributed sum-rate maximization over finite rate coordination links affected by random failures
Di Lorenzo, Paolo; Barbarossa, Sergio - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON SIGNAL PROCESSING (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 648-660 - issn: 1053-587X - wos: WOS:000314719100011 (6) - scopus: 2-s2.0-84897584010 (7)

11573/523286 - 2013 - Swarming algorithms for distributed radio resource allocation: a further step in the direction of an ever-deeper synergism between biological mathematical modeling and signal processing
Di Lorenzo, Paolo; Barbarossa, Sergio - 01a Articolo in rivista
rivista: IEEE SIGNAL PROCESSING MAGAZINE (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 144-154 - issn: 1053-5888 - wos: WOS:000317780300013 (7) - scopus: 2-s2.0-85032752325 (9)

11573/523292 - 2013 - Bio-inspired decentralized radio access based on swarming mechanisms over adaptive networks
Di Lorenzo, Paolo; Barbarossa, Sergio - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON SIGNAL PROCESSING (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 3183-3197 - issn: 1053-587X - wos: WOS:000320135200014 (50) - scopus: 2-s2.0-84878300213 (58)

11573/772177 - 2013 - Distributed control of wireless ad-hoc networks connectivity incorporating realistic channel models
Di Lorenzo, Paolo; Barbarossa, Sergio - 04b Atto di convegno in volume
rivista: EUROPEAN SIGNAL PROCESSING CONFERENCE ([S.l.] : EURASIP) pp. 1-5 - issn: 2219-5491 - wos: WOS:000341754500424 (0) - scopus: 2-s2.0-84901369279 (1)
congresso: 2013 21st European Signal Processing Conference, EUSIPCO 2013 (Marrakech; Morocco)
libro: Proceedings of the 21st European Signal Processing Conference (EUSIPCO). - (9780992862602)

11573/772178 - 2013 - Computation offloading for mobile cloud computing based on wide cross-layer optimization
Barbarossa, Sergio; Sardellitti, Stefania; Di Lorenzo, Paolo - 04b Atto di convegno in volume
congresso: 2013 Future Network and Mobile Summit, FutureNetworkSummit 2013 (Lisbon; Portugal)
libro: Future Network and Mobile Summit (FutureNetworkSummit), 2013 Conference Proceedings - (9781905824373; 97819058243736)

11573/772179 - 2013 - PARAMETER ESTIMATION OF 2D POLYNOMIAL PHASE SIGNALS: AN APPLICATION TO MOVING TARGET IMAGING WITH SAR
Barbarossa, Sergio; Di Lorenzo, Paolo; Vecchiarelli, Pasquale - 04b Atto di convegno in volume
rivista: PROCEEDINGS OF THE ... IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (IEEE Service Center / International Power Sources Symposium:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 4554-4558 - issn: 1520-6149 - wos: WOS:000329611504143 (4) - scopus: 2-s2.0-84890452771 (4)
congresso: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Vancouver; Canada)
libro: Proceedings IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) - (9781479903566)

11573/772181 - 2013 - Joint allocation of computation and communication resources in multiuser mobile cloud computing
Barbarossa, Sergio; Sardellitti, Stefania; Di Lorenzo, Paolo - 04b Atto di convegno in volume
congresso: IEEE 14th Workshop on Signal Processing Advances in Wireless Communications (SPAWC) (Darmstadt; Germany)
libro: Proceedings 14th Workshop on Signal Processing Advances in Wireless Communications - (9781467355773)

11573/459689 - 2012 - Decentralized resource assignment in cognitive networks based on swarming mechanisms over random graphs
Di Lorenzo, Paolo; Barbarossa, Sergio - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON SIGNAL PROCESSING (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 3755-3769 - issn: 1053-587X - wos: WOS:000305578800033 (16) - scopus: 2-s2.0-84862596978 (16)

11573/509786 - 2012 - Sparse diffusion LMS for distributed adaptive estimation
Di Lorenzo, Paolo; Barbarossa, Sergio - 04b Atto di convegno in volume
congresso: ICASSP 2012 (Kyoto; Japan)
libro: Proc. ICASSP 2012 - (9781467300445; 9781467300452; 9781467300469)

11573/400269 - 2011 - A bio-inspired swarming algorithm for decentralized access in cognitive radio
Di Lorenzo, Paolo; Barbarossa, Sergio - 01a Articolo in rivista
rivista: IEEE TRANSACTIONS ON SIGNAL PROCESSING (IEEE / Institute of Electrical and Electronics Engineers Incorporated:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 6160-6174 - issn: 1053-587X - wos: WOS:000297115500039 (24) - scopus: 2-s2.0-81455128184 (26)

11573/400336 - 2011 - Bio-inspired swarming models for decentralized radio access incorporating random links and quantized communications
Di Lorenzo, Paolo; Barbarossa, Sergio - 04b Atto di convegno in volume
rivista: PROCEEDINGS OF THE ... IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING (IEEE Service Center / International Power Sources Symposium:445 Hoes Lane:Piscataway, NJ 08854:(800)701-4333, (732)981-0060, EMAIL: subscription-service@ieee.org, INTERNET: http://www.ieee.org, Fax: (732)981-9667) pp. 5780-5783 - issn: 1520-6149 - wos: WOS:000296062406122 (5) - scopus: 2-s2.0-80051621158 (6)
congresso: IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) (Prague; Czech Republic)
libro: Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP) - (9781457705380; 9781457705397)

11573/400344 - 2011 - A bio-inspired fast swarming algorithm for dynamic radio access
Di Lorenzo, Paolo; Barbarossa, Sergio - 04b Atto di convegno in volume
congresso: 17th International Conference on Digital Signal Processing, DSP 2011 (Corfu; Greece)
libro: Proc. 17th International Conference on Digital Signal Processing, DSP 2011 - (9781457702730; 9781457702747)

11573/402340 - 2011 - Bio-inspired swarming for dynamic radio access based on diffusion adaptation
Di Lorenzo, Paolo; Barbarossa, Sergio - 04b Atto di convegno in volume
congresso: 19th European Signal Processing Conference, EUSIPCO 2011 (Barcelona)
libro: European Signal Processing Conference - ()

11573/403130 - 2011 - Optimal beamforming for range-doppler ambiguity suppression in squinted SAR systems
Di Lorenzo, Paolo; Barbarossa, Sergio - 04b Atto di convegno in volume
congresso: 2011 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2011 (San Juan; Puerto Rico)
libro: Proc. 2011 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2011 - (9781457721038; 9781457721045; 9781457721052)

11573/403200 - 2011 - Distributed stochastic pricing for sum-rate maximization in femtocell networks with random graph and quantized communications
Di Lorenzo, Paolo; Barbarossa, Sergio - 04b Atto di convegno in volume
congresso: 2011 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2011 (San Juan; Puerto Rico)
libro: Proc. 2011 4th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, CAMSAP 2011 - (9781457721038; 9781457721045; 9781457721052)

11573/186093 - 2010 - Distributed resource allocation in cognitive radio systems based on social foraging swarms
Di Lorenzo, Paolo; Barbarossa, Sergio - 04b Atto di convegno in volume
congresso: 2010 IEEE 11th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2010 (Marrakech; Morocco)
libro: Proc. 2010 IEEE 11th International Workshop on Signal Processing Advances in Wireless Communications, SPAWC 2010 - (9781424469901)

11573/359716 - 2008 - Wireless sensor networks with distributed decision capabilities based on self synchronization of relaxation oscillators
Di Lorenzo, Paolo; Barbarossa, Sergio - 04b Atto di convegno in volume
congresso: International Wireless Communications and Mobile Computing Conference, IWCMC 2008 (Crete; Greece)
libro: Proc. of INT. CONF. ON WIRELESS COMMUNICATIONS AND MOBILE COMPUTING CONFERENCE - (9781424422012; 9781424422029)

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