Abstract
Intelligent reflecting surface (IRS) is considered as an effective technology to enhance the performance of wireless communication systems. In this paper, the robust optimization design of the IRS-assisted wireless multi-group multicast MISO system with statistical CSI errors is investigated. Two optimization problems, namely max-min fairness problem and QoS problem, are discussed separately. In order to deal with the non-convex imperfect CSI constraint, the Bernstein-type inequality is utilized to transform the outage probability constraint into a second-order cone (SOC) constraint and linear inequalities. Furthermore, two efficient algorithms based on alternating optimization (AD) are proposed to solve the reformulated problems, respectively. In particular, the semi-definite relaxation (SDR) technique is applied to optimize the transmit beamforming and IRS reflection coefficients. The numerical simulation results indicate that by deploying IRS and utilizing the proposed algorithms, the system performance can be improved significantly. However, the gain of introducing IRS in the system heavily depends on the bound of the CSI error.
| Original language | English |
|---|---|
| Title of host publication | Proceedings - IEEE Global Communications Conference, GLOBECOM 2022 |
| Publisher | IEEE |
| Pages | 3205-3210 |
| Number of pages | 6 |
| ISBN (Electronic) | 9781665435406 |
| ISBN (Print) | 9781665435413 |
| DOIs | |
| Publication status | Published - 11 Jan 2023 |
| Externally published | Yes |
| Event | 2022 IEEE Global Communications Conference, GLOBECOM 2022 - Rio de Janeiro, Brazil Duration: 04 Dec 2022 → 08 Dec 2022 |
Publication series
| Name | Proceedings - IEEE Global Communications Conference, GLOBECOM |
|---|---|
| ISSN (Print) | 1930-529X |
Conference
| Conference | 2022 IEEE Global Communications Conference, GLOBECOM 2022 |
|---|---|
| Country/Territory | Brazil |
| City | Rio de Janeiro |
| Period | 04/12/2022 → 08/12/2022 |
Bibliographical note
Publisher Copyright:© 2022 IEEE.
Keywords
- beamforming
- fairness
- imperfect CSI
- Intelligent reflecting surface
- multi-group multicast
- QoS
ASJC Scopus subject areas
- Artificial Intelligence
- Computer Networks and Communications
- Hardware and Architecture
- Signal Processing