Research on collaborative orchestration technology of stereo-heterogeneous communication networks in power IoT
The space-air-ground integrated stereo communication networks can meet the communication requirements of wide coverage and massive connectivity of Power IoT （Internet of things）. However， the multi-layer heterogeneous communication networks are characterized by complex structure， decentralized nodes...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | zho |
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zhejiang electric power
2023-10-01
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| Series: | Zhejiang dianli |
| Subjects: | |
| Online Access: | https://zjdl.cbpt.cnki.net/WKE3/WebPublication/paperDigest.aspx?paperID=d70749a7-c5cc-4d73-ba22-e6f35197d79d |
| _version_ | 1797644618298294272 |
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| author | TAO Jing LIU Shidong LIU Chuan BU Xiande |
| author_facet | TAO Jing LIU Shidong LIU Chuan BU Xiande |
| author_sort | TAO Jing |
| collection | DOAJ |
| description | The space-air-ground integrated stereo communication networks can meet the communication requirements of wide coverage and massive connectivity of Power IoT （Internet of things）. However， the multi-layer heterogeneous communication networks are characterized by complex structure， decentralized nodes， and difficult operation and maintenance. Based on the concept of centralized control logic of SDN （software-defined networking）， a collaborative control scheme for stereo-heterogeneous communication networks in power IoT based on the collaborative orchestration system is proposed. The design requirements analysis of the collaborative orchestration system is carried out， and its functional design is completed. Given the core functional requirements of the system， an improved traffic scheduling method based on Q-learning is proposed. Simulation results show that the proposed method can improve the traffic throughput capacity and load balancing capacity of the heterogeneous communication networks. |
| first_indexed | 2024-03-11T14:33:47Z |
| format | Article |
| id | doaj.art-e79a79510999470fa145d00f0b38b8bc |
| institution | Directory Open Access Journal |
| issn | 1007-1881 |
| language | zho |
| last_indexed | 2024-03-11T14:33:47Z |
| publishDate | 2023-10-01 |
| publisher | zhejiang electric power |
| record_format | Article |
| series | Zhejiang dianli |
| spelling | doaj.art-e79a79510999470fa145d00f0b38b8bc2023-10-31T06:47:29Zzhozhejiang electric powerZhejiang dianli1007-18812023-10-014210738310.19585/j.zjdl.2023100091007-1881（2023）10-0073-11Research on collaborative orchestration technology of stereo-heterogeneous communication networks in power IoTTAO JingLIU ShidongLIU ChuanBU XiandeThe space-air-ground integrated stereo communication networks can meet the communication requirements of wide coverage and massive connectivity of Power IoT （Internet of things）. However， the multi-layer heterogeneous communication networks are characterized by complex structure， decentralized nodes， and difficult operation and maintenance. Based on the concept of centralized control logic of SDN （software-defined networking）， a collaborative control scheme for stereo-heterogeneous communication networks in power IoT based on the collaborative orchestration system is proposed. The design requirements analysis of the collaborative orchestration system is carried out， and its functional design is completed. Given the core functional requirements of the system， an improved traffic scheduling method based on Q-learning is proposed. Simulation results show that the proposed method can improve the traffic throughput capacity and load balancing capacity of the heterogeneous communication networks.https://zjdl.cbpt.cnki.net/WKE3/WebPublication/paperDigest.aspx?paperID=d70749a7-c5cc-4d73-ba22-e6f35197d79dpower iotspace-air-ground integratedheterogeneous communicative networkcollaborative orchestrationtraffic scheduling |
| spellingShingle | TAO Jing LIU Shidong LIU Chuan BU Xiande Research on collaborative orchestration technology of stereo-heterogeneous communication networks in power IoT Zhejiang dianli power iot space-air-ground integrated heterogeneous communicative network collaborative orchestration traffic scheduling |
| title | Research on collaborative orchestration technology of stereo-heterogeneous communication networks in power IoT |
| title_full | Research on collaborative orchestration technology of stereo-heterogeneous communication networks in power IoT |
| title_fullStr | Research on collaborative orchestration technology of stereo-heterogeneous communication networks in power IoT |
| title_full_unstemmed | Research on collaborative orchestration technology of stereo-heterogeneous communication networks in power IoT |
| title_short | Research on collaborative orchestration technology of stereo-heterogeneous communication networks in power IoT |
| title_sort | research on collaborative orchestration technology of stereo heterogeneous communication networks in power iot |
| topic | power iot space-air-ground integrated heterogeneous communicative network collaborative orchestration traffic scheduling |
| url | https://zjdl.cbpt.cnki.net/WKE3/WebPublication/paperDigest.aspx?paperID=d70749a7-c5cc-4d73-ba22-e6f35197d79d |
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