Spectral and energy efficiency analysis for SLNR precoding in massive MIMO systems with imperfect CSI
We derive tractable bound expressions on achievable spectral efficiency for a multiple-input multiple-output (MIMO) system with a signal-to-leakage-plus-noise ratio precoding scheme (SLNR-PS) under the condition of imperfect channel state information. These bounds are tight and approach exact values...
| Main Authors: | , |
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| Format: | Journal Article |
| Language: | English |
| Published: |
2019
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| Online Access: | https://hdl.handle.net/10356/90244 http://hdl.handle.net/10220/48472 |
| _version_ | 1811680269695975424 |
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| author | Tran, Tuong Xuan Teh, Kah Chan |
| author2 | School of Electrical and Electronic Engineering |
| author_facet | School of Electrical and Electronic Engineering Tran, Tuong Xuan Teh, Kah Chan |
| author_sort | Tran, Tuong Xuan |
| collection | NTU |
| description | We derive tractable bound expressions on achievable spectral efficiency for a multiple-input multiple-output (MIMO) system with a signal-to-leakage-plus-noise ratio precoding scheme (SLNR-PS) under the condition of imperfect channel state information. These bounds are tight and approach exact values when the number of base station (BS) antennas is large. A problem of energy efficiency (EE) maximization is investigated by using a practical power consumption model. The effects of the system parameters and quality of channel estimation, including the number of BS antennas, transmit power, and training length on the performance metrics, are explicitly analyzed. Following that, an alternating optimization algorithm is employed to obtain the optimum EE. It has been shown that the proposed SLNR-PS performs better than the matched-filtering and zero-forcing schemes and a deployment of massive MIMO with the optimal transmit power and training length can achieve high EE. |
| first_indexed | 2024-10-01T03:22:22Z |
| format | Journal Article |
| id | ntu-10356/90244 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2024-10-01T03:22:22Z |
| publishDate | 2019 |
| record_format | dspace |
| spelling | ntu-10356/902442020-03-07T14:02:39Z Spectral and energy efficiency analysis for SLNR precoding in massive MIMO systems with imperfect CSI Tran, Tuong Xuan Teh, Kah Chan School of Electrical and Electronic Engineering Massive MIMO System SLNR Precoding Scheme DRNTU::Engineering::Electrical and electronic engineering We derive tractable bound expressions on achievable spectral efficiency for a multiple-input multiple-output (MIMO) system with a signal-to-leakage-plus-noise ratio precoding scheme (SLNR-PS) under the condition of imperfect channel state information. These bounds are tight and approach exact values when the number of base station (BS) antennas is large. A problem of energy efficiency (EE) maximization is investigated by using a practical power consumption model. The effects of the system parameters and quality of channel estimation, including the number of BS antennas, transmit power, and training length on the performance metrics, are explicitly analyzed. Following that, an alternating optimization algorithm is employed to obtain the optimum EE. It has been shown that the proposed SLNR-PS performs better than the matched-filtering and zero-forcing schemes and a deployment of massive MIMO with the optimal transmit power and training length can achieve high EE. Accepted version 2019-05-29T09:24:21Z 2019-12-06T17:43:54Z 2019-05-29T09:24:21Z 2019-12-06T17:43:54Z 2018 Journal Article Tran, T. X., & Teh, K. C. (2018). Spectral and energy efficiency analysis for SLNR precoding in massive MIMO systems with imperfect CSI. IEEE Transactions on Wireless Communications, 17(6), 4017-4027. doi:10.1109/TWC.2018.2819184 1536-1276 https://hdl.handle.net/10356/90244 http://hdl.handle.net/10220/48472 10.1109/TWC.2018.2819184 en IEEE Transactions on Wireless Communications © 2018 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The published version is available at: https://doi.org/10.1109/TWC.2018.2819184 11 p. application/pdf |
| spellingShingle | Massive MIMO System SLNR Precoding Scheme DRNTU::Engineering::Electrical and electronic engineering Tran, Tuong Xuan Teh, Kah Chan Spectral and energy efficiency analysis for SLNR precoding in massive MIMO systems with imperfect CSI |
| title | Spectral and energy efficiency analysis for SLNR precoding in massive MIMO systems with imperfect CSI |
| title_full | Spectral and energy efficiency analysis for SLNR precoding in massive MIMO systems with imperfect CSI |
| title_fullStr | Spectral and energy efficiency analysis for SLNR precoding in massive MIMO systems with imperfect CSI |
| title_full_unstemmed | Spectral and energy efficiency analysis for SLNR precoding in massive MIMO systems with imperfect CSI |
| title_short | Spectral and energy efficiency analysis for SLNR precoding in massive MIMO systems with imperfect CSI |
| title_sort | spectral and energy efficiency analysis for slnr precoding in massive mimo systems with imperfect csi |
| topic | Massive MIMO System SLNR Precoding Scheme DRNTU::Engineering::Electrical and electronic engineering |
| url | https://hdl.handle.net/10356/90244 http://hdl.handle.net/10220/48472 |
| work_keys_str_mv | AT trantuongxuan spectralandenergyefficiencyanalysisforslnrprecodinginmassivemimosystemswithimperfectcsi AT tehkahchan spectralandenergyefficiencyanalysisforslnrprecodinginmassivemimosystemswithimperfectcsi |