BEGIN:VCALENDAR VERSION:2.0 PRODID:IEEE vTools.Events//EN CALSCALE:GREGORIAN BEGIN:VTIMEZONE TZID:US/Eastern BEGIN:DAYLIGHT DTSTART:20220313T030000 TZOFFSETFROM:-0500 TZOFFSETTO:-0400 RRULE:FREQ=YEARLY;BYDAY=2SU;BYMONTH=3 TZNAME:EDT END:DAYLIGHT BEGIN:STANDARD DTSTART:20211107T010000 TZOFFSETFROM:-0400 TZOFFSETTO:-0500 RRULE:FREQ=YEARLY;BYDAY=1SU;BYMONTH=11 TZNAME:EST END:STANDARD END:VTIMEZONE BEGIN:VEVENT DTSTAMP:20211217T001419Z UID:3AB5F67A-6435-451F-AB70-9B19C7C9A2BA DTSTART;TZID=US/Eastern:20211122T110000 DTEND;TZID=US/Eastern:20211122T120000 DESCRIPTION:IEEE Communications Society\, Mohawk Valley chapter cordially i nvites you to a (virtual) technical seminar "Machine Learning Aided 6G: Le veraging Sensory Data for Highly-Mobile and Reliable Communication Systems " by Dr. Ahmed Alkhateeb from Arizona State University. Dr. Alkhateeb’s latest research and data sets can be found here: https://viwi-dataset.net/ and https://www.deepmimo.net/\n\nAbstract: Advanced communications and si gnal processing for millimeter-wave (mmWave) and terahertz (THz) frequenci es will be key enabling technologies for next generation wireless communic ations systems such as 6G and beyond. The communication over these frequen cy bands\, however\, is subject to critical challenges\, such as the large training overhead associated with adjusting the narrow beams and the high sensitivity to blockages. These challenges make it difficult for mmWave/T Hz MIMO systems to support applications like virtual/augmented reality and vehicular communications that have high mobility and strict reliability/l atency constraints. In this talk\, I will present DeepSense 6G\, a large-s cale real-world dataset that enables multi-modal sensing and communication deep learning research. I will go over the dataset structure and the avai lable scenarios. Then\, I will present some of the applications and machin e learning tasks enabled by the dataset such as position\, radar\, LiDAR\, and camera aided beam prediction\, and sensing-aided proactive blockage p rediction. Finally\, I will provide a brief overview of other relevant res earch directions\, including the interplay between communications\, imagin g\, and localization at above 100GHz\, and the integration of large intell igent surfaces in future wireless systems.\n\nBio: Ahmed Alkhateeb receive d his B.S. degree (distinction with honor) and M.S. degree in Electrical E ngineering from Cairo University\, Egypt\, in 2008 and 2012\, and his Ph.D . degree in Electrical Engineering from The University of Texas at Austin\ , USA\, in August 2016. In Sept. 2016- Dec. 2017\, he was a Wireless Commu nications Researcher at the Connectivity Lab\, Facebook\, in Menlo Park\, CA. He joined Arizona State University (ASU) in Spring 2018\, where he is currently an Assistant Professor in the School of Electrical\, Computer\, and Energy Engineering. He has held R&D internships at FutureWei Technolog ies (Huawei) in Chicago\, IL\, and Samsung Research America (SRA) in Dalla s\, TX. His research interests are in the broad areas of wireless communic ations\, communication theory\, signal processing\, machine learning\, and applied math. Dr. Alkhateeb is the recipient of the 2012 MCD Fellowship f rom The University of Texas at Austin\, the 2016 IEEE Signal Processing So ciety Young Author Best Paper Award for his work on hybrid precoding and c hannel estimation in millimeter-wave communication systems\, and the NSF C AREER Award 2021 to support his research on leveraging machine learning fo r large-scale MIMO systems.\n\n[Join WebEx meeting](https://ieeemeetings.w ebex.com/ieeemeetings/j.php?MTID=mc0d54043ec6908b62e53330301054fe4)\n\nhtt ps://ieeemeetings.webex.com/ieeemeetings/j.php?MTID=mc0d54043ec6908b62e533 30301054fe4\n\nMeeting number: 2534 325 2836\nMeeting password: aYpggp4Nw3 3\n\nJoin from a video system or application\n\nDial 25343252836@ieeemeeti ngs.webex.com\nYou can also dial 173.243.2.68 and enter your meeting numbe r.\nTo dial from an IEEE Video Conference System: *1 2534 325 2836\n\nTap to join from a mobile device (attendees only)\n\n[+1-415-655-0002\,\,25343 252836##](tel:%2B1-415-655-0002\,\,*01*25343252836%23%23*01*) United State s Toll\n[1-855-282-6330\,\,25343252836##](tel:1-855-282-6330\,\,*01*253432 52836%23%23*01*) United States Toll Free\n\nJoin by phone\n\n+1-415-655-00 02 United States Toll\n1-855-282-6330 United States Toll Free\n[Global cal l-in numbers](https://ieeemeetings.webex.com/ieeemeetings/globalcallin.php ?MTID=m4be08e31884e12084ef9fc707f667fdf) | [Toll-free calling restrictions ](https://www.webex.com/pdf/tollfree_restrictions.pdf)\n\n[Add this meetin g](https://ieeemeetings.webex.com/ieeemeetings/j.php?MTID=m134310b819c5199 0c2bdff0c6e1ac5e8) to your calendar. (Cannot add from mobile devices.)\n\n Speaker(s): Dr. Ahmed Alkhateeb\, \n\nAgenda: \nTechnical seminar followed by Q&A session.\n\nRome\, New York\, United States\, Virtual: https://eve nts.vtools.ieee.org/m/289704 LOCATION:Rome\, New York\, United States\, Virtual: https://events.vtools.i eee.org/m/289704 ORGANIZER:ngwethawdar@ieee.org SEQUENCE:1 SUMMARY:Technical Seminar: Machine Learning Aided 6G: Leveraging Sensory Da ta for Highly-Mobile and Reliable Communication Systems URL;VALUE=URI:https://events.vtools.ieee.org/m/289704 X-ALT-DESC:Description: <br /><p>IEEE Communications Society\, Mohawk Valle y chapter cordially invites you to a (virtual) technical seminar "Machine Learning Aided 6G: Leveraging Sensory Data for Highly-Mobile and Reliable Communication Systems" by&nbsp\; Dr. Ahmed Alkhateeb from Arizona State Un iversity. Dr. Alkhateeb&rsquo\;s latest research and data sets can be foun d here:&nbsp\;<a href="https://viwi-dataset.net/" target="_blank" rel="noo pener" data-saferedirecturl="https://www.google.com/url?q=https://viwi-dat aset.net/&amp\;source=gmail&amp\;ust=1636757012229000&amp\;usg=AOvVaw28NdY LtwCSD_Bo54CydBsj">https://viwi-dataset.<wbr />net/</a>&nbsp\;and&nbsp\;<a href="https://www.deepmimo.net/" target="_blank" rel="noopener" data-safe redirecturl="https://www.google.com/url?q=https://www.deepmimo.net/&amp\;s ource=gmail&amp\;ust=1636757012229000&amp\;usg=AOvVaw2-JZ6F5D6Rp5oLq-l1cf4 h">https://www.deepmimo.net/</a>&nbsp\;</p>\n<p style="font-weight: 400\;" ><strong>Abstract:</strong>&nbsp\;Advanced communications and signal proce ssing for millimeter-wave (mmWave) and terahertz (THz) frequencies will be key enabling technologies for next generation wireless communications sys tems such as 6G and beyond. The communication over these frequency bands\, however\, is subject to critical challenges\, such as the large training overhead associated with adjusting the narrow beams and the high sensitivi ty to blockages. These challenges make it difficult for mmWave/THz MIMO sy stems to support applications like virtual/augmented reality and vehicular communications that have high mobility and strict reliability/latency con straints. In this talk\, I will present DeepSense 6G\, a large-scale real- world dataset that enables multi-modal sensing and communication deep lear ning research. I will go over the dataset structure and the available scen arios. Then\, I will present some of the applications and machine learning tasks enabled by the dataset such as position\, radar\, LiDAR\, and camer a aided beam prediction\, and sensing-aided proactive blockage prediction. Finally\, I will provide a brief overview of other relevant research dire ctions\, including the interplay between communications\, imaging\, and lo calization at above 100GHz\, and the integration of large intelligent surf aces in future wireless systems.<br /><br /><strong>Bio:</strong>&nbsp\;Ah med Alkhateeb received his B.S. degree (distinction with honor) and M.S. d egree in Electrical Engineering from Cairo University\, Egypt\, in 2008 an d 2012\, and his Ph.D. degree in Electrical Engineering from The Universit y of Texas at Austin\, USA\, in August 2016. In Sept. 2016- Dec. 2017\, he was a Wireless Communications Researcher at the Connectivity Lab\, Facebo ok\, in Menlo Park\, CA. He joined Arizona State University (ASU) in Sprin g 2018\, where he is currently an Assistant Professor in the School of Ele ctrical\, Computer\, and Energy Engineering. He has held R&amp\;D internsh ips at FutureWei Technologies (Huawei) in Chicago\, IL\, and Samsung Resea rch America (SRA) in Dallas\, TX. His research interests are in the broad areas of wireless communications\, communication theory\, signal processin g\, machine learning\, and applied math. Dr. Alkhateeb is the recipient of the 2012 MCD Fellowship from The University of Texas at Austin\, the 2016 IEEE Signal Processing Society Young Author Best Paper Award for his work on hybrid precoding and channel estimation in millimeter-wave communicati on systems\, and the NSF CAREER Award 2021 to support his research on leve raging machine learning for large-scale MIMO systems.</p>\n<p>&nbsp\;</p>\ n<table style="font-weight: 400\;">\n<tbody>\n<tr>\n<td>&nbsp\;</td>\n</tr >\n</tbody>\n</table>\n<table style="font-weight: 400\;">\n<tbody>\n<tr>\n <td><a href="https://ieeemeetings.webex.com/ieeemeetings/j.php?MTID=mc0d54 043ec6908b62e53330301054fe4" data-saferedirecturl="https://www.google.com/ url?q=https://ieeemeetings.webex.com/ieeemeetings/j.php?MTID%3Dmc0d54043ec 6908b62e53330301054fe4&amp\;source=gmail&amp\;ust=1636757012229000&amp\;us g=AOvVaw2bG2QCJctPRtcCNjIHI4YS"><strong>Join WebEx meeting</strong></a></t d>\n</tr>\n</tbody>\n</table>\n<p style="font-weight: 400\;"><br /><a href ="https://ieeemeetings.webex.com/ieeemeetings/j.php?MTID=mc0d54043ec6908b6 2e53330301054fe4" data-saferedirecturl="https://www.google.com/url?q=https ://ieeemeetings.webex.com/ieeemeetings/j.php?MTID%3Dmc0d54043ec6908b62e533 30301054fe4&amp\;source=gmail&amp\;ust=1636757012229000&amp\;usg=AOvVaw2bG 2QCJctPRtcCNjIHI4YS">https://ieeemeetings.webex.com/ieeemeetings/j.php?MTI D=mc0d54043ec6908b62e53330301054fe4</a><br /><br /></p>\n<table style="fon t-weight: 400\;">\n<tbody>\n<tr>\n<td>Meeting number:</td>\n<td>2534 325 2 836</td>\n</tr>\n<tr>\n<td>Meeting password:</td>\n<td>aYpggp4Nw33</td>\n< /tr>\n</tbody>\n</table>\n<p style="font-weight: 400\;">&nbsp\;</p>\n<tabl e style="font-weight: 400\;">\n<tbody>\n<tr>\n<td>&nbsp\;</td>\n</tr>\n</t body>\n</table>\n<p>Join from a video system or application</p>\n<table st yle="font-weight: 400\;">\n<tbody>\n<tr>\n<td>Dial&nbsp\;25343252836@ieeem eetings.webex.com</td>\n</tr>\n<tr>\n<td>You can also dial 173.243.2.68 an d enter your meeting number.</td>\n</tr>\n</tbody>\n</table>\n<p style="fo nt-weight: 400\;">To dial from an IEEE Video Conference System:&nbsp\;<str ong>*1 2534 325 2836</strong><br /><br /></p>\n<p>Tap to join from a mobil e device (attendees only)</p>\n<table style="font-weight: 400\;">\n<tbody> \n<tr>\n<td><a href="tel:%2B1-415-655-0002\,\,*01*25343252836%23%23*01*">+ 1-415-655-0002\,\,25343252836##</a>&nbsp\;United States Toll</td>\n</tr>\n <tr>\n<td><a href="tel:1-855-282-6330\,\,*01*25343252836%23%23*01*">1-855- 282-6330\,\,25343252836##</a>&nbsp\;United States Toll Free</td>\n</tr>\n< tr>\n<td>&nbsp\;</td>\n</tr>\n</tbody>\n</table>\n<p>Join by phone</p>\n<t able style="font-weight: 400\;">\n<tbody>\n<tr>\n<td>+1-415-655-0002&nbsp\ ;United States Toll</td>\n</tr>\n<tr>\n<td>1-855-282-6330&nbsp\;United Sta tes Toll Free</td>\n</tr>\n<tr>\n<td><a href="https://ieeemeetings.webex.c om/ieeemeetings/globalcallin.php?MTID=m4be08e31884e12084ef9fc707f667fdf" d ata-saferedirecturl="https://www.google.com/url?q=https://ieeemeetings.web ex.com/ieeemeetings/globalcallin.php?MTID%3Dm4be08e31884e12084ef9fc707f667 fdf&amp\;source=gmail&amp\;ust=1636757012229000&amp\;usg=AOvVaw3T4kqVU3yZ_ T27H4GWxBge">Global call-in numbers</a>&nbsp\;&nbsp\;|&nbsp\;&nbsp\;<a hre f="https://www.webex.com/pdf/tollfree_restrictions.pdf" data-saferedirectu rl="https://www.google.com/url?q=https://www.webex.com/pdf/tollfree_restri ctions.pdf&amp\;source=gmail&amp\;ust=1636757012229000&amp\;usg=AOvVaw23yd ypc_mCvR1PGs8wjnur">Toll-free calling restrictions</a></td>\n</tr>\n</tbod y>\n</table>\n<table style="font-weight: 400\;">\n<tbody>\n<tr>\n<td>&nbsp \;</td>\n</tr>\n</tbody>\n</table>\n<table style="font-weight: 400\;">\n<t body>\n<tr>\n<td><a href="https://ieeemeetings.webex.com/ieeemeetings/j.ph p?MTID=m134310b819c51990c2bdff0c6e1ac5e8" data-saferedirecturl="https://ww w.google.com/url?q=https://ieeemeetings.webex.com/ieeemeetings/j.php?MTID% 3Dm134310b819c51990c2bdff0c6e1ac5e8&amp\;source=gmail&amp\;ust=16367570122 29000&amp\;usg=AOvVaw0_iQQRTGYchEQJImdROB66">Add this meeting</a>&nbsp\;to your calendar. (Cannot add from mobile devices.)</td>\n</tr>\n</tbody>\n< /table>\n<table style="font-weight: 400\;">\n<tbody>\n<tr>\n<td>&nbsp\;</t d>\n</tr>\n</tbody>\n</table>\n<p>&nbsp\;</p><br /><br />Agenda: <br /><p> Technical seminar followed by Q&amp\;A session.</p> END:VEVENT END:VCALENDAR