Design and open services of JiuTian intelligent network simulation platform
The JiuTian intelligent network simulation platform was proposed, which could provide wireless communication simulation data services for the open innovation platform.The platform contained a series of scalable simulator functionalities, offering open services that enable users to use reinforcement...
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| Main Authors: | , , , , , , , , |
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| Format: | Article |
| Language: | zho |
| Published: |
Beijing Xintong Media Co., Ltd
2023-08-01
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| Series: | Dianxin kexue |
| Subjects: | |
| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2023178/ |
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| _version_ | 1841533652531412992 |
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| author | Lei ZHAO Miaomiao ZHANG Guangyu LI Zhuowen GUAN Sijia LIU Zhaobin XIAO Yuting CAO Zhe LYU Yanping LIANG |
| author_facet | Lei ZHAO Miaomiao ZHANG Guangyu LI Zhuowen GUAN Sijia LIU Zhaobin XIAO Yuting CAO Zhe LYU Yanping LIANG |
| author_sort | Lei ZHAO |
| collection | DOAJ |
| description | The JiuTian intelligent network simulation platform was proposed, which could provide wireless communication simulation data services for the open innovation platform.The platform contained a series of scalable simulator functionalities, offering open services that enable users to use reinforcement learning algorithms for model training and inference based on simulation environments and data.Additionally, it allowed users to address optimization tasks in different scenarios by uploading and updating parameter configurations.The platform and its open services were primarily introduced from the perspectives of background, overall architecture, simulator, business scenarios, and future directions. |
| format | Article |
| id | doaj-art-96be06424d84429c8b1fddb056866c0d |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2023-08-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-96be06424d84429c8b1fddb056866c0d2025-01-15T02:58:08ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012023-08-0139435359560713Design and open services of JiuTian intelligent network simulation platformLei ZHAOMiaomiao ZHANGGuangyu LIZhuowen GUANSijia LIUZhaobin XIAOYuting CAOZhe LYUYanping LIANGThe JiuTian intelligent network simulation platform was proposed, which could provide wireless communication simulation data services for the open innovation platform.The platform contained a series of scalable simulator functionalities, offering open services that enable users to use reinforcement learning algorithms for model training and inference based on simulation environments and data.Additionally, it allowed users to address optimization tasks in different scenarios by uploading and updating parameter configurations.The platform and its open services were primarily introduced from the perspectives of background, overall architecture, simulator, business scenarios, and future directions.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2023178/simulation platformemulatorbusiness scenariowireless communicationnetwork intelligence |
| spellingShingle | Lei ZHAO Miaomiao ZHANG Guangyu LI Zhuowen GUAN Sijia LIU Zhaobin XIAO Yuting CAO Zhe LYU Yanping LIANG Design and open services of JiuTian intelligent network simulation platform Dianxin kexue simulation platform emulator business scenario wireless communication network intelligence |
| title | Design and open services of JiuTian intelligent network simulation platform |
| title_full | Design and open services of JiuTian intelligent network simulation platform |
| title_fullStr | Design and open services of JiuTian intelligent network simulation platform |
| title_full_unstemmed | Design and open services of JiuTian intelligent network simulation platform |
| title_short | Design and open services of JiuTian intelligent network simulation platform |
| title_sort | design and open services of jiutian intelligent network simulation platform |
| topic | simulation platform emulator business scenario wireless communication network intelligence |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2023178/ |
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