Loading [MathJax]/extensions/MathMenu.js
Precoding Design for Multi-User MISO Systems With Delay-Constrained and -Tolerant Users | IEEE Journals & Magazine | IEEE Xplore

Precoding Design for Multi-User MISO Systems With Delay-Constrained and -Tolerant Users


Abstract:

In both academia and industry, multi-user multiple-input single-output (MU-MISO) techniques have shown enormous gains in spectral efficiency by exploiting spatial degrees...Show More

Abstract:

In both academia and industry, multi-user multiple-input single-output (MU-MISO) techniques have shown enormous gains in spectral efficiency by exploiting spatial degrees of freedom. So far, an underlying assumption in most of the existing MU-MISO design has been that all the users use infinite blocklength, so that they can achieve the Shannon capacity. This setup, however, is not suitable considering delay-constrained users whose blocklength tends to be finite. In this paper, we consider a heterogeneous setting in MU-MISO systems where delay-constrained users and delay-tolerant users coexist, called a DCTU-MISO network. To maximize the sum spectral efficiency in this system, we present the spectral efficiency for delay-tolerant users and provide a lower bound of the spectral efficiency for delay-constrained users. We consider an optimization problem that maximizes the sum spectral efficiency of delay-tolerant users while satisfying the latency constraint of delay-constrained users, and propose a generalized power iteration (GPI) precoding algorithm that finds a principal precoding vector. Furthermore, we extend a DCTU-MISO network to the multiple time slots scenario and propose a recursive GPI precoding algorithm. In simulation results, we validate proposed methods outperform baseline schemes and present the effect of network parameters on the average sum spectral efficiency.
Published in: IEEE Transactions on Wireless Communications ( Volume: 21, Issue: 7, July 2022)
Page(s): 5090 - 5105
Date of Publication: 05 January 2022

ISSN Information:

Funding Agency:

Author image of Minsu Kim
Department of Information and Communication Engineering, Daegu Gyeongbuk Institute of Science and Technology, Daegu, South Korea
Minsu Kim (Graduate Student Member, IEEE) received the B.S. degree in electrical engineering from Kookmin University, Seoul, South Korea, in 2017, and the M.S. degree from the Department of Information and Communication Engineering, Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu, South Korea, in 2019, where he is currently pursuing the Ph.D. degree with the Department of Information and Communication E...Show More
Minsu Kim (Graduate Student Member, IEEE) received the B.S. degree in electrical engineering from Kookmin University, Seoul, South Korea, in 2017, and the M.S. degree from the Department of Information and Communication Engineering, Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu, South Korea, in 2019, where he is currently pursuing the Ph.D. degree with the Department of Information and Communication E...View more
Author image of Jeonghun Park
School of Electronics Engineering, Kyungpook National University, Daegu, South Korea
Jeonghun Park (Member, IEEE) received the B.S. and M.S. degrees in electrical and electronic engineering from Yonsei University, Seoul, South Korea, in 2010 and 2012, respectively, and the Ph.D. degree in electrical and computer engineering from The University of Texas at Austin, TX, USA, in 2017. He is currently working as an Assistant Professor with the School of Electronics Engineering, Kyungpook National University (K...Show More
Jeonghun Park (Member, IEEE) received the B.S. and M.S. degrees in electrical and electronic engineering from Yonsei University, Seoul, South Korea, in 2010 and 2012, respectively, and the Ph.D. degree in electrical and computer engineering from The University of Texas at Austin, TX, USA, in 2017. He is currently working as an Assistant Professor with the School of Electronics Engineering, Kyungpook National University (K...View more
Author image of Jemin Lee
Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon, South Korea
Jemin Lee (Member, IEEE) received the B.S. (Hons.), M.S., and Ph.D. degrees in electrical and electronic engineering from Yonsei University, Seoul, South Korea, in 2004, 2007, and 2010, respectively.
She was a Post-Doctoral Fellow with the Massachusetts Institute of Technology (MIT), Cambridge, MA, USA, from 2010 to 2013, a Temasek Research Fellow with the iTrust, Centre for Research in Cyber Security, Singapore University...Show More
Jemin Lee (Member, IEEE) received the B.S. (Hons.), M.S., and Ph.D. degrees in electrical and electronic engineering from Yonsei University, Seoul, South Korea, in 2004, 2007, and 2010, respectively.
She was a Post-Doctoral Fellow with the Massachusetts Institute of Technology (MIT), Cambridge, MA, USA, from 2010 to 2013, a Temasek Research Fellow with the iTrust, Centre for Research in Cyber Security, Singapore University...View more

Author image of Minsu Kim
Department of Information and Communication Engineering, Daegu Gyeongbuk Institute of Science and Technology, Daegu, South Korea
Minsu Kim (Graduate Student Member, IEEE) received the B.S. degree in electrical engineering from Kookmin University, Seoul, South Korea, in 2017, and the M.S. degree from the Department of Information and Communication Engineering, Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu, South Korea, in 2019, where he is currently pursuing the Ph.D. degree with the Department of Information and Communication Engineering. His current research interests include multi-user multiple-input single-output networks, unmanned aerial vehicle communications, wireless security, and intelligent networking. He received the KICS Outstanding Paper Award, in 2017.
Minsu Kim (Graduate Student Member, IEEE) received the B.S. degree in electrical engineering from Kookmin University, Seoul, South Korea, in 2017, and the M.S. degree from the Department of Information and Communication Engineering, Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu, South Korea, in 2019, where he is currently pursuing the Ph.D. degree with the Department of Information and Communication Engineering. His current research interests include multi-user multiple-input single-output networks, unmanned aerial vehicle communications, wireless security, and intelligent networking. He received the KICS Outstanding Paper Award, in 2017.View more
Author image of Jeonghun Park
School of Electronics Engineering, Kyungpook National University, Daegu, South Korea
Jeonghun Park (Member, IEEE) received the B.S. and M.S. degrees in electrical and electronic engineering from Yonsei University, Seoul, South Korea, in 2010 and 2012, respectively, and the Ph.D. degree in electrical and computer engineering from The University of Texas at Austin, TX, USA, in 2017. He is currently working as an Assistant Professor with the School of Electronics Engineering, Kyungpook National University (KNU), Daegu, South Korea. Prior to joining KNU, he worked in Qualcomm Wireless Research and Development, San Diego, USA. His main research interests are developing and analyzing future wireless communication systems using tools of optimization, information theory, and machine learning.
Jeonghun Park (Member, IEEE) received the B.S. and M.S. degrees in electrical and electronic engineering from Yonsei University, Seoul, South Korea, in 2010 and 2012, respectively, and the Ph.D. degree in electrical and computer engineering from The University of Texas at Austin, TX, USA, in 2017. He is currently working as an Assistant Professor with the School of Electronics Engineering, Kyungpook National University (KNU), Daegu, South Korea. Prior to joining KNU, he worked in Qualcomm Wireless Research and Development, San Diego, USA. His main research interests are developing and analyzing future wireless communication systems using tools of optimization, information theory, and machine learning.View more
Author image of Jemin Lee
Department of Electrical and Computer Engineering, Sungkyunkwan University, Suwon, South Korea
Jemin Lee (Member, IEEE) received the B.S. (Hons.), M.S., and Ph.D. degrees in electrical and electronic engineering from Yonsei University, Seoul, South Korea, in 2004, 2007, and 2010, respectively.
She was a Post-Doctoral Fellow with the Massachusetts Institute of Technology (MIT), Cambridge, MA, USA, from 2010 to 2013, a Temasek Research Fellow with the iTrust, Centre for Research in Cyber Security, Singapore University of Technology and Design (SUTD), Singapore, from 2014 to 2016, and an Associate Professor with the Department of Information and Communication Engineering, Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu, South Korea, from 2016 to 2021. She is currently an Associate Professor with the Department of Electrical and Computer Engineering, Sungkyunkwan University (SKKU), Suwon, South Korea. Her current research interests include wireless communications, wireless security, intelligent networking, and blockchain networks. She is currently an Editor for the IEEE Wireless Communications Letters, and was an Editor for the IEEE Transactions on Wireless Communications and the IEEE Communication Letters from 2014 to 2019. She serves as the Chair for the IEEE Communication Society (ComSoc) Radio Communications Technical Committee (RCC). She has been servicing as the Symposium/Track Chairs in a number of international conferences including 2020 IEEE Globecom and 2020 IEEE WCNC. She received the Haedong Young Engineering Researcher Award in 2020, the IEEE ComSoc Young Author Best Paper Award in 2020, the IEEE ComSoc AP Outstanding Paper Award in 2017, the IEEE ComSoc AP Outstanding Young Researcher Award in 2014, the Temasek Research Fellowship in 2013, and the Chun-Gang Outstanding Research Award in 2011.
Jemin Lee (Member, IEEE) received the B.S. (Hons.), M.S., and Ph.D. degrees in electrical and electronic engineering from Yonsei University, Seoul, South Korea, in 2004, 2007, and 2010, respectively.
She was a Post-Doctoral Fellow with the Massachusetts Institute of Technology (MIT), Cambridge, MA, USA, from 2010 to 2013, a Temasek Research Fellow with the iTrust, Centre for Research in Cyber Security, Singapore University of Technology and Design (SUTD), Singapore, from 2014 to 2016, and an Associate Professor with the Department of Information and Communication Engineering, Daegu Gyeongbuk Institute of Science and Technology (DGIST), Daegu, South Korea, from 2016 to 2021. She is currently an Associate Professor with the Department of Electrical and Computer Engineering, Sungkyunkwan University (SKKU), Suwon, South Korea. Her current research interests include wireless communications, wireless security, intelligent networking, and blockchain networks. She is currently an Editor for the IEEE Wireless Communications Letters, and was an Editor for the IEEE Transactions on Wireless Communications and the IEEE Communication Letters from 2014 to 2019. She serves as the Chair for the IEEE Communication Society (ComSoc) Radio Communications Technical Committee (RCC). She has been servicing as the Symposium/Track Chairs in a number of international conferences including 2020 IEEE Globecom and 2020 IEEE WCNC. She received the Haedong Young Engineering Researcher Award in 2020, the IEEE ComSoc Young Author Best Paper Award in 2020, the IEEE ComSoc AP Outstanding Paper Award in 2017, the IEEE ComSoc AP Outstanding Young Researcher Award in 2014, the Temasek Research Fellowship in 2013, and the Chun-Gang Outstanding Research Award in 2011.View more
Contact IEEE to Subscribe

References

References is not available for this document.