Time- and Unit-Cell Splitting Comparison for the Autonomous Operation of Reconfigurable Intelligent Surfaces
In this work, we analytically compare the performance of the time- and unit cell-splitting protocols for satisfying the energy needs of reconfigurable intelligent surfaces (RISs) through wireless energy harvesting from information signals. We first compute the RIS energy consumption per frame for bo...
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Published in | IEEE transactions on green communications and networking Vol. 7; no. 3; pp. 1566 - 1582 |
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Main Authors | , , , , , , |
Format | Journal Article |
Language | English |
Published |
Piscataway
IEEE
01.09.2023
The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
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Online Access | Get full text |
ISSN | 2473-2400 2473-2400 |
DOI | 10.1109/TGCN.2023.3266925 |
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Abstract | In this work, we analytically compare the performance of the time- and unit cell-splitting protocols for satisfying the energy needs of reconfigurable intelligent surfaces (RISs) through wireless energy harvesting from information signals. We first compute the RIS energy consumption per frame for both protocols and subsequently formulate an optimization problem that maximizes the average rate under the constraint of meeting the RIS long-term energy consumption demands. Analytical solutions to the optimal allocation of resources that involve a single integral are provided for both protocols in the case of random transmitter-RIS links that are subject to Rician or Nakagami-m fading distributions. Moreover, closed-form solutions are provided for the case of deterministic transmitter-RIS links. In addition, increasing and decreasing monotonic trends are revealed, based on analysis, for the ratio of the achievable rates of the presented protocols with respect to the RIS energy consumption. Finally, numerical results validate the analytical findings and reveal that the unit cell-splitting protocol exhibits a notably higher average rate performance compared with its time-splitting counterpart throughout the feasible range of RIS energy consumption values. However, this comes at a cost of a notably reduced signal-to-noise ratio as the RIS energy demands increase. |
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AbstractList | In this work, we analytically compare the performance of the time- and unit cell-splitting protocols for satisfying the energy needs of reconfigurable intelligent surfaces (RISs) through wireless energy harvesting from information signals. We first compute the RIS energy consumption per frame for both protocols and subsequently formulate an optimization problem that maximizes the average rate under the constraint of meeting the RIS long-term energy consumption demands. Analytical solutions to the optimal allocation of resources that involve a single integral are provided for both protocols in the case of random transmitter-RIS links that are subject to Rician or Nakagami-m fading distributions. Moreover, closed-form solutions are provided for the case of deterministic transmitter-RIS links. In addition, increasing and decreasing monotonic trends are revealed, based on analysis, for the ratio of the achievable rates of the presented protocols with respect to the RIS energy consumption. Finally, numerical results validate the analytical findings and reveal that the unit cell-splitting protocol exhibits a notably higher average rate performance compared with its time-splitting counterpart throughout the feasible range of RIS energy consumption values. However, this comes at a cost of a notably reduced signal-to-noise ratio as the RIS energy demands increase. |
Author | Boulogeorgos, Alexandros-Apostolos A. Abdullah, Zaid Mesodiakaki, Agapi Abadal, Sergi Chatzinotas, Symeon Bjornson, Emil Ntontin, Konstantinos |
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References | ref13 ref12 ref34 ref15 ref37 ref14 ref36 Jiménez-Sáez (ref20) 2022 ref31 ref30 ref11 ref33 ref32 ref2 ref1 ref17 ref16 ref38 ref19 ref18 Tang (ref39) 2021 Docomo (ref26) 2023 Zhang (ref27) 2021; 176 ref24 ref25 ref42 ref41 ref22 ref21 ref43 (ref3) 2023 ref28 ref29 ref8 Pan (ref10) 2023 ref7 ref9 ref4 ref6 ref5 Fletcher (ref35) 2020 ref40 (ref23) 2020 |
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SubjectTerms | 6G networks Autonomous operation Channel estimation Energy consumption Energy harvesting Exact solutions Information processing Optimization Protocols Reconfigurable intelligent surfaces reconfigurable intelligent surfaces (RISs) Signal to noise ratio Splitting Unit cell Wireless communication wireless energy harvesting |
Title | Time- and Unit-Cell Splitting Comparison for the Autonomous Operation of Reconfigurable Intelligent Surfaces |
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