BEGIN:VCALENDAR VERSION:2.0 PRODID:IEEE vTools.Events//EN CALSCALE:GREGORIAN BEGIN:VTIMEZONE TZID:America/Chicago BEGIN:DAYLIGHT DTSTART:20240310T030000 TZOFFSETFROM:-0600 TZOFFSETTO:-0500 RRULE:FREQ=YEARLY;BYDAY=2SU;BYMONTH=3 TZNAME:CDT END:DAYLIGHT BEGIN:STANDARD DTSTART:20241103T010000 TZOFFSETFROM:-0500 TZOFFSETTO:-0600 RRULE:FREQ=YEARLY;BYDAY=1SU;BYMONTH=11 TZNAME:CST END:STANDARD END:VTIMEZONE BEGIN:VEVENT DTSTAMP:20240612T024520Z UID:6E340529-204F-4E61-A285-83410FB51B4F DTSTART;TZID=America/Chicago:20240531T110000 DTEND;TZID=America/Chicago:20240531T120000 DESCRIPTION:The Internet of Things (IoT) is creating a new structure of awa reness – a cybernetic one – upon physical processes. Industries of dif ferent kinds are expected to join soon this revolution\, leading to the so -called Factories of the Future\, also known as Industry 5.0. In this talk \, (i) we will review the prominent industrial communication standards to date\, discussing the rationale behind moving from wired to wireless commu nications. (ii) We will discuss recent research on technologies & techniqu es for Industry 5.0. We will first consider millimeter Wave technology to provide reliable wireless network service within factories\, where links m ay experience rapid and temporary fluctuations of the received signal powe r due to dynamic blockers\, such as humans and robots moving in the enviro nment. We will then address the issue of reliability in Industrial IoT (II oT) in case of missing sensors measurements due to network or hardware pro blems. We propose to support the fault detection and classification module s\, which are the two critical components of a monitoring system for IIoT\ , with a generative AI model. We will further discuss a framework to captu re the semantic knowledge inherent in cyber-physical systems to minimize t he use of explicit communication\, where all data are acquired with certai n goals in mind\, like controlling an industrial process. (iii) We will di scuss a possible way to perform system-level analysis targeting Ultra-Reli able and Low-Latency Communication (URLLC) systems\, looking into trade-of fs of radio spectrum vs infrastructure deployment\, and inter-operator sha ring of spectrum & network infrastructure. (iv) Finally we will look into the main emerging trends of 6G related to Industry 5.0\, discussing pros/c ons and open research directions of cutting-edge technologies such as Extr eme URLLC\, Digital Twin\, Unmanned Vehicles\, and Reconfigurable Intellig ent Surfaces.\n\nSpeaker(s): PROF NICOLA\, \n\nVirtual: https://events.vto ols.ieee.org/m/419902 LOCATION:Virtual: https://events.vtools.ieee.org/m/419902 ORGANIZER:ztaqvi@gmail.com SEQUENCE:41 SUMMARY:“Communications meet Machine Learning for Industry 5.0” URL;VALUE=URI:https://events.vtools.ieee.org/m/419902 X-ALT-DESC:Description: <br /><p><span style="font-size: 11.0pt\; font-fami ly: 'Calibri'\,sans-serif\; mso-ascii-theme-font: minor-latin\; mso-fareas t-font-family: 'Times New Roman'\; mso-hansi-theme-font: minor-latin\; mso -bidi-theme-font: minor-latin\; color: black\; background: white\; mso-ans i-language: #0C00\; mso-fareast-language: EN-GB\; mso-bidi-language: AR-SA \;">The Internet of Things (IoT) is creating a new structure of awareness &ndash\; a cybernetic one &ndash\; upon physical processes. Industries of different kinds are expected to join soon this revolution\, leading to the so-called Factories of the Future\, also known as Industry 5.0. In this t alk\,&nbsp\;</span><strong style="font-variant-ligatures: normal\; font-va riant-caps: normal\; orphans: 2\; widows: 2\; -webkit-text-stroke-width: 0 px\; text-decoration-thickness: initial\; text-decoration-style: initial\; text-decoration-color: initial\; word-spacing: 0px\;">(i)</strong><span s tyle="font-variant-ligatures: normal\; font-variant-caps: normal\; orphans : 2\; widows: 2\; -webkit-text-stroke-width: 0px\; text-decoration-thickne ss: initial\; text-decoration-style: initial\; text-decoration-color: init ial\; float: none\; word-spacing: 0px\;"> we will review the prominent ind ustrial communication standards to date\, discussing the rationale behind moving from wired to wireless communications.&nbsp\;</span><strong style=" font-variant-ligatures: normal\; font-variant-caps: normal\; orphans: 2\; widows: 2\; -webkit-text-stroke-width: 0px\; text-decoration-thickness: in itial\; text-decoration-style: initial\; text-decoration-color: initial\; word-spacing: 0px\;">(ii)</strong><span style="font-variant-ligatures: nor mal\; font-variant-caps: normal\; orphans: 2\; widows: 2\; -webkit-text-st roke-width: 0px\; text-decoration-thickness: initial\; text-decoration-sty le: initial\; text-decoration-color: initial\; float: none\; word-spacing: 0px\;"> We will discuss recent research on technologies &amp\; techniques for Industry 5.0. We will first consider millimeter Wave technology to pr ovide reliable wireless network service within factories\, where links may experience rapid and temporary fluctuations of the received signal power due to dynamic blockers\, such as humans and robots moving in the environm ent. We will then address the issue of reliability in Industrial IoT (IIoT ) in case of missing sensors measurements due to network or hardware probl ems. We propose to support the fault detection and classification modules\ , which are the two critical components of a monitoring system for IIoT\, with a generative AI model. We will further discuss a framework to capture the semantic knowledge inherent in cyber-physical systems to minimize the use of explicit communication\, where all data are acquired with certain goals in mind\, like controlling an industrial process.&nbsp\;</span><stro ng style="font-variant-ligatures: normal\; font-variant-caps: normal\; orp hans: 2\; widows: 2\; -webkit-text-stroke-width: 0px\; text-decoration-thi ckness: initial\; text-decoration-style: initial\; text-decoration-color: initial\; word-spacing: 0px\;">(iii)&nbsp\;</strong><span style="font-vari ant-ligatures: normal\; font-variant-caps: normal\; orphans: 2\; widows: 2 \; -webkit-text-stroke-width: 0px\; text-decoration-thickness: initial\; t ext-decoration-style: initial\; text-decoration-color: initial\; float: no ne\; word-spacing: 0px\;">We will discuss a possible way to perform system -level analysis targeting Ultra-Reliable and Low-Latency Communication (UR LLC) systems\, looking into trade-offs of radio spectrum vs infrastructure deployment\, and inter-operator sharing of spectrum &amp\; network infras tructure. (</span><strong style="font-variant-ligatures: normal\; font-var iant-caps: normal\; orphans: 2\; widows: 2\; -webkit-text-stroke-width: 0p x\; text-decoration-thickness: initial\; text-decoration-style: initial\; text-decoration-color: initial\; word-spacing: 0px\;">iv)</strong><span st yle="font-variant-ligatures: normal\; font-variant-caps: normal\; orphans: 2\; widows: 2\; -webkit-text-stroke-width: 0px\; text-decoration-thicknes s: initial\; text-decoration-style: initial\; text-decoration-color: initi al\; float: none\; word-spacing: 0px\;">&nbsp\;Finally we will look into t he main emerging trends of 6G related to Industry 5.0\, discussing pros/co ns and open research directions of cutting-edge technologies such as Extre me URLLC\, Digital Twin\, Unmanned Vehicles\, and Reconfigurable Intellige nt Surfaces.</span></p> END:VEVENT END:VCALENDAR