Loading [MathJax]/extensions/MathMenu.js
Intelligent Reflecting Surface Enhanced Wireless Network: Joint Active and Passive Beamforming Design | IEEE Conference Publication | IEEE Xplore

Intelligent Reflecting Surface Enhanced Wireless Network: Joint Active and Passive Beamforming Design


Abstract:

Intelligent reflecting surface (IRS) is envisioned to have abundant applications in future wireless networks by smartly reconfiguring the signal propagation for performan...Show More

Abstract:

Intelligent reflecting surface (IRS) is envisioned to have abundant applications in future wireless networks by smartly reconfiguring the signal propagation for performance enhancement. Specifically, an IRS consists of a large number of low-cost passive elements each reflecting the incident signal with a certain phase shift to collaboratively achieve beamforming and suppress interference at one or more designated receivers. In this paper, we study an IRS-enhanced point-to-point multiple-input single-output (MISO) wireless system where one IRS is deployed to assist in the communication from a multi-antenna access point (AP) to a single-antenna user. As a result, the user simultaneously receives the signal sent directly from the AP as well as that reflected by the IRS. We aim to maximize the total received signal power at the user by jointly optimizing the (active) transmit beamforming at the AP and (passive) reflect beamforming by the phase shifters at the IRS. We first propose a centralized algorithm based on the technique of semidefinite relaxation (SDR) by assuming the global channel state information (CSI) available at the IRS. Since the centralized implementation requires excessive channel estimation and signal exchange overheads, we further propose a low-complexity distributed algorithm where the AP and IRS independently adjust the transmit beamforming and the phase shifts in an alternating manner until the convergence is reached. Simulation results show that significant performance gains can be achieved by the proposed algorithms as compared to benchmark schemes. Moreover, it is verified that the IRS is able to drastically enhance the link quality and/or coverage over the conventional setup without the IRS.
Date of Conference: 09-13 December 2018
Date Added to IEEE Xplore: 21 February 2019
ISBN Information:

ISSN Information:

Conference Location: Abu Dhabi, United Arab Emirates
Citations are not available for this document.

I. Introduction

Although there has been a quantum leap in spectrum efficiency of wireless networks in the last few decades thanks to various technological advances such as ultra-dense network (UDN), massive multiple-input multiple-output (M-MIMO), and millimeter wave (mmWave)communications, the network energy consumption and hardware cost are still critical issues faced in practical implementation [1]. For example, UDNs almost linearly scale the circuit and cooling energy consumption with the number of newly deployed base stations (BSs), while costly radio frequency (RF)chains and complex signal processing techniques are needed for efficient communication at mm Wave frequencies. On the other hand, adding an excessively large number of active components such as small-cell BSs/relays in wireless networks also causes a more severe interference issue. Therefore, research on finding both spectral and energy efficient techniques with low hardware cost is still imperative for realizing sustainable and green fifth-generation (5G) wireless networks and beyond [2].

Cites in Papers - |

Cites in Papers - IEEE (496)

Select All
1.
Christantus Obinna Nnamani, Chidera Linda Anioke, Saba Al-Rubaye, Antonios Tsourdos, "Signal-to-Interference-Noise-Ratio Density Distribution for UAV-Carried IRS-to-6G Ground Communication", IEEE Access, vol.13, pp.49824-49835, 2025.
2.
Sushmita Singh, Kuntal Deka, Sanjeev Sharma, Yuan-Pei Lin, Neelakandan Rajamohan, "Beamforming Optimization and ADMM-Based Detection in IRS-Aided OTFS Systems", IEEE Open Journal of the Communications Society, vol.6, pp.1948-1964, 2025.
3.
Sohail Ahmad, Faisal Naeem, Muhammad Tariq, "Intelligent Reflective Surfaces Assisted Vehicular Networks: A Computer Vision-Based Framework", IEEE Transactions on Intelligent Transportation Systems, vol.26, no.4, pp.4481-4490, 2025.
4.
Apichart Nutchanat, Kampol Woradit, Paskorn Champrasert, "Secured Wireless Communications Using Multiple Active and Passive Intelligent Reflecting Surfaces", IEEE Open Journal of the Communications Society, vol.6, pp.1763-1779, 2025.
5.
Mian Muhammad Kamal, Syed Zain Ul Abideen, Syed Sikandar Shah, Nabila Sehito, Salahuddin Khan, Bal S. Virdee, Mohammad Alibakhshikenari, Patrizia Livreri, "Secure Satellite Downlink With Hybrid RIS and AI-Based Optimization", IEEE Access, vol.13, pp.3726-3737, 2025.
6.
Yi Wang, Shaochuan Yang, Zheng Chu, Baofeng Ji, Meng Hua, Chunguo Li, "Robust Weighted Sum Secrecy Rate Maximization for Joint ITS- and IRS-Assisted Multi-Antenna Networks", IEEE Wireless Communications Letters, vol.14, no.3, pp.681-685, 2025.
7.
Rui Ma, Yuyang Peng, Runlong Ye, Ming Yue, Fawaz Al-Hazemi, Juho Lee, "Active RIS-Assisted Secure Communications Against Simultaneous Jamming and Eavesdropping", IEEE Wireless Communications Letters, vol.14, no.3, pp.686-690, 2025.
8.
Alberto Tarable, Laura Dossi, Giuseppe Virone, Alessandro Nordio, "IRS Configuration Techniques for Ultra-Wideband Signals and THz Communications", IEEE Transactions on Wireless Communications, vol.24, no.1, pp.629-642, 2025.
9.
Haoyu Lu, Sihan Zhuang, Hongcheng Zhuang, "RIS-Assisted Spectral Efficiency Enhancement for Vertical Sectorization Network", IEEE Wireless Communications Letters, vol.14, no.2, pp.315-319, 2025.
10.
Jinsong Chen, Kai Wu, Jinping Niu, Yanyan Li, Pengfei Xu, J. Andrew Zhang, "Spectral and Energy Efficient Waveform Design for RIS-Assisted ISAC", IEEE Transactions on Communications, vol.73, no.1, pp.158-172, 2025.
11.
Han Yan, Hua Chen, Wei Liu, Songjie Yang, Gang Wang, Chau Yuen, "RIS-Enabled Joint Near-Field 3D Localization and Synchronization in SISO Multipath Environments", IEEE Transactions on Green Communications and Networking, vol.9, no.1, pp.367-379, 2025.
12.
Rohit Agrawal, Pooja Pathak, Santosh Gore, Akanksha Goel, Priyanka Wani, Pratiksha Dadasaheb Sabale, "Implications of Wireless Networks Using the PROMETHEE Method", 2024 International Conference on Sustainable Communication Networks and Application (ICSCNA), pp.7-14, 2024.
13.
Yang Yang, M. Cenk Gursoy, "Green Collaborative Inference in RIS-Assisted MEC Networks under Computing Backlog Constraints", GLOBECOM 2024 - 2024 IEEE Global Communications Conference, pp.1401-1406, 2024.
14.
Ziyi Zhao, Zhaorui Wang, Shuowen Zhang, Liang Liu, "Finding Defective Elements in Intelligent Reflecting Surface via Over-the-Air Measurements", GLOBECOM 2024 - 2024 IEEE Global Communications Conference, pp.656-661, 2024.
15.
Yuncan Zhu, Meiling Li, Faissal El Bouanani, Yubin Zhao, "IRS-Assisted Collaborative Tracking for ISAC in Vehicular Networks", 2024 7th International Conference on Advanced Communication Technologies and Networking (CommNet), pp.1-6, 2024.
16.
Neha Choudhary, Sandeep Joshi, Vinod Kumar Chaubey, "Opportunistic Scheduling in IRS-Aided UAV Multi-User Wireless Communication Systems: Modeling and Analysis", IEEE Access, vol.12, pp.184667-184679, 2024.
17.
Yindi Jing, Xinwei Yu, "Interference Cancellation Using Precoding Design for UAV Systems with LOS Channels", 2024 IEEE 10th World Forum on Internet of Things (WF-IoT), pp.493-498, 2024.
18.
Inshi Nimnadini, Amine Mezghani, Ekram Hossain, "Low-Overhead Kronecker-Based Intelligent Reflective Surfaces for 5G and Beyond", 2024 IEEE 10th World Forum on Internet of Things (WF-IoT), pp.382-387, 2024.
19.
Zarghuna Suhail Khan, Jawad Mirza, Waeal J. Obidallah, Mohammed Alkhathami, Deafallah Alsadie, Rawan Alsuwailem, "User-IRS Association for Sum-Rate Maximization in Multi-IRS Aided Wireless Communication Networks", IEEE Access, vol.12, pp.167224-167235, 2024.
20.
Yang Yang, M. Cenk Gursoy, Marcelo M. Carvalho, "Throughput-Optimal RIS-Aided Uplink NOMA Transmissions with Downlink Simultaneous Wireless Information and Power Transfer", MILCOM 2024 - 2024 IEEE Military Communications Conference (MILCOM), pp.1156-1161, 2024.
21.
Joydev Ghosh, César Vargas-Rosales, Van Nhan Vo, Chakchai So-In, "Quantized Deep Learning Channel Model and Estimation for RIS-gMIMO Communication", IEEE Open Journal of the Communications Society, vol.5, pp.6932-6958, 2024.
22.
Ke Zhao, Zhiqun Song, Yong Li, Xingjian Li, Lizhe Liu, Bin Wang, "RIS-Aided Communication Network Deployment Strategy Based on BP Model", 2024 14th International Symposium on Antennas, Propagation and EM Theory (ISAPE), pp.1-4, 2024.
23.
Wenjing Wei, Xiaowei Pang, Xiaoqi Qin, Chengwen Xing, Nan Zhao, Dusit Niyato, "Joint Beamforming Design for Semi-IRS-Aided Secure ISAC with Assistance of Sensing", 2024 16th International Conference on Wireless Communications and Signal Processing (WCSP), pp.543-548, 2024.
24.
M. Rezwanul Mahmood, Mohammad Abdul Matin, Sotirios K. Goudos, "Passive Beamforming Design for Double RIS-muMIMO System: A Machine Learning Perspective", IEEE Access, vol.12, pp.151737-151748, 2024.
25.
Zeyu Sun, Yindi Jing, "Holographic MIMO NOMA Communications: A Power Saving Design", IEEE Transactions on Wireless Communications, vol.23, no.12, pp.18711-18724, 2024.
26.
Boxiang Deng, Zhenglin Yuan, Zhengquan Tang, Wanguo Jiao, Chunguo Li, Wen Zhou, "Energy Efficiency Optimization in IRS-Aided Multiuser MISO Communication Systems", IEEE Sensors Journal, vol.24, no.21, pp.35801-35808, 2024.
27.
Sadjad Alikhani, Ahmed Alkhateeb, "Digital Twin for Spectrum Sharing and Coexistence: Coordinating the Uncoordinated", 2024 IEEE 25th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), pp.796-800, 2024.
28.
Asad Mahmood, Thang X. Vu, Symeon Chatzinotas, Björn Ottersten, "Enhancing Indoor and Outdoor THz Communications with Beyond Diagonal-IRS: Optimization and Performance Analysis", 2024 IEEE 35th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), pp.1-6, 2024.
29.
Haoyu Lu, Hongcheng Zhuang, Lin Zhang, Zhaocheng Wang, "Gridding Based Reconfigurable Intelligent Surface-aided Wireless Network Optimization", 2024 IEEE 35th International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), pp.1-6, 2024.
30.
Qiu Ouyang, Jiupeng Zhang, Shi Yan, Mugen Peng, "Transmit Beamforming Design for Multi-UE Multi-Target ISAC Systems", IEEE Wireless Communications Letters, vol.13, no.11, pp.3094-3098, 2024.

Cites in Papers - Other Publishers (71)

1.
Adil Khan, Syed Agha Hassnain Mohsan, Abdelrahman Elfikky, Ayman I. Boghdady, Shabeer Ahmad, Nisreen Innab, "A Survey of Intelligent Reflecting Surfaces: Performance Analysis, Extensions, Potential Challenges, and Open Research Issues", Vehicular Communications, pp.100859, 2024.
2.
Kexin Liu, Mingliang Li, Kaizhi Huang, Zheng Wan, Qinlong Li, Xiaoli Sun, Xiaoming Xu, Liang Jin, "Secret key generation for reconfigurable intelligent surface‐assisted MISO multi‐user system", IET Communications, 2024.
3.
Pradeep Vishwakarma, Dipanjan Bhattacharjee, Sourav Dhar, Samarendra Nath Sur, "A Comprehensive Review on Beamforming Optimization Techniques for IRS assisted Energy Harvesting", Archives of Computational Methods in Engineering, 2024.
4.
Alireza Ghazavi Khorasgani, Foroogh S. Tabataba, Mohammad Sadegh Fazel, Mehdi Naderi Soorki, "Dynamic energy efficient resource allocation in multi-user multi-IRS mmWave 6G networks", Physical Communication, pp.102547, 2024.
5.
Qingqing Tu, Zheng Dong, Chenfei Xie, Xianbing Zou, Ning Wei, Ya Li, Fei Xu, "A Deep Reinforcement Learning‐Based Physical Layer Security Enhancement Design for RIS‐Aided mmWave Communications With Practical Constraints", Transactions on Emerging Telecommunications Technologies, vol.35, no.11, 2024.
6.
Dongfang Xu, Derrick Wing Kwan Ng, Robert Schober, "Beamforming Design for Secure IRS‐Assisted Multiuser MISO Systems", Physical‐Layer Security for 6G, pp.43, 2024.
7.
Jihong Wang, Yanan Zhu, "Joint passive beamforming and deployment design for active intelligent reflecting surface-assisted energy harvesting-cognitive radio sensor networks", Scientific Reports, vol.14, no.1, 2024.
8.
Huu Q. Tran, Byung Moo Lee, "Enhancing Reconfigurable Intelligent Surface-Enabled Cognitive Radio Networks for Sixth Generation and Beyond: Performance Analysis and Parameter Optimization", Sensors, vol.24, no.15, pp.4869, 2024.
9.
I. A. Burtakov, A. O. Gorbunova, A. A. Kureev, E. M. Khorov, "RIS Configuration Aging in a Time-Varying Environment", Journal of Communications Technology and Electronics, 2024.
10.
Santosh A. Janawade\\xa0, Prabu Krishnan\\xa0, Krishnamoorthy Kandasamy\\xa0, Shashank S. Holla\\xa0, Karthik Rao\\xa0, Aditya Chandrasekar\\xa0, "A Low-Complexity Solution for Optimizing Binary Intelligent Reflecting Surfaces towards Wireless Communication", Future Internet, vol.16, no.8, pp.272, 2024.
11.
Binghui Qian, Jingping Qiao, Chuanting Zhang, "STAR-RIS-Assisted Millimeter-Wave Secure Communication with Multiple Eavesdroppers", Mathematics, vol.12, no.14, pp.2259, 2024.
12.
K. Shoukath Ali, Arfat Ahmad Khan, T. Perarasi, M. Leeban Moses, "The Performance Analysis on Channel Estimation in Millimeter-Wave Communication and Their Challenges", Next Generation Wireless Communication, pp.35, 2024.
13.
Amin Mahmoudi Rad, Jafar Pourrostam, Mohammad Ali Tinati, "Improving power efficiency in 6G wireless communication networks through reconfigurable intelligent surfaces for different phase information", EURASIP Journal on Wireless Communications and Networking, vol.2024, no.1, 2024.
14.
Jiaxin Xu, Yuyang Peng, Runlong Ye, Wei Gan, Fawaz AL-Hazemi, Mohammad Meraj Mirza, "Secure Active Intelligent Reflecting Surface Communication against Colluding Eavesdroppers", Mathematics, vol.12, no.10, pp.1597, 2024.
15.
Shaochuan Yang, Kaizhi Huang, Hehao Niu, Yi Wang, Zheng Chu, Gaojie Chen, Zhen Li, "Weighted Sum Secrecy Rate Optimization for Cooperative Double-IRS-Assisted Multiuser Network", IET Signal Processing, vol.2024, pp.1, 2024.
16.
Anandakumar Haldorai, Babitha Lincy R, Suriya Murugan, Minu Balakrishnan, "AI-Based Effective Communication in Software-Defined VANET: A Study", Artificial Intelligence for Sustainable Development, pp.271, 2024.
17.
Yiming Xu, Jinshuo Liu, Xiaoguang Wu, Tianwen Guo, Huadong Peng, "Reconfigurable Holographic Surface-Assisted Wireless Secrecy Communication System", Electronics, vol.13, no.7, pp.1359, 2024.
18.
Junchi Ma, Jing Gao, Maolin Yang, Wenjing Yang, Haonan Sun, Bing Chen, Jingjing Chen, "The Performance Analysis of Double Intelligent Reflecting Surface-Assisted Cognitive Radio Network", Artificial Intelligence in China, vol.1043, pp.153, 2024.
19.
Chaorong ZHANG, Yuyang PENG, Ming YUE, Fawaz AL-HAZEMI, "A Simple Design of Reconfigurable Intelligent Surface-Assisted Index Modulation: Generalized Reflected Phase Modulation", IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences, vol.E107.A, no.1, pp.182, 2024.
20.
Li Zhao, Shaocheng Qu, Hongbo Xu, Ziming Wei, Chen Zhang, "Energy-Efficient Trajectory Design for Secure SWIPT Systems assisted by UAV-IRS", Vehicular Communications, pp.100725, 2024.
21.
Ximing Xie, Fang Fang, Zhiguo Ding, "Joint Design of Beamforming, Phase Shifting, and Power Allocation in a Multi‐cluster IRS‐NOMA Network" in Intelligent Surfaces Empowered 6G Wireless Network, pp.187-205, 2024.
22.
Ashu Taneja, Shalli Rani, Saleem Raza, Amar Jain, Shebnam M. Sefat, "Energy efficient IRS assisted 6G network for Industry 5.0", Scientific Reports, vol.13, no.1, 2023.
23.
Liang WU, 亮 吴, 在琛 张, 子轶 龚, 建 党, 秉诚 朱, "Position and velocity measurement in dual RIS-assisted radar systems", SCIENTIA SINICA Informationis, 2023.
24.
Shanshan Zhao, Biao Xie, Ziwei Liu, Jirui An, "Reconfigurable Intelligent Surface-Assisted Radar Deception Electronic Counter-Countermeasures", Remote Sensing, vol.15, no.21, pp.5149, 2023.
25.
Qiang Sun, Hai Yang, Hongwu Liu, Kyung Sup Kwak, "LMA-SLN beamforming optimization for sum-rate maximization in intelligent reflecting surface assisted NOMA Systems", ICT Express, 2023.
26.
Mehmet Bilim, "Performance analysis of RIS-Assisted wireless networks in the presence of imperfect phase errors", AEU - International Journal of Electronics and Communications, vol.171, pp.154923, 2023.
27.
Hui Zhang, Qiming Jia, Meikun Li, Jingjing Wang, Yuxin Song, "Passive Beamforming Design of IRS-Assisted MIMO Systems Based on Deep Learning", Sensors, vol.23, no.16, pp.7164, 2023.
28.
Shaochuan Yang, Kaizhi Huang, Hehao Niu, Yi Wang, Zheng Chu, "Weighted Sum Secrecy Rate Maximization for Joint ITS- and IRS-Empowered System", Entropy, vol.25, no.7, pp.1102, 2023.
29.
Binodon, Md. Rafatul Haque, Md. Amirul Hasan Shanto, Amit Karmaker, Md. Abir Hossain, "Priority-Based Intelligent Reflecting Surface for Uplink 6G Communication", Proceedings of the Fourth International Conference on Trends in Computational and Cognitive Engineering, vol.618, pp.321, 2023.
30.
Mengjie Xu, Minghe Mao, Ye Feng, Tianhe Li, Rui Shi, Yang He, "Beamforming design for max?min SINR in RIS?based hybrid relaying", IET Communications, 2023.
Contact IEEE to Subscribe

References

References is not available for this document.