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			<title>Master 2 - Advanced Communication Systems (ACS)</title>
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				<title>Master 2 - Advanced Communication Systems (ACS)</title>
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		<title>Contact</title>
		<link>https://websites.isae-supaero.fr/master-2-advanced-communication/overview-711/index</link>
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		<dc:date>2022-09-16T12:52:18Z</dc:date>
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		<dc:language>en</dc:language>
		<dc:creator>ROQUE Damien</dc:creator>


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&lt;p&gt;Head of master: Meryem Benammar &lt;br class='autobr' /&gt;
Liaison officers: ENAC - Alain Pirovano; INPT/ENSEEIHT - Charly Poulliat (physical-layer track); INPT/ENSEEIHT - Emmanuel Chaput (network track); INSA - Christophe Chassot; ISAE-SUPAERO - Jos&#233; Radzik.&lt;/p&gt;


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 <content:encoded>&lt;div class='rss_texte'&gt;&lt;p&gt;Head of master: &lt;a href=&#034;https://personnel.isae-supaero.fr/meryem-benammar/&#034; class='spip_out' rel='external'&gt;Meryem Benammar&lt;/a&gt;&lt;/p&gt;
&lt;p&gt;&lt;/br&gt;&lt;br class='autobr' /&gt;
Liaison officers:&lt;/p&gt;
&lt;ul class=&#034;spip&#034;&gt;&lt;li&gt; ENAC - &lt;a href=&#034;http://recherche.enac.fr/~pirovano/&#034; class='spip_out' rel='external'&gt;Alain Pirovano&lt;/a&gt;;&lt;/li&gt;&lt;li&gt; INPT/ENSEEIHT - &lt;a href=&#034;http://poulliat.perso.enseeiht.fr/&#034; class='spip_out' rel='external'&gt;Charly Poulliat&lt;/a&gt; (physical-layer track);&lt;/li&gt;&lt;li&gt; INPT/ENSEEIHT - &lt;a href=&#034;http://chaput.perso.enseeiht.fr/&#034; class='spip_out' rel='external'&gt;Emmanuel Chaput&lt;/a&gt; (network track);&lt;/li&gt;&lt;li&gt; INSA - &lt;a href=&#034;http://homepages.laas.fr/chassot/pmwiki/pmwiki.php&#034; class='spip_out' rel='external'&gt;Christophe Chassot&lt;/a&gt;;&lt;/li&gt;&lt;li&gt; ISAE-SUPAERO - &lt;a href=&#034;https://personnel.isae-supaero.fr/jose-radzik/&#034; class='spip_out' rel='external'&gt;Jos&#233; Radzik&lt;/a&gt;.&lt;/li&gt;&lt;/ul&gt;&lt;/div&gt;
		
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		<title>Index</title>
		<link>https://websites.isae-supaero.fr/master-2-advanced-communication/overview-713/index</link>
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		<dc:date>2022-09-16T12:37:45Z</dc:date>
		<dc:format>text/html</dc:format>
		<dc:language>fr</dc:language>
		<dc:creator>ROQUE Damien</dc:creator>



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&lt;a href="https://websites.isae-supaero.fr/master-2-advanced-communication/overview-713/" rel="directory"&gt;Overview&lt;/a&gt;


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		<title>Content and structure</title>
		<link>https://websites.isae-supaero.fr/master-2-advanced-communication/content-and-structure/content-and-structure</link>
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		<dc:date>2020-07-13T14:46:00Z</dc:date>
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		<dc:language>en</dc:language>
		<dc:creator>ROQUE Damien</dc:creator>


		<dc:subject>_Home</dc:subject>
		<dc:subject>_cacherTitreSite</dc:subject>

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&lt;p&gt;Technical track &lt;br class='autobr' /&gt;
To be chosen between the &#034;physical-layer&#034; and &#034;computer netwoks&#034; (see content below). &lt;br class='autobr' /&gt; Physical layer track &lt;br class='autobr' /&gt;
Profs.: Meryem Benammar, Charly Poulliat, Damien Roque. Unit Phy1: Advanced waveform design (18h - 3 ECTS) Time-frequency selective channels. We will model and simulate multipath and Doppler affected channels, with examples in the case cellular systems. Multicarrier modulations (OFDM). We will develop and simulate a low-complexity equalization technique to face (...)&lt;/p&gt;


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&lt;a href="https://websites.isae-supaero.fr/master-2-advanced-communication/content-and-structure/" rel="directory"&gt;Content and structure&lt;/a&gt;

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 <content:encoded>&lt;div class='rss_texte'&gt;&lt;h3 class=&#034;spip&#034;&gt;Technical track&lt;/h3&gt;
&lt;p&gt;To be chosen between the &#034;physical-layer&#034; and &#034;computer netwoks&#034; (see content below).&lt;/p&gt;
&lt;p&gt;
&lt;/br&gt;&lt;/p&gt;
&lt;h4 class=&#034;spip&#034;&gt;Physical layer track&lt;/h4&gt;
&lt;p&gt;&lt;span class='spip_document_2740 spip_documents spip_documents_right' style='float:right;'&gt;
&lt;img src='https://websites.isae-supaero.fr/local/cache-vignettes/L480xH318/towers-37c9a.jpg?1775067978' alt=&#034;&#034; class='ajustable' width='480' height='318' /&gt;&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;Profs.: Meryem Benammar, Charly Poulliat, Damien Roque.&lt;/p&gt;
&lt;ul class=&#034;spip&#034;&gt;&lt;li&gt; &lt;strong&gt;Unit Phy1: Advanced waveform design (18h - 3 ECTS)&lt;/strong&gt;
&lt;ul class=&#034;spip&#034;&gt;&lt;li&gt; Time-frequency selective channels. We will model and simulate multipath and Doppler affected channels, with examples in the case cellular systems.&lt;/li&gt;&lt;li&gt; Multicarrier modulations (OFDM). We will develop and simulate a low-complexity equalization technique to face multipath channels (as in Wifi, LTE, DVB-T...).&lt;/li&gt;&lt;li&gt; Multiantenna techniques (MIMO). We will take advantage of the multipath nature of the channel to increase throughput or robustness (as in Wifi, 5G...).&lt;/li&gt;&lt;/ul&gt;&lt;/li&gt;&lt;/ul&gt;&lt;ul class=&#034;spip&#034;&gt;&lt;li&gt; &lt;strong&gt;Unit Phy2: Coding and security (18h - 3 ECTS)&lt;/strong&gt;
&lt;ul class=&#034;spip&#034;&gt;&lt;li&gt; Introduction to information theory. We will see how elegant statistical concepts govern every communication system, from forward error correction coding to cryptography.&lt;/li&gt;&lt;li&gt; Avanced error correction coding. We will focus on iterative decoders and other capacity approaching techniques.&lt;/li&gt;&lt;li&gt; Physical layer security. We will show that cryptography is not the only way to achieve security; the communication channel itself can be seen as an under-use source of randomness.&lt;/li&gt;&lt;/ul&gt;&lt;/li&gt;&lt;/ul&gt;&lt;/br&gt;
&lt;h4 class=&#034;spip&#034;&gt;Network track&lt;/h4&gt;
&lt;p&gt;&lt;span class='spip_document_2741 spip_documents spip_documents_right' style='float:right;'&gt;
&lt;img src='https://websites.isae-supaero.fr/local/cache-vignettes/L480xH320/server-b44bd.jpg?1775067978' alt=&#034;&#034; class='ajustable' width='480' height='320' /&gt;&lt;/span&gt;&lt;/p&gt;
&lt;p&gt;Profs.: Andr&#233;-Luc Beylot, Emmanuel Chaput, Gentian Jakllari, Jos&#233; Radzik, Micka&#235;l Royer.&lt;/p&gt;
&lt;ul class=&#034;spip&#034;&gt;&lt;li&gt; &lt;strong&gt;Unit Net1: Delay Tolerant Networks, a discrete-event simulation approach (12h - 2 ECTS)&lt;/strong&gt;
&lt;ul class=&#034;spip&#034;&gt;&lt;li&gt; Introduction to network simulation and Omnet++ (with tic toc tutorial), simulation of a wireless network with Omnet++.&lt;/li&gt;&lt;li&gt; CCSDS protocol stack for interplanetary Internet, delay tolerant protocols.&lt;/li&gt;&lt;li&gt; Custody transfers, optimization of the protocol stack.&lt;/li&gt;&lt;/ul&gt;&lt;/li&gt;&lt;/ul&gt;&lt;ul class=&#034;spip&#034;&gt;&lt;li&gt; &lt;strong&gt;Unit Net2: The Edge of the Internet of Things (24h - 4 ECTS)&lt;/strong&gt;
&lt;ul class=&#034;spip&#034;&gt;&lt;li&gt; Fog and edge computing both introduce a partially decentralised architecture for application deployment with compelling features (low latency and flexible storage and computing service) for IoT applications.&lt;/li&gt;&lt;li&gt; Network Functions Virtualization (NFV) is one of the building blocks of such an application. We will see here how this concept can be used to setup IoT services.&lt;/li&gt;&lt;li&gt; Software-defined networking (SDN) is a network management paradigm allowing a centralized dynamic network configuration. Such a versatile network management is needed in this context.&lt;/li&gt;&lt;li&gt; Virtualization techniques allow to setup datacenters on the edge of the network. We will study application implementation and migration in a cloud/fog/edge environment.&lt;/li&gt;&lt;li&gt; Machine learning is the core technology of lots of IoT applications. We will study how to distribute some of its main components over an edge architecture.&lt;/li&gt;&lt;li&gt; Information Centric Networks (ICN) introduce some interesting features for IoT applications, such as naming, mobility, caching...&lt;/li&gt;&lt;/ul&gt;&lt;/li&gt;&lt;/ul&gt;&lt;h3 class=&#034;spip&#034;&gt;Research project&lt;/h3&gt;
&lt;p&gt;Students team-up (from 2 to 5 students per group) to carry out a short research project (32h - 6 ECTS), including a state-of-the-art study, reproduction of literature results, contribution, communication on the topic (written and oral, organized as a mock conference).&lt;/p&gt;
&lt;p&gt;Examples of previously issued research statements:&lt;/p&gt;
&lt;ul class=&#034;spip&#034;&gt;&lt;li&gt; enabling the Internet of Things;&lt;/li&gt;&lt;li&gt; auto-encoder based communications;&lt;/li&gt;&lt;li&gt; satellite channel impairments and countermeasures;&lt;/li&gt;&lt;li&gt; LoRa, a standard for future IoT communications;&lt;/li&gt;&lt;li&gt; on the relevance of symplectic Fourier transform precoding for multicarrier communications;&lt;/li&gt;&lt;li&gt; DTN techniques for LEO Earth observation satellite telecommunication links;&lt;/li&gt;&lt;li&gt; binary and non binary Channel coding for NOMA;&lt;/li&gt;&lt;li&gt; deep Unrolled Detection methods for MIMO and ISI channels.&lt;/li&gt;&lt;/ul&gt;
&lt;p&gt;Note: research projects may be initiated jointly by the students and their professors.&lt;/p&gt;&lt;/div&gt;
		
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