Degree Course: Communication and information technology engineering
A.Y. 2021/2022
Autonomia di giudizio
Nell'ambito delle proprie competenze i laureati saranno in grado di assumere decisioni autonome in progetti anche di grandi dimensioni e di partecipare attivamente alle responsabilità di decisione in contesti multidisciplinari.
Tale obiettivo sarà perseguito tramite i corsi di insegnamento ad orientamento progettuale e la tesi di laurea magistrale e sarà verificato con gli esami di profitto e l'esame di laurea magistrale.Abilità comunicative
I laureati magistrali saranno in grado di comunicare in maniera efficace le proprie idee e interagire su argomenti e tematiche sia strettamente disciplinari che interdisciplinari, anche ad alto livello.
Tale obiettivo sarà perseguito attraverso gli esami, gli eventuali tirocinii e la prova finale di laurea e sarà verificato con gli esami di profitto e l'esame di laurea magistrale.Capacità di apprendimento
I laureati saranno in grado di aggiornarsi professionalmente in maniera autonoma, mentre gli studenti migliori e più motivati potranno procedere anche nel campo della ricerca scientifica.
Tale obiettivo sarà perseguito attraverso l'introduzione di componenti seminariali, di ricerca bibliografica e di elementi di ricerca scientifica all'interno di specifici corsi di insegnamento e attraverso la tesi di laurea magistrale.
Sarà verificato attraverso i relativi esami di profitto e l'esame di laurea magistrale.Requisiti di ammissione
Per l'accesso alla Laurea magistrale in Ingegneria delle tecnologie della comunicazione e dell'informazione è richiesto il possesso delle lauree di primo livello nelle Classi dell' Ingegneria dell'Informazione (di cui al D.M.509/1999 o D.M.270/2004) con riconoscimento integrale dei 180 crediti previsti nel piano di studi di primo livello.
Le modalità per la verifica delle conoscenze richieste per l'accesso saranno definite all'interno del Regolamento Didattico.
E' inoltre richiesto allo studente di essere capace di comunicare efficacemente, in forma scritta e orale, in almeno una lingua europea diversa dall'italiano.
Il riconoscimento dell'idoneità linguistica è effettuato sulla base del superamento di prove di verifica effettuate presso il Centro Linguistico di Ateneo di Roma Tre o dell'Ateneo di provenienza, come specificato nel Regolamento Didattico del Corso di laurea Magistrale.Prova finale
La prova finale si realizza attraverso la presentazione e discussione di una relazione scritta avente per oggetto un progetto originale sviluppato dallo studente in modo autonomo sotto la guida di relatori e co-relatori nominati dal collegio didattico.Orientamento in ingresso
Il Collegio Didattico di Ingegneria Elettronica, struttura didattica competente per il presente Corso di Studio, svolge, in sinergia con il Dipartimento, intense attività di orientamento finalizzate sia all'incremento delle immatricolazioni sia a favorire lo sviluppo di una maggiore consapevolezza da parte degli studenti nel compiere scelte coerenti con le proprie conoscenze, competenze, attitudini e aspettative.
Il coordinamento è affidato all'Ufficio orientamento che elabora le attività di orientamento in entrata lavorando in stretta collaborazione con il Delegato del Rettore alle politiche di orientamento ed il GLOA (Gruppo di Lavoro per l'Orientamento di Ateneo).
L'ufficio cura i rapporti tra le scuole medie superiori e l'Università Roma Tre, coordina e realizza attività rivolte agli studenti, come il progetto Autorientamento e le Giornate di Vita Universitaria e partecipa alle manifestazioni di orientamento realizzate presso l'Ateneo, come Orientarsi a Roma Tre o esterne come il Salone dello studente.
Inoltre cura la redazione delle Guide dell'offerta formativa e il periodico di Ateneo, Roma Tre News.
Tali attività sono mirate agli immatricolandi delle Lauree di primo livello ma forniscono anche informazioni sui percorsi completi, includendo le Lauree Magistrali e i relativi obiettivi formativi, percorsi e sbocchi professionali.
In particolare, il CdS organizza con cadenza annuale una giornata di orientamento dedicata a illustrare ai potenziali studenti di Laurea Magistrale (studenti del secondo e terzo anno della Laurea Triennale in Ingegneria Elettronica, di cui il Collegio Didattico è struttura didattica competente) i percorsi formativi successivi e quindi a fornire un supporto per l'orientamento consapevole dello studente verso le lauree di secondo livello pertinenti, offerte dal Dipartimento (LM21, LM27, LM29).
Durante questi incontri, il coordinatore del CdS e docenti di riferimento illustrano il regolamento didattico ed il manifesto fornendo una panoramica sugli insegnamenti comuni a tutti gli studenti, i percorsi didattici e le attività a scelta dello studente.
E' inoltre fornito agli studenti materiale informativo a carattere divulgativo sotto forma di brochure che illustra le principali caratteristiche delle lauree e i relativi sbocchi professionali.
L'attività di orientamento qui illustrata è affiancata dall'utilizzo del sito web del collegio didattico ove è data evidenza al Regolamento didattico dei vari CdS.
Il sito web è costantemente aggiornato e video esplicativi dei differenti percorsi sono pubblicati a beneficio dello
studente.Il Corso di Studio in breve
Il Corso di Laurea Magistrale in Ingegneria delle tecnologie della comunicazione e dell'informazione è finalizzato alla formazione di un Ingegnere in grado di gestire l'intero ciclo di vita sia di apparati e di sistemi, sia di servizi ad alto valore aggiunto, connessi con l'acquisizione, il trattamento, la consultazione da remoto, la trasmissione e la diffusione delle informazioni in un'ampia varietà di modi e di forme, garantendo livelli adeguati di sicurezza e riservatezza.
A tal fine l'Ingegnere magistrale in tecnologie della comunicazione e dell'informazione dovrà essere in grado di svolgere sia attività complesse di progettazione sia attività direzionali di pianificazione, organizzazione, guida, coordinamento e controllo connesse con la produzione di beni e l'erogazione di servizi del settore delle Tecnologie della comunicazione e dell'informazione.
Dovrà essere, pertanto, in grado di identificare, formulare e risolvere, in modo innovativo ed economico e con approccio interdisciplinare, problemi di pianificazione, progettazione, ingegnerizzazione, produzione e monitoraggio delle prestazioni, sia tecniche che economiche, di componenti, dispositivi, apparati, sistemi e servizi connessi con il trattamento e la trasmissione dell'informazione.
Al termine del ciclo di studi dovrà conoscere approfonditamente le teorie, le metodologie, le tecniche e le tecnologie specifiche dell'Ingegneria dei campi elettromagnetici e delle telecomunicazioni, oltre alle teorie e metodologie matematiche, le scienze fisiche ed ingegneristiche, con particolare riguardo all'area dell'ingegneria dell'informazione, alle tecnologie elettromagnetiche, elettroniche, informatiche, alle tecniche di organizzazione aziendale, alle teorie e metodologie per l'analisi di mercato e le valutazioni economiche relative a beni e servizi connessi con la trasmissione e la diffusione delle informazioni.
Lo studente espliciterà le proprie scelte al momento della presentazione,
tramite il sistema informativo di ateneo, del piano di completamento o del piano di studio individuale,
secondo quanto stabilito dal regolamento didattico del corso di studio.
FIRST YEAR
First semester
Course
|
Credits
|
Scientific Disciplinary Sector Code
|
Contact Hours
|
Exercise Hours
|
Laboratory Hours
|
Personal Study Hours
|
Type of Activity
|
Language
|
20801694 -
DIGITAL SIGNAL PROCESSING FOR TELECOMMUNICATIONS
(objectives)
To acquire fundamental knowledges on digital operations to process discrete signals in telecommunication system environments.
|
9
|
ING-INF/03
|
72
|
-
|
-
|
-
|
Core compulsory activities
|
ITA |
20802045 -
INFORMATION THEORY AND CODING
(objectives)
Acquisition of theoretical background on information theory and methodologies and technologies for source coding of mono and multimedia signals for redundancy reduction for lossless and lossy information applications. Acquisition of theoretical background, methodologies, and technologies for channel coding, i.e., for protection of digital communications against errors caused by distortions and noise.
|
9
|
ING-INF/03
|
72
|
-
|
-
|
-
|
Core compulsory activities
|
ITA |
Optional Group:
Ulteriori insegnamenti caratterizzanti e affini - (show)
|
30
|
|
|
|
|
|
|
|
20810154 -
ADVANCED ANTENNA ENGINEERING
|
Also available in another semester or year
|
20801758 -
DATABASES I
(objectives)
Presentation of models, methods and tools for the definition, design and development of software systems that manage large sets of data. A student who has passed the course will be able to: (i) develop software applications that make use of databases of even high complexity, (i) design and built autonomously databases of medium complexity, and (iii) be involved in the project and development of large databases of high complexity.
|
6
|
ING-INF/05
|
54
|
-
|
-
|
-
|
Related or supplementary learning activities
|
ITA |
20802125 -
BIG DATA
|
Also available in another semester or year
|
20801690 -
MULTIMEDIA COMMUNICATIONS
|
Also available in another semester or year
|
20802093 -
PROGRAMMABLE ELECTRONIC SYSTEMS
|
Also available in another semester or year
|
20810259 -
Internet and Data Centers
(objectives)
The purpose is to provide advanced knowledge on computer networks and data centers, with methodological and technical contents. Special attention is devoted to scalability issues. At the end of the course the student is supposed to get the following concepts: inter-domain and intra-domain routing, congestion control, architectures for scalable systems. The student is also supposed to get advanced technicalities on widely adopted protocols. Finally, the student is supposed to understand the main economic and technical drivers of the internet and data centers evolution.
|
9
|
ING-INF/05
|
81
|
-
|
-
|
-
|
Related or supplementary learning activities
|
ITA |
20810155 -
METAMATERIALS
|
Also available in another semester or year
|
20801697 -
OPTICS
|
Also available in another semester or year
|
20810075 -
OBJECT ORIENTED- PROGRAMMING
|
Also available in another semester or year
|
20801664 -
OPERATIONAL RESEARCH
(objectives)
The objective of the course is to endow the students with the key aspects of deterministic optimization, including linear and nonlinear programming. Topics include basic theory, modeling, algorithms, and applications.
|
6
|
MAT/09
|
54
|
-
|
-
|
-
|
Related or supplementary learning activities
|
ITA |
20801702 -
INFORMATION SECURITY
(objectives)
• For introduction to cryptography: give an introduction to cryptography useful for understanding present-day innovations; explain the mathematical notions instrumental in the design of cryptographic algorithms and interest the students in the applications. The course aims to provide the tools for analyzing the security in telecommunication systems. The theoretical foundations, real implementation, systems for measuring the effectiveness of existing networks, security models are introduced during the course.
• The problem of security in networked systems is introduced in, with reference to the cryptographic algorithms, protocols and standards. The course aims to provide a capacity for rational and systematic framework for ict security issues and tools available, including a preliminary capacity assessment of costs / benefits. Cloud systems security is also analyzed. The course will also touch on the the mathematical concepts needed in undertanding and possibly contructing cryptosystems and protocols, particularly in the realm of public-key cryptography.
|
|
20801702-1 -
ELEMENTI DI CRITTOGRAFIA
|
Also available in another semester or year
|
20801702-2 -
SICUREZZA DELLE TELECOMUNICAZIONI
|
Also available in another semester or year
|
20810152 -
SIGNAL PROCESSING FOR BIG DATA ANALYTICS
|
Also available in another semester or year
|
20810201 -
SIGNAL PROCESSING FOR HUMAN–MACHINE INTERACTION
|
Also available in another semester or year
|
20801965 -
INFORMATION SYSTEMS ON THE WEB
|
Also available in another semester or year
|
20802140 -
SOFTWARE COGNITIVE RADIO
|
Also available in another semester or year
|
20810070 -
SUSTAINABILITY AND ENVIRONMENTAL IMPACT
(objectives)
To provide students with knowledge on environmental impacts of human activities, to classify the impacts, to illustrate the concept of sustainability, to describe the evaluation procedures of environmental impact and environmental certification protocols . Illustrate , through significant case studies, examples of environmental impact assessment and of impacts mitigation.
|
6
|
ING-IND/11
|
48
|
-
|
-
|
-
|
Related or supplementary learning activities
|
ITA |
20810345 -
WIRELESS NETWORKING AND IOT
|
Also available in another semester or year
|
|
Second semester
Course
|
Credits
|
Scientific Disciplinary Sector Code
|
Contact Hours
|
Exercise Hours
|
Laboratory Hours
|
Personal Study Hours
|
Type of Activity
|
Language
|
20810110 -
ADVANCED ELECTROMAGNETICS
(objectives)
The course aims at learning advanced knowledge on the interaction between electromagnetic field and natural, artificial and living matter. This knowledge is useful for the analysis and design of electromagnetic systems oriented for applications in circuits, devices, and systems for electronics, bio-engineering and telecommunications.
|
9
|
ING-INF/02
|
72
|
-
|
-
|
-
|
Core compulsory activities
|
ENG |
Optional Group:
Ulteriori insegnamenti caratterizzanti e affini - (show)
|
30
|
|
|
|
|
|
|
|
20810154 -
ADVANCED ANTENNA ENGINEERING
|
Also available in another semester or year
|
20801758 -
DATABASES I
|
Also available in another semester or year
|
20802125 -
BIG DATA
|
Also available in another semester or year
|
20801690 -
MULTIMEDIA COMMUNICATIONS
(objectives)
The course aims to provide systematic and modeling aspects related to the support of multimedia services in telecommunications networks. We will define the characteristics of the media and the different sources (human visual system, auditory system, etc..). Will cover aspects related to architectural and protocol models and in particular will be considered source coding, secure information channel coding, and integration of different information media (video, audio, data, reality 'virtual). Part of the course is devoted to innovative coding and transmission.
|
6
|
ING-INF/03
|
42
|
-
|
-
|
-
|
Core compulsory activities
|
ITA |
20802093 -
PROGRAMMABLE ELECTRONIC SYSTEMS
(objectives)
The course allows the students to acquire the knowledge and the ability to apply design techniques for digital systems in general and in particular with programmable platforms. The course analyzes the typical structure and the technology of modern programmable electronic components, develops the ability to design a digital electronic system from specifications to implementation and experimental verification of the behavior, the ability to draft a technical report on the design and characterization of a component or digital electronic system.
|
9
|
ING-INF/01
|
72
|
-
|
-
|
-
|
Related or supplementary learning activities
|
ITA |
20810259 -
Internet and Data Centers
|
Also available in another semester or year
|
20810155 -
METAMATERIALS
(objectives)
The course aims at learning the tools for the analysis and design of innovative high-tech devices based on the use of artificial electromagnetic materials and metamaterials.
|
9
|
ING-INF/02
|
63
|
-
|
-
|
-
|
Core compulsory activities
|
ENG |
20801697 -
OPTICS
(objectives)
The course provides the students with tools for dealing with diffraction and propagation of optical fields, which are at the basis of opto-electronic and photonic applications. In such a context, it introduces and develops the concept of optical coherence and presents suitable techniques for solving propagation problems in vacuo and in materials.
|
6
|
FIS/03
|
48
|
-
|
-
|
-
|
Related or supplementary learning activities
|
ITA |
20810075 -
OBJECT ORIENTED- PROGRAMMING
(objectives)
Providing methods and tools for developing oo applications, with emphasis on the quality of code. At the end of the course, students should be able to develop autonomously oo applications of medium complexity, and to participate in the development of large oo applications.
|
9
|
ING-INF/05
|
81
|
-
|
-
|
-
|
Related or supplementary learning activities
|
ITA |
20801664 -
OPERATIONAL RESEARCH
|
Also available in another semester or year
|
20801702 -
INFORMATION SECURITY
(objectives)
• For introduction to cryptography: give an introduction to cryptography useful for understanding present-day innovations; explain the mathematical notions instrumental in the design of cryptographic algorithms and interest the students in the applications. The course aims to provide the tools for analyzing the security in telecommunication systems. The theoretical foundations, real implementation, systems for measuring the effectiveness of existing networks, security models are introduced during the course.
• The problem of security in networked systems is introduced in, with reference to the cryptographic algorithms, protocols and standards. The course aims to provide a capacity for rational and systematic framework for ict security issues and tools available, including a preliminary capacity assessment of costs / benefits. Cloud systems security is also analyzed. The course will also touch on the the mathematical concepts needed in undertanding and possibly contructing cryptosystems and protocols, particularly in the realm of public-key cryptography.
|
|
20801702-1 -
ELEMENTI DI CRITTOGRAFIA
(objectives)
The aim of the course is the understanding of the basics and possible application scenarios of modern cryptography. By exploiting theoretical as well as practical tools, the student will be able to deal with the modern techniques for protecting data and communication confidentiality. Topics include encryption, pseudo-random generation, digital signatures, and hash functions. At the end of the course, the students will be able to select and apply the most appropriate crypto-system or cryptographic protocol for protecting data during transmission and/or storage.
|
6
|
MAT/03
|
42
|
-
|
-
|
-
|
Related or supplementary learning activities
|
ITA |
20801702-2 -
SICUREZZA DELLE TELECOMUNICAZIONI
(objectives)
The problem of security in networked systems is introduced in, with reference to the cryptographic algorithms, protocols and standards. The course aims to provide a capacity for rational and systematic framework for ict security issues and tools available, including a preliminary capacity assessment of costs / benefits. Cloud systems security is also analyzed. The course will also touch on the the mathematical concepts needed in undertanding and possibly contructing cryptosystems and protocols, particularly in the realm of public-key cryptography.
|
6
|
ING-INF/03
|
42
|
-
|
-
|
-
|
Core compulsory activities
|
ITA |
20810152 -
SIGNAL PROCESSING FOR BIG DATA ANALYTICS
|
Also available in another semester or year
|
20810201 -
SIGNAL PROCESSING FOR HUMAN–MACHINE INTERACTION
(objectives)
The course introduces the study of innovative human-machine interfaces. Techniques of perceptual, cognitive and emotional information processing are analyzed with particular emphasis on speech processing techniques, the interpretation of gestures and behaviors, affective computing, and brain computer interface. Design principles and evaluation methodologies for human machine interfaces are provided. The considered applicative scenarios include mobile devices, home automation and wearable devices.
|
6
|
ING-INF/03
|
42
|
-
|
-
|
-
|
Core compulsory activities
|
ITA |
20801965 -
INFORMATION SYSTEMS ON THE WEB
|
Also available in another semester or year
|
20802140 -
SOFTWARE COGNITIVE RADIO
|
Also available in another semester or year
|
20810070 -
SUSTAINABILITY AND ENVIRONMENTAL IMPACT
|
Also available in another semester or year
|
20810345 -
WIRELESS NETWORKING AND IOT
|
Also available in another semester or year
|
|
SECOND YEAR
First semester
Course
|
Credits
|
Scientific Disciplinary Sector Code
|
Contact Hours
|
Exercise Hours
|
Laboratory Hours
|
Personal Study Hours
|
Type of Activity
|
Language
|
20810138 -
ADVANCED ELECTROMAGNETIC COMPONENTS AND CIRCUITS
(objectives)
The objectives of this course are to understand and gain the complete knowledge on the main microwave components and to design the microwave networks realized by combining them. Microwave and millimeter-wave systems for different application, such as radars, satellite and wireless communications, are presented and discussed. The course has also the objective to provide the knowledge on the advanced microwave components based on metamaterials and metasurfaces. The design of the microwave components and networks can be supported by professional CAD software, that are presented during the course.
|
6
|
ING-INF/02
|
48
|
-
|
-
|
-
|
Core compulsory activities
|
ENG |
20810153 -
ANTENNAS AND PROPAGATION
(objectives)
The course aims to complete training on antennas received in previous courses, particularly in relation to the study and design of aperture antennas, planar antennas and arrays of antennas. It also introduces the problem of electromagnetic scattering from structures present in the air or in the soil. Areas of application: biomedical industry, electrical, electronics and telecommunications.
|
9
|
ING-INF/02
|
72
|
-
|
-
|
-
|
Core compulsory activities
|
ENG |
20802044 -
BIOMETRIC SYSTEMS
(objectives)
The course aims at providing the necessary instruments for the analysis and design of biometric systems, both uni-modal and multi-modal systems. In the course, the principles to include the needed security ad privacy requirements in the project of the system are fully addressed. The notions learnt during the course will be brought to fruition with the realization of a functioning biometric system during the lab activity.
|
9
|
ING-INF/03
|
72
|
-
|
-
|
-
|
Core compulsory activities
|
ITA |
20810268 -
TELECOMMUNICATION SYSTEMS
(objectives)
• Course objective is to provide the attendees with a comprehensive knowledge of basic theory, methodologies, and technologies for outdoor and indoor navigation systems including Global Navigation Satellite Systems (GNSS) like GPS, GALILEO, GLONASS e BEIDOU, regional systems like IRNSS, QZSS, terrestrial radio-localization systems based on 4G and 5G mobile networks, and local area networks (WiFi, Bluetooth, ZigBee, UWB, RF-ID, etc.), inertial navigation systems (INS),and heterogeneous systems (e.g. GNSS+INS). Additional objective is the ability to apply the previous methodologies and technologies to major applications based on the user position, like intelligent transportation systems (avionics, rail, road, maritime), infomobility, automotive, location based services for smartphones, tablets, mobile computers, and environment monitoring.
• To acquire general concept on new generation mobile networks (3G, 4G, 5G, 6G) as part of a communication system. To provide an overview on main operating principles of a structured mobile network, such as the available services also from a financial and economic viewpoint, quality requirements, mobility management, security, secrecy and authentication problems, localization services, power control of connected devices, access technologies from wireless devices, evolution of architecture of SW network virtualization, algorithms of array processing to allow dedicated efficient links in modern standards (5G and beyond) between terminals or smart objects connected to the IoT world.
|
|
20810268-1 -
LOCALIZATION AND NAVIGATION SYSTEMS
(objectives)
Course objective is to provide the attendees with a comprehensive knowledge of basic theory, methodologies, and technologies for outdoor and indoor navigation systems including Global Navigation Satellite Systems (GNSS) like GPS, GALILEO, GLONASS e BEIDOU, regional systems like IRNSS, QZSS, terrestrial radio-localization systems based on 4G and 5G mobile networks, and local area networks (WiFi, Bluetooth, ZigBee, UWB, RF-ID, etc.), inertial navigation systems (INS),and heterogeneous systems (e.g. GNSS+INS). Additional objective is the ability to apply the previous methodologies and technologies to major applications based on the user position, like intelligent transportation systems (avionics, rail, road, maritime), infomobility, automotive, location based services for smartphones, tablets, mobile computers, and environment monitoring
|
6
|
ING-INF/03
|
48
|
-
|
-
|
-
|
Core compulsory activities
|
ITA |
20810268-2 -
NEW GENERATION MOBILE NETWORKS
(objectives)
To acquire general concept on new generation mobile networks (3G, 4G, 5G, 6G) as part of a communication system. To provide an overview on main operating principles of a structured mobile network, such as the available services also from a financial and economic viewpoint, quality requirements, mobility management, security, secrecy and authentication problems, localization services, power control of connected devices, access technologies from wireless devices, evolution of architecture of SW network virtualization, algorithms of array processing to allow dedicated efficient links in modern standards (5G and beyond) between terminals or smart objects connected to the IoT world.
|
6
|
ING-INF/03
|
48
|
-
|
-
|
-
|
Core compulsory activities
|
ITA |
Second semester
Course
|
Credits
|
Scientific Disciplinary Sector Code
|
Contact Hours
|
Exercise Hours
|
Laboratory Hours
|
Personal Study Hours
|
Type of Activity
|
Language
|
Optional Group:
Ulteriori insegnamenti caratterizzanti e affini - (show)
|
30
|
|
|
|
|
|
|
|
20810154 -
ADVANCED ANTENNA ENGINEERING
(objectives)
Antennas are fundamental components of modern wireless communication systems for smart environments such as pervasive systems for distributed information and computing, advanced space systems, intelligent transportation systems. This course aims at providing a selection of advanced topics in antenna engineering, including analytical and numerical techniques: theory and applications of periodic structures; resonant and traveling-wave antennas for terrestrial and space communication systems; smart and MIMO antenna arrays; numerical techniques based on differential formulations (finite differences in time and frequency) and on boundary integral formulations (method of moments); the main commercial CAD tools for antennas based on the above numerical techniques will also be illustrated.
|
9
|
ING-INF/02
|
72
|
-
|
-
|
-
|
Core compulsory activities
|
ENG |
20801758 -
DATABASES I
|
Also available in another semester or year
|
20802125 -
BIG DATA
(objectives)
The goal of the course is to illustrate the modern solutions to the management of big data, very large repositories of de-structured data. Starting from the requirements of modern database applications, the course will illustrate the hardware and software architectures that have been recently proposed for the management and analysis of big data. The topics addressed in the course will include: cluster architectures, map-reduce paradigm, cloud computing, NoSQL systems, tools and languages for data analysis. Both theoretical and practical aspects will be addressed and the discussed technologies will be experimented during practical classes and through the assignment of projects.
|
6
|
ING-INF/05
|
54
|
-
|
-
|
-
|
Related or supplementary learning activities
|
ITA |
20801690 -
MULTIMEDIA COMMUNICATIONS
|
Also available in another semester or year
|
20802093 -
PROGRAMMABLE ELECTRONIC SYSTEMS
|
Also available in another semester or year
|
20810259 -
Internet and Data Centers
|
Also available in another semester or year
|
20810155 -
METAMATERIALS
|
Also available in another semester or year
|
20801697 -
OPTICS
|
Also available in another semester or year
|
20810075 -
OBJECT ORIENTED- PROGRAMMING
|
Also available in another semester or year
|
20801664 -
OPERATIONAL RESEARCH
|
Also available in another semester or year
|
20801702 -
INFORMATION SECURITY
(objectives)
• For introduction to cryptography: give an introduction to cryptography useful for understanding present-day innovations; explain the mathematical notions instrumental in the design of cryptographic algorithms and interest the students in the applications. The course aims to provide the tools for analyzing the security in telecommunication systems. The theoretical foundations, real implementation, systems for measuring the effectiveness of existing networks, security models are introduced during the course.
• The problem of security in networked systems is introduced in, with reference to the cryptographic algorithms, protocols and standards. The course aims to provide a capacity for rational and systematic framework for ict security issues and tools available, including a preliminary capacity assessment of costs / benefits. Cloud systems security is also analyzed. The course will also touch on the the mathematical concepts needed in undertanding and possibly contructing cryptosystems and protocols, particularly in the realm of public-key cryptography.
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20801702-1 -
ELEMENTI DI CRITTOGRAFIA
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Also available in another semester or year
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20801702-2 -
SICUREZZA DELLE TELECOMUNICAZIONI
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Also available in another semester or year
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20810152 -
SIGNAL PROCESSING FOR BIG DATA ANALYTICS
(objectives)
The course will provide tools for the analysis of big data (audio, video, text) generated by modern information and communication systems and related services. Skills stemming from computer science, statistics and optimization will be introduced to provide the means for understanding, designing and implementing methods capable of managing complex amounts of data, and transforming them into useful and semantically relevant information. Topics to be discussed will include advanced principles of information theory (sparse coding, compressive sensing, random matrix), principles of statistical inference, methodologies for clustering the observed data, predictive analytics, and principles of constrained optimization based on elements of game theory.
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6
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ING-INF/03
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42
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-
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-
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-
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Core compulsory activities
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ITA |
20810201 -
SIGNAL PROCESSING FOR HUMAN–MACHINE INTERACTION
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Also available in another semester or year
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20801965 -
INFORMATION SYSTEMS ON THE WEB
(objectives)
Providing technological and methodological paradigms to design and develop web based information systems
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6
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ING-INF/05
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54
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-
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-
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-
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Related or supplementary learning activities
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ITA |
20802140 -
SOFTWARE COGNITIVE RADIO
(objectives)
The course aims to provide students with specific knowledge about advanced signal processing methodologies, both in telecommunication and radar, including software radio techniques. In particular, during the course the student will learn how to connect the different functional blocks within a complex system of analysis and processing in a single framework of integrated and interdependent processes. Moreover, students will have the opportunity to learn how to use some Software Defined Radio (SDR) devices for the reception and transmission of signals and software tools for their management. The course will provide an overview of some typical systems for processing and transmission of telecommunications signals, also with reference to radar technologies, briefly describing both basic operational concepts and typical application examples.
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6
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ING-INF/03
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42
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-
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-
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-
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Core compulsory activities
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ITA |
20810070 -
SUSTAINABILITY AND ENVIRONMENTAL IMPACT
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Also available in another semester or year
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20810345 -
WIRELESS NETWORKING AND IOT
(objectives)
This course introduces the fundamentals of wireless networks for device- to-device (D2D) communications and presents the new emerging technologies for advances wireless communication systems. The main objectives of this course are (i) basics on wireless technologies, especially in new emerging scenarios such as Beyond5G (B5G), and (ii) the skill to apply this information for service development in Internet of Things (IoT) context. In particular, we will study the WiFi technology, the D2D communications and new emerging technologies such as Massive MIMO, mmWave, optical wireless communications, etc. For different application scenarios (e.g., smart city, smart car, environmental monitoring), we will investigate the main networking issues and techniques, the wireless technologies, as well as the performance results and open issues.
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9
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ING-INF/03
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72
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-
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-
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-
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Core compulsory activities
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ITA |
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20802015 -
TRAINING
(objectives)
The Student must carry out a period of training and orientation called internship, aimed at experimenting and developing the technical and methodological skills acquired during the studies, as well as facilitating professional choices, through the direct knowledge of the industrial reality.
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3
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-
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-
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-
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-
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Per stages e tirocini presso imprese, enti pubblici o privati, ordini professionali (art.10, comma 5, lettera e)
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ITA |
20802113 -
ART. 10, COMMA 5, LETTERA D
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3
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-
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-
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-
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-
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Other activities
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ITA |
20810000 -
A SCELTA STUDENTE
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12
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84
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-
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-
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-
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Elective activities
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ITA |
20802091 -
FINAL EXAM
(objectives)
The Master's degree is awarded after passing a final exam, which consists in defending a written report (the Master's thesis) on a work activity developed by the candidate, under the guidance of a supervisor, and possibly of other co-supervisors, of an innovative nature, and concerning aspects of analysis and/or synthesis associated with topics relevant to the learning outcomes of the Master's degree program. The final exam aims to verify the candidate's level of learning of the technical and scientific contents, her/his ability to work independently, and her/his level of organisation, communication and innovation in the analysis and synthesis of complex projects. The activities carried out during the preparation of the thesis work may be performed in the University's laboratories and in companies or research bodies in Italy and abroad.
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9
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-
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-
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-
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-
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Final examination and foreign language test
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ITA |