Secrecy rate analysis for reconfigurable intelligent surface-assisted mimo communications with statistical CSI
In this paper, a reconfigurable intelligent surface (RIS)-assisted MIMO wireless secure communication system is considered, in which a base station (BS) equipped with multiple antennas exploits statistical channel state information to communicate with a legitimate multi-antenna user, in the presence...
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| Published in: | China communications Vol. 18; no. 3; pp. 52 - 62 |
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| Main Authors: | , , , , |
| Format: | Journal Article |
| Language: | English |
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China Institute of Communications
01.03.2021
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| ISSN: | 1673-5447 |
| Online Access: | Get full text |
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| Abstract | In this paper, a reconfigurable intelligent surface (RIS)-assisted MIMO wireless secure communication system is considered, in which a base station (BS) equipped with multiple antennas exploits statistical channel state information to communicate with a legitimate multi-antenna user, in the presence of an eavesdropper, also equipped with multiple antennas. We firstly obtain an analytical expression of the ergodic secrecy rate based on the results of large-dimensional random matrix theory. Then, a jointly alternating optimization algorithm with the method of Taylor series expansion and the projected gradient ascent method is proposed to design the transmit covariance matrix at the BS, as well as the diagonal phase- shifting matrix to maximize the ergodic secrecy rate. Simulations are conducted to demonstrate the accuracy of the derived analytical expressions, as well as the superior performance of our proposed algorithm. |
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| AbstractList | In this paper, a reconfigurable intelligent surface (RIS)-assisted MIMO wireless secure communication system is considered, in which a base station (BS) equipped with multiple antennas exploits statistical channel state information to communicate with a legitimate multi-antenna user, in the presence of an eavesdropper, also equipped with multiple antennas. We firstly obtain an analytical expression of the ergodic secrecy rate based on the results of large-dimensional random matrix theory. Then, a jointly alternating optimization algorithm with the method of Taylor series expansion and the projected gradient ascent method is proposed to design the transmit covariance matrix at the BS, as well as the diagonal phase- shifting matrix to maximize the ergodic secrecy rate. Simulations are conducted to demonstrate the accuracy of the derived analytical expressions, as well as the superior performance of our proposed algorithm. |
| Author | Liu, Jie Zhang, Qi Wang, Jue Zhang, Jun Sun, Xinghua |
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| Snippet | In this paper, a reconfigurable intelligent surface (RIS)-assisted MIMO wireless secure communication system is considered, in which a base station (BS)... |
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| StartPage | 52 |
| SubjectTerms | alternating optimization algorithm Communication system security Covariance matrices Downlink ergodic secrecy rate MISO communication Optimization reconfigurable intelligent surface Rician channels statistical CSI Wireless communication |
| Title | Secrecy rate analysis for reconfigurable intelligent surface-assisted mimo communications with statistical CSI |
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