Abstract:
In this paper, we propose a downlink multiple-input single-output (MISO) transmission scheme, which is assisted by an intelligent reflecting surface (IRS) consisting of a...Show MoreMetadata
Abstract:
In this paper, we propose a downlink multiple-input single-output (MISO) transmission scheme, which is assisted by an intelligent reflecting surface (IRS) consisting of a large number of passive reflecting elements. In the literature, it has been proved that nonorthogonal multiple access (NOMA) can achieve the same performance as computationally complex dirty paper coding, where the quasi-degradation condition is satisfied, conditioned on the users’ channels fall in the quasi-degradation region. However, in a conventional communication scenario, it is difficult to guarantee the quasi-degradation, because the channels are determined by the propagation environments and cannot be reconfigured. To overcome this difficulty, we focus on an IRS-assisted MISO NOMA system, where the wireless channels can be effectively tuned. We optimize the beamforming vectors and the IRS phase shift matrix for minimizing transmission power. Furthermore, we propose an improved quasi-degradation condition by using IRS, which can ensure that NOMA achieves the capacity region with high possibility. For a comparison, we study zero-forcing beamforming (ZFBF) as well, where the beamforming vectors and the IRS phase shift matrix are also jointly optimized. Comparing NOMA with ZFBF, it is shown that, with the same IRS phase shift matrix and the improved quasi-degradation condition, NOMA always outperforms ZFBF. At the same time, we identify the condition under which ZFBF outperforms NOMA, which motivates the proposed hybrid NOMA transmission. Simulation results show that the proposed IRS-assisted MISO system outperforms the MISO case without IRS, and the hybrid NOMA transmission scheme always achieves better performance than orthogonal multiple access.
Published in: IEEE Transactions on Communications ( Volume: 69, Issue: 2, February 2021)
Funding Agency:

National Mobile Communications Research Laboratory, Southeast University, Nanjing, China
College of Electronic and Information Engineering, Nanjing University of Information Science and Technology, Nanjing, China
Jianyue Zhu (Member, IEEE) received the B.S. degree from Nanjing Agricultural University in 2015. She is currently pursuing the Ph.D. degree in information and communication engineering with the School of Information Science and Engineering, Southeast University, Nanjing, China. From 2018 to 2019, she was visited the School of Computing and Communications, Lancaster University, U.K. Her current research interests include ...Show More
Jianyue Zhu (Member, IEEE) received the B.S. degree from Nanjing Agricultural University in 2015. She is currently pursuing the Ph.D. degree in information and communication engineering with the School of Information Science and Engineering, Southeast University, Nanjing, China. From 2018 to 2019, she was visited the School of Computing and Communications, Lancaster University, U.K. Her current research interests include ...View more

National Mobile Communications Research Laboratory, Southeast University, Nanjing, China
Purple Mountain Laboratory, Nanjing, China
Yongming Huang (Senior Member, IEEE) received the B.S. and M.S. degrees from Nanjing University, China, in 2000 and 2003, respectively, and the Ph.D. degree in electrical engineering from Southeast University, China, in 2007.
Since March 2007, he has been a faculty with the School of Information Science and Engineering, Southeast University, where he is currently a Full Professor. From 2008 to 2009, he was visited the Sign...Show More
Yongming Huang (Senior Member, IEEE) received the B.S. and M.S. degrees from Nanjing University, China, in 2000 and 2003, respectively, and the Ph.D. degree in electrical engineering from Southeast University, China, in 2007.
Since March 2007, he has been a faculty with the School of Information Science and Engineering, Southeast University, where he is currently a Full Professor. From 2008 to 2009, he was visited the Sign...View more

National Mobile Communications Research Laboratory, Southeast University, Nanjing, China
Purple Mountain Laboratory, Nanjing, China
Jiaheng Wang (Senior Member, IEEE) received the B.E. and M.S. degrees from Southeast University, Nanjing, China, in 2001 and 2006, respectively, and the Ph.D. degree in electronic and computer engineering from the Hong Kong University of Science and Technology, Kowloon, Hong Kong, in 2010.
From 2010 to 2011, he was with the Signal Processing Laboratory, KTH Royal Institute of Technology, Stockholm, Sweden. He also held vis...Show More
Jiaheng Wang (Senior Member, IEEE) received the B.E. and M.S. degrees from Southeast University, Nanjing, China, in 2001 and 2006, respectively, and the Ph.D. degree in electronic and computer engineering from the Hong Kong University of Science and Technology, Kowloon, Hong Kong, in 2010.
From 2010 to 2011, he was with the Signal Processing Laboratory, KTH Royal Institute of Technology, Stockholm, Sweden. He also held vis...View more

School of Computing and Communications, Lancaster University, Lancaster, U.K
Keivan Navaie (Senior Member, IEEE) is currently with the School of Computing and Communications, Lancaster University, U.K. His research interests include innovative inter-disciplinary solutions to address fundamental technical and design challenges in intelligent cyber physical systems and their integrations into day-to-day life to improve its sustainability and anti-fragility. His research covers topics including distr...Show More
Keivan Navaie (Senior Member, IEEE) is currently with the School of Computing and Communications, Lancaster University, U.K. His research interests include innovative inter-disciplinary solutions to address fundamental technical and design challenges in intelligent cyber physical systems and their integrations into day-to-day life to improve its sustainability and anti-fragility. His research covers topics including distr...View more

School of Electrical and Electronic Engineering, The University of Manchester, Manchester, U.K
Zhiguo Ding (Fellow, IEEE) received the B.Eng. degree in electrical engineering from the Beijing University of Posts and Telecommunications in 2000, and the Ph.D. degree in electrical engineering from Imperial College London in 2005.
From July 2005 to April 2018, he was worked in Queen’s University Belfast, Imperial College, Newcastle University, and Lancaster University. Since April 2018, he has been with The University o...Show More
Zhiguo Ding (Fellow, IEEE) received the B.Eng. degree in electrical engineering from the Beijing University of Posts and Telecommunications in 2000, and the Ph.D. degree in electrical engineering from Imperial College London in 2005.
From July 2005 to April 2018, he was worked in Queen’s University Belfast, Imperial College, Newcastle University, and Lancaster University. Since April 2018, he has been with The University o...View more

National Mobile Communications Research Laboratory, Southeast University, Nanjing, China
College of Electronic and Information Engineering, Nanjing University of Information Science and Technology, Nanjing, China
Jianyue Zhu (Member, IEEE) received the B.S. degree from Nanjing Agricultural University in 2015. She is currently pursuing the Ph.D. degree in information and communication engineering with the School of Information Science and Engineering, Southeast University, Nanjing, China. From 2018 to 2019, she was visited the School of Computing and Communications, Lancaster University, U.K. Her current research interests include non-orthogonal multiple access, intelligent reflecting surface, and optimization theory.
Jianyue Zhu (Member, IEEE) received the B.S. degree from Nanjing Agricultural University in 2015. She is currently pursuing the Ph.D. degree in information and communication engineering with the School of Information Science and Engineering, Southeast University, Nanjing, China. From 2018 to 2019, she was visited the School of Computing and Communications, Lancaster University, U.K. Her current research interests include non-orthogonal multiple access, intelligent reflecting surface, and optimization theory.View more

National Mobile Communications Research Laboratory, Southeast University, Nanjing, China
Purple Mountain Laboratory, Nanjing, China
Yongming Huang (Senior Member, IEEE) received the B.S. and M.S. degrees from Nanjing University, China, in 2000 and 2003, respectively, and the Ph.D. degree in electrical engineering from Southeast University, China, in 2007.
Since March 2007, he has been a faculty with the School of Information Science and Engineering, Southeast University, where he is currently a Full Professor. From 2008 to 2009, he was visited the Signal Processing Laboratory, Electrical Engineering, Royal Institute of Technology (KTH), Stockholm, Sweden. He has published more than 200 peer-reviewed articles, hold more than 80 invention patents. His current research interests include MIMO wireless communications, millimeter wave wireless communications, and intelligent mobile communications. He submitted around 20 technical contributions to IEEE standards, and was awarded a certificate of appreciation for outstanding contribution to the development of IEEE standard 802.11aj. He has served as an Associate Editor for IEEE Transactions on Signal Processing, IEEE Wireless Communications Letters, EURASIP Journal on Advances in Signal Processing, and EURASIP Journal on Wireless Communications and Networking, and a Guest Editor for IEEE Journal Selected Areas in Communications.
Yongming Huang (Senior Member, IEEE) received the B.S. and M.S. degrees from Nanjing University, China, in 2000 and 2003, respectively, and the Ph.D. degree in electrical engineering from Southeast University, China, in 2007.
Since March 2007, he has been a faculty with the School of Information Science and Engineering, Southeast University, where he is currently a Full Professor. From 2008 to 2009, he was visited the Signal Processing Laboratory, Electrical Engineering, Royal Institute of Technology (KTH), Stockholm, Sweden. He has published more than 200 peer-reviewed articles, hold more than 80 invention patents. His current research interests include MIMO wireless communications, millimeter wave wireless communications, and intelligent mobile communications. He submitted around 20 technical contributions to IEEE standards, and was awarded a certificate of appreciation for outstanding contribution to the development of IEEE standard 802.11aj. He has served as an Associate Editor for IEEE Transactions on Signal Processing, IEEE Wireless Communications Letters, EURASIP Journal on Advances in Signal Processing, and EURASIP Journal on Wireless Communications and Networking, and a Guest Editor for IEEE Journal Selected Areas in Communications.View more

National Mobile Communications Research Laboratory, Southeast University, Nanjing, China
Purple Mountain Laboratory, Nanjing, China
Jiaheng Wang (Senior Member, IEEE) received the B.E. and M.S. degrees from Southeast University, Nanjing, China, in 2001 and 2006, respectively, and the Ph.D. degree in electronic and computer engineering from the Hong Kong University of Science and Technology, Kowloon, Hong Kong, in 2010.
From 2010 to 2011, he was with the Signal Processing Laboratory, KTH Royal Institute of Technology, Stockholm, Sweden. He also held visiting positions at the Friedrich Alexander University Erlangen-Nürnberg, Nürnberg, Germany, and the University of Macau, Macau. He is currently a Full Professor with the National Mobile Communications Research Laboratory (NCRL), Southeast University. He has published more than 100 articles on international journals and conferences. His research interests include optimization in signal processing and wireless communications.
Dr. Wang was a recipient of the Humboldt Fellowship for Experienced Researchers and the best paper awards of IEEE GLOBECOM 2019, ADHOCNETS 2019, and WCSP 2014. From 2014 to 2018, he served as an Associate Editor for IEEE Signal Processing Letters. Since 2018, he has been serving as a Senior Area Editor for IEEE Signal Processing Letters.
Jiaheng Wang (Senior Member, IEEE) received the B.E. and M.S. degrees from Southeast University, Nanjing, China, in 2001 and 2006, respectively, and the Ph.D. degree in electronic and computer engineering from the Hong Kong University of Science and Technology, Kowloon, Hong Kong, in 2010.
From 2010 to 2011, he was with the Signal Processing Laboratory, KTH Royal Institute of Technology, Stockholm, Sweden. He also held visiting positions at the Friedrich Alexander University Erlangen-Nürnberg, Nürnberg, Germany, and the University of Macau, Macau. He is currently a Full Professor with the National Mobile Communications Research Laboratory (NCRL), Southeast University. He has published more than 100 articles on international journals and conferences. His research interests include optimization in signal processing and wireless communications.
Dr. Wang was a recipient of the Humboldt Fellowship for Experienced Researchers and the best paper awards of IEEE GLOBECOM 2019, ADHOCNETS 2019, and WCSP 2014. From 2014 to 2018, he served as an Associate Editor for IEEE Signal Processing Letters. Since 2018, he has been serving as a Senior Area Editor for IEEE Signal Processing Letters.View more

School of Computing and Communications, Lancaster University, Lancaster, U.K
Keivan Navaie (Senior Member, IEEE) is currently with the School of Computing and Communications, Lancaster University, U.K. His research interests include innovative inter-disciplinary solutions to address fundamental technical and design challenges in intelligent cyber physical systems and their integrations into day-to-day life to improve its sustainability and anti-fragility. His research covers topics including distributed cloud and edge computing, connectivity resilience in cyber-physical systems and IoT, applications of machine learning and artificial intelligence, and cognitive communications networks. He is a fellow of IET and a Chartered Engineer, U.K. He is on the Editorial Board of IEEE Communications Letters, IEEE Communications Surveys and Tutorials, Transactions on Wireless Communications, and IEEE Access. He is also Advocate of evidence-based policy making through his involvement with the EU Environment Agency and EU Parliament as an Independent Scientific Expert.
Keivan Navaie (Senior Member, IEEE) is currently with the School of Computing and Communications, Lancaster University, U.K. His research interests include innovative inter-disciplinary solutions to address fundamental technical and design challenges in intelligent cyber physical systems and their integrations into day-to-day life to improve its sustainability and anti-fragility. His research covers topics including distributed cloud and edge computing, connectivity resilience in cyber-physical systems and IoT, applications of machine learning and artificial intelligence, and cognitive communications networks. He is a fellow of IET and a Chartered Engineer, U.K. He is on the Editorial Board of IEEE Communications Letters, IEEE Communications Surveys and Tutorials, Transactions on Wireless Communications, and IEEE Access. He is also Advocate of evidence-based policy making through his involvement with the EU Environment Agency and EU Parliament as an Independent Scientific Expert.View more

School of Electrical and Electronic Engineering, The University of Manchester, Manchester, U.K
Zhiguo Ding (Fellow, IEEE) received the B.Eng. degree in electrical engineering from the Beijing University of Posts and Telecommunications in 2000, and the Ph.D. degree in electrical engineering from Imperial College London in 2005.
From July 2005 to April 2018, he was worked in Queen’s University Belfast, Imperial College, Newcastle University, and Lancaster University. Since April 2018, he has been with The University of Manchester as a Professor in Communications. From October 2012 to September 2020, he was an Academic Visitor with Princeton University. His research interests include 5G networks, game theory, cooperative and energy harvesting networks, and statistical signal processing. He received the Best Paper Award in IET ICWMC-2009 and IEEE WCSP-2014, the EU Marie Curie Fellowship from 2012 to 2014, the Top IEEE TVT Editor 2017, the IEEE Heinrich Hertz Award 2018, the IEEE Jack Neubauer Memorial Award 2018, and the IEEE Best Signal Processing Letter Award 2018. He is currently serving as an Area Editor for IEEE Open Journal of the Communications Society, an Editor for IEEE Transactions on Communications, IEEE Transactions on Vehicular Technology, and Journal of Wireless Communications and Mobile Computing, and was an Editor for IEEE Wireless Communication Letters and IEEE Communication Letters from 2013 to 2016.
Zhiguo Ding (Fellow, IEEE) received the B.Eng. degree in electrical engineering from the Beijing University of Posts and Telecommunications in 2000, and the Ph.D. degree in electrical engineering from Imperial College London in 2005.
From July 2005 to April 2018, he was worked in Queen’s University Belfast, Imperial College, Newcastle University, and Lancaster University. Since April 2018, he has been with The University of Manchester as a Professor in Communications. From October 2012 to September 2020, he was an Academic Visitor with Princeton University. His research interests include 5G networks, game theory, cooperative and energy harvesting networks, and statistical signal processing. He received the Best Paper Award in IET ICWMC-2009 and IEEE WCSP-2014, the EU Marie Curie Fellowship from 2012 to 2014, the Top IEEE TVT Editor 2017, the IEEE Heinrich Hertz Award 2018, the IEEE Jack Neubauer Memorial Award 2018, and the IEEE Best Signal Processing Letter Award 2018. He is currently serving as an Area Editor for IEEE Open Journal of the Communications Society, an Editor for IEEE Transactions on Communications, IEEE Transactions on Vehicular Technology, and Journal of Wireless Communications and Mobile Computing, and was an Editor for IEEE Wireless Communication Letters and IEEE Communication Letters from 2013 to 2016.View more