Joint Allocation of Power and Subcarrier for Low Delay and Stable Power Line Communication
Power line communication (PLC) can realize low-cost IOT access and is widely used in home and new energy applications. To meet the requirements of low-latency services such as remote control and demand-side response, a joint optimal allocation algorithm of subcarriers and their power based on divers...
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| Format: | Article |
| Language: | English |
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Wiley
2025-01-01
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| Series: | IET Signal Processing |
| Online Access: | http://dx.doi.org/10.1049/sil2/4485513 |
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| _version_ | 1849729651705905152 |
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| author | Zhixiong Chen Zhihui Yang Zeng Dou |
| author_facet | Zhixiong Chen Zhihui Yang Zeng Dou |
| author_sort | Zhixiong Chen |
| collection | DOAJ |
| description | Power line communication (PLC) can realize low-cost IOT access and is widely used in home and new energy applications. To meet the requirements of low-latency services such as remote control and demand-side response, a joint optimal allocation algorithm of subcarriers and their power based on diversity grouping and channel prediction is proposed. First, considering the influence of channel estimation and prediction errors, a resource allocation model is established with the constraints of subcarrier data volume and transmission power, and the objective is to minimize the total delay of multiple slots. The optimal power allocation under the condition of a single slot is realized by subcarrier diversity grouping and improved genetic algorithm, and then the subcarrier power below the rate threshold is recycled and allocated to the slot with good prediction performance. Finally, the performance of the algorithm is compared and analyzed by simulation. The results show that the proposed algorithm can reduce the rate fluctuation and improve the system delay performance and deterministic transmission ability under the condition of ensuring the average rate optimization. |
| format | Article |
| id | doaj-art-6c70d63666ee42c2aa83fea3fecf8ecd |
| institution | DOAJ |
| issn | 1751-9683 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | IET Signal Processing |
| spelling | doaj-art-6c70d63666ee42c2aa83fea3fecf8ecd2025-08-20T03:09:09ZengWileyIET Signal Processing1751-96832025-01-01202510.1049/sil2/4485513Joint Allocation of Power and Subcarrier for Low Delay and Stable Power Line CommunicationZhixiong Chen0Zhihui Yang1Zeng Dou2Department of Electronics and Communication EngineeringDepartment of Electronics and Communication EngineeringInformation and Communication CompanyPower line communication (PLC) can realize low-cost IOT access and is widely used in home and new energy applications. To meet the requirements of low-latency services such as remote control and demand-side response, a joint optimal allocation algorithm of subcarriers and their power based on diversity grouping and channel prediction is proposed. First, considering the influence of channel estimation and prediction errors, a resource allocation model is established with the constraints of subcarrier data volume and transmission power, and the objective is to minimize the total delay of multiple slots. The optimal power allocation under the condition of a single slot is realized by subcarrier diversity grouping and improved genetic algorithm, and then the subcarrier power below the rate threshold is recycled and allocated to the slot with good prediction performance. Finally, the performance of the algorithm is compared and analyzed by simulation. The results show that the proposed algorithm can reduce the rate fluctuation and improve the system delay performance and deterministic transmission ability under the condition of ensuring the average rate optimization.http://dx.doi.org/10.1049/sil2/4485513 |
| spellingShingle | Zhixiong Chen Zhihui Yang Zeng Dou Joint Allocation of Power and Subcarrier for Low Delay and Stable Power Line Communication IET Signal Processing |
| title | Joint Allocation of Power and Subcarrier for Low Delay and Stable Power Line Communication |
| title_full | Joint Allocation of Power and Subcarrier for Low Delay and Stable Power Line Communication |
| title_fullStr | Joint Allocation of Power and Subcarrier for Low Delay and Stable Power Line Communication |
| title_full_unstemmed | Joint Allocation of Power and Subcarrier for Low Delay and Stable Power Line Communication |
| title_short | Joint Allocation of Power and Subcarrier for Low Delay and Stable Power Line Communication |
| title_sort | joint allocation of power and subcarrier for low delay and stable power line communication |
| url | http://dx.doi.org/10.1049/sil2/4485513 |
| work_keys_str_mv | AT zhixiongchen jointallocationofpowerandsubcarrierforlowdelayandstablepowerlinecommunication AT zhihuiyang jointallocationofpowerandsubcarrierforlowdelayandstablepowerlinecommunication AT zengdou jointallocationofpowerandsubcarrierforlowdelayandstablepowerlinecommunication |