Dynamic pricing‐based integration for non‐cooperative ubiquitous sensing and communication network
Abstract As 5G and early‐stage network technologies mature, a wealth of data and experience is accumulated. The ubiquitous sensing and communication network (USCN) can leverage these existing communication infrastructures to maximize resource utilization and reduce the costs of redeployment through...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
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Wiley
2024-10-01
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| Series: | Electronics Letters |
| Subjects: | |
| Online Access: | https://doi.org/10.1049/ell2.70059 |
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| author | Chao Ren Weiheng Dai Chao Gong Haojin Li Chen Sun Yang Lu |
| author_facet | Chao Ren Weiheng Dai Chao Gong Haojin Li Chen Sun Yang Lu |
| author_sort | Chao Ren |
| collection | DOAJ |
| description | Abstract As 5G and early‐stage network technologies mature, a wealth of data and experience is accumulated. The ubiquitous sensing and communication network (USCN) can leverage these existing communication infrastructures to maximize resource utilization and reduce the costs of redeployment through integration with modern 6G and beyond 6G networks. However, implementing future integrated sensing and communication (ISAC) functions in USCN may possess different hardware capabilities and communication protocols, presenting significant challenges. This is due to the lack of a unified framework for managing and optimizing these heterogeneous resources, as well as the absence of reasonable performance metrics. This letter proposes a dynamic pricing coordinated resource allocation (DPCRA) mechanism to realize the emerging ISAC in legacy USCNs. The DPCRA is designed to optimize the spectrum efficiency (SE) of USCN and manages resource interactions between heterogeneous devices through price variables, thereby resolving resource conflicts and deadlocks. The novelties include: (1) employing a price mechanism to foster resource cooperation in non‐cooperative networks; (2) introducing an SE metric incorporating an information similarity factor for optimization; (3) dynamically selecting resources to enhance SE. Simulations demonstrate that the DPCRA effectively resolves device deadlock while maintaining high SE levels, promoting device collaboration. |
| format | Article |
| id | doaj-art-4d09ddfa96fb4b7680a22dc0923a8bb0 |
| institution | OA Journals |
| issn | 0013-5194 1350-911X |
| language | English |
| publishDate | 2024-10-01 |
| publisher | Wiley |
| record_format | Article |
| series | Electronics Letters |
| spelling | doaj-art-4d09ddfa96fb4b7680a22dc0923a8bb02025-08-20T01:54:16ZengWileyElectronics Letters0013-51941350-911X2024-10-016020n/an/a10.1049/ell2.70059Dynamic pricing‐based integration for non‐cooperative ubiquitous sensing and communication networkChao Ren0Weiheng Dai1Chao Gong2Haojin Li3Chen Sun4Yang Lu5School of Computer and Communication Engineering University of Science and Technology Beijing Beijing ChinaSchool of Computer and Communication Engineering University of Science and Technology Beijing Beijing ChinaNanyang Technological University Singapore SingaporeSchool of Computer and Communication Engineering University of Science and Technology Beijing Beijing ChinaSony (China) Research Laboratory Beijing ChinaState Grid Smart Grid Research Institute Co. Ltd. Beijing ChinaAbstract As 5G and early‐stage network technologies mature, a wealth of data and experience is accumulated. The ubiquitous sensing and communication network (USCN) can leverage these existing communication infrastructures to maximize resource utilization and reduce the costs of redeployment through integration with modern 6G and beyond 6G networks. However, implementing future integrated sensing and communication (ISAC) functions in USCN may possess different hardware capabilities and communication protocols, presenting significant challenges. This is due to the lack of a unified framework for managing and optimizing these heterogeneous resources, as well as the absence of reasonable performance metrics. This letter proposes a dynamic pricing coordinated resource allocation (DPCRA) mechanism to realize the emerging ISAC in legacy USCNs. The DPCRA is designed to optimize the spectrum efficiency (SE) of USCN and manages resource interactions between heterogeneous devices through price variables, thereby resolving resource conflicts and deadlocks. The novelties include: (1) employing a price mechanism to foster resource cooperation in non‐cooperative networks; (2) introducing an SE metric incorporating an information similarity factor for optimization; (3) dynamically selecting resources to enhance SE. Simulations demonstrate that the DPCRA effectively resolves device deadlock while maintaining high SE levels, promoting device collaboration.https://doi.org/10.1049/ell2.70059remote sensingresource allocation |
| spellingShingle | Chao Ren Weiheng Dai Chao Gong Haojin Li Chen Sun Yang Lu Dynamic pricing‐based integration for non‐cooperative ubiquitous sensing and communication network Electronics Letters remote sensing resource allocation |
| title | Dynamic pricing‐based integration for non‐cooperative ubiquitous sensing and communication network |
| title_full | Dynamic pricing‐based integration for non‐cooperative ubiquitous sensing and communication network |
| title_fullStr | Dynamic pricing‐based integration for non‐cooperative ubiquitous sensing and communication network |
| title_full_unstemmed | Dynamic pricing‐based integration for non‐cooperative ubiquitous sensing and communication network |
| title_short | Dynamic pricing‐based integration for non‐cooperative ubiquitous sensing and communication network |
| title_sort | dynamic pricing based integration for non cooperative ubiquitous sensing and communication network |
| topic | remote sensing resource allocation |
| url | https://doi.org/10.1049/ell2.70059 |
| work_keys_str_mv | AT chaoren dynamicpricingbasedintegrationfornoncooperativeubiquitoussensingandcommunicationnetwork AT weihengdai dynamicpricingbasedintegrationfornoncooperativeubiquitoussensingandcommunicationnetwork AT chaogong dynamicpricingbasedintegrationfornoncooperativeubiquitoussensingandcommunicationnetwork AT haojinli dynamicpricingbasedintegrationfornoncooperativeubiquitoussensingandcommunicationnetwork AT chensun dynamicpricingbasedintegrationfornoncooperativeubiquitoussensingandcommunicationnetwork AT yanglu dynamicpricingbasedintegrationfornoncooperativeubiquitoussensingandcommunicationnetwork |