Sum Rate Maximization for Multi-Carrier SWIPT Relay System With Non-Ideal Power Amplifier and Circuit Power Consumption
In this paper, we investigate the resource optimization algorithm design in a multicarrier relay system with simultaneous wireless information and power transfer (SWIPT). The relay is capable of harvesting energy from the source's signals by using the power splitting method. The non-ideal energ...
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doaj-487afdffdbb04888920e37b71b1d0e172021-03-29T23:31:51ZengIEEEIEEE Access2169-35362019-01-017898058982010.1109/ACCESS.2019.29264738754757Sum Rate Maximization for Multi-Carrier SWIPT Relay System With Non-Ideal Power Amplifier and Circuit Power ConsumptionYanyan Shen0https://orcid.org/0000-0003-0639-2925Bo Yang1https://orcid.org/0000-0001-9268-8436Shuqiang Wang2https://orcid.org/0000-0003-1119-320XShimin Gong3Liang Xue4https://orcid.org/0000-0002-4204-8294Xinping Guan5Chinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, Shenzhen, ChinaDepartment of Automation, Shanghai Jiao Tong University, Shanghai, ChinaChinese Academy of Sciences, Shenzhen Institutes of Advanced Technology, Shenzhen, ChinaSchool of Intelligent Systems Engineering, Sun Yat-sen University, Guangzhou, ChinaSchool of Information and Electrical Engineering, Hebei University of Engineering, Handan, ChinaDepartment of Automation, Shanghai Jiao Tong University, Shanghai, ChinaIn this paper, we investigate the resource optimization algorithm design in a multicarrier relay system with simultaneous wireless information and power transfer (SWIPT). The relay is capable of harvesting energy from the source's signals by using the power splitting method. The non-ideal energy consumption including both the non-ideal power amplifier and non-ideal circuit power consumption is considered. First, we study the transmission rate maximization problem (TRMP) in an asymmetric decode-and-forward (DF) relay transmission, where the transmission power at the source, the transmission power at the relay, the power splitting ratio, and the transmission time are jointly optimized. The formulated problem is a non-convex problem, and it is generally quite difficult to solve it. By exploiting the structure of the problem, we propose two methods (logarithmic operation on constraints and logarithmic change of variables) to transform it into the corresponding difference of convex (DC) optimization problems. Then, we extend the TRMP to an amplify-and-forward (AF) relay transmission. Furthermore, we propose an effective algorithm to solve the DC optimization problem and prove that the algorithm can converge to a stationary point. Finally, extensive simulations are conducted to verify the performance of the proposed algorithm. The simulation results show that the asymmetric DF relay transmission achieves the highest sum rate and the AF relay transmission achieves a much lower sum rate than both the asymmetric and symmetric DF relay transmissions under different conditions.https://ieeexplore.ieee.org/document/8754757/Non-ideal power consumptionnon-convex optimizationpower splittingrelay transmissionsimultaneous wireless information and power transfer |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yanyan Shen Bo Yang Shuqiang Wang Shimin Gong Liang Xue Xinping Guan |
spellingShingle |
Yanyan Shen Bo Yang Shuqiang Wang Shimin Gong Liang Xue Xinping Guan Sum Rate Maximization for Multi-Carrier SWIPT Relay System With Non-Ideal Power Amplifier and Circuit Power Consumption IEEE Access Non-ideal power consumption non-convex optimization power splitting relay transmission simultaneous wireless information and power transfer |
author_facet |
Yanyan Shen Bo Yang Shuqiang Wang Shimin Gong Liang Xue Xinping Guan |
author_sort |
Yanyan Shen |
title |
Sum Rate Maximization for Multi-Carrier SWIPT Relay System With Non-Ideal Power Amplifier and Circuit Power Consumption |
title_short |
Sum Rate Maximization for Multi-Carrier SWIPT Relay System With Non-Ideal Power Amplifier and Circuit Power Consumption |
title_full |
Sum Rate Maximization for Multi-Carrier SWIPT Relay System With Non-Ideal Power Amplifier and Circuit Power Consumption |
title_fullStr |
Sum Rate Maximization for Multi-Carrier SWIPT Relay System With Non-Ideal Power Amplifier and Circuit Power Consumption |
title_full_unstemmed |
Sum Rate Maximization for Multi-Carrier SWIPT Relay System With Non-Ideal Power Amplifier and Circuit Power Consumption |
title_sort |
sum rate maximization for multi-carrier swipt relay system with non-ideal power amplifier and circuit power consumption |
publisher |
IEEE |
series |
IEEE Access |
issn |
2169-3536 |
publishDate |
2019-01-01 |
description |
In this paper, we investigate the resource optimization algorithm design in a multicarrier relay system with simultaneous wireless information and power transfer (SWIPT). The relay is capable of harvesting energy from the source's signals by using the power splitting method. The non-ideal energy consumption including both the non-ideal power amplifier and non-ideal circuit power consumption is considered. First, we study the transmission rate maximization problem (TRMP) in an asymmetric decode-and-forward (DF) relay transmission, where the transmission power at the source, the transmission power at the relay, the power splitting ratio, and the transmission time are jointly optimized. The formulated problem is a non-convex problem, and it is generally quite difficult to solve it. By exploiting the structure of the problem, we propose two methods (logarithmic operation on constraints and logarithmic change of variables) to transform it into the corresponding difference of convex (DC) optimization problems. Then, we extend the TRMP to an amplify-and-forward (AF) relay transmission. Furthermore, we propose an effective algorithm to solve the DC optimization problem and prove that the algorithm can converge to a stationary point. Finally, extensive simulations are conducted to verify the performance of the proposed algorithm. The simulation results show that the asymmetric DF relay transmission achieves the highest sum rate and the AF relay transmission achieves a much lower sum rate than both the asymmetric and symmetric DF relay transmissions under different conditions. |
topic |
Non-ideal power consumption non-convex optimization power splitting relay transmission simultaneous wireless information and power transfer |
url |
https://ieeexplore.ieee.org/document/8754757/ |
work_keys_str_mv |
AT yanyanshen sumratemaximizationformulticarrierswiptrelaysystemwithnonidealpoweramplifierandcircuitpowerconsumption AT boyang sumratemaximizationformulticarrierswiptrelaysystemwithnonidealpoweramplifierandcircuitpowerconsumption AT shuqiangwang sumratemaximizationformulticarrierswiptrelaysystemwithnonidealpoweramplifierandcircuitpowerconsumption AT shimingong sumratemaximizationformulticarrierswiptrelaysystemwithnonidealpoweramplifierandcircuitpowerconsumption AT liangxue sumratemaximizationformulticarrierswiptrelaysystemwithnonidealpoweramplifierandcircuitpowerconsumption AT xinpingguan sumratemaximizationformulticarrierswiptrelaysystemwithnonidealpoweramplifierandcircuitpowerconsumption |
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1724189295918448640 |