EPRSA: interference resource scheduling algorithms for air-ground communication networks
In recent years, the rapid development of air-ground communication networks has posed challenges to traditional interference methods. However, existing research rarely involves joint air-ground distributed communication interference, and there is a lack of the ability to schedule jammers with limite...
Saved in:
| Published in: | Scientific reports Vol. 15; no. 1; pp. 28436 - 15 |
|---|---|
| Main Authors: | , , , , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
London
Nature Publishing Group UK
04.08.2025
Nature Publishing Group Nature Portfolio |
| Subjects: | |
| ISSN: | 2045-2322, 2045-2322 |
| Online Access: | Get full text |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Abstract | In recent years, the rapid development of air-ground communication networks has posed challenges to traditional interference methods. However, existing research rarely involves joint air-ground distributed communication interference, and there is a lack of the ability to schedule jammers with limited energy, a limited quantity, and different types. Based on this, this paper proposes the interference link margin in the mathematical model and normalizes and quantifies the optimization objectives. Strategies such as cycle and initial quantity selection, elastic initialization, double tabu power scheduling, and jammer conversion are designed to improve the scheduling ability of the Elastic Parallel Random Search Algorithm (EPRSA) in terms of system operation duration and interference cost. The experimental results show that EPRSA can increase the success rate of searching for interference schemes by 15.4%, reduce the number of jammers by 26.4%, enhance the type scheduling ability significantly, decrease the cost by 31%, and increase the system operation duration by 45.3%. |
|---|---|
| AbstractList | In recent years, the rapid development of air-ground communication networks has posed challenges to traditional interference methods. However, existing research rarely involves joint air-ground distributed communication interference, and there is a lack of the ability to schedule jammers with limited energy, a limited quantity, and different types. Based on this, this paper proposes the interference link margin in the mathematical model and normalizes and quantifies the optimization objectives. Strategies such as cycle and initial quantity selection, elastic initialization, double tabu power scheduling, and jammer conversion are designed to improve the scheduling ability of the Elastic Parallel Random Search Algorithm (EPRSA) in terms of system operation duration and interference cost. The experimental results show that EPRSA can increase the success rate of searching for interference schemes by 15.4%, reduce the number of jammers by 26.4%, enhance the type scheduling ability significantly, decrease the cost by 31%, and increase the system operation duration by 45.3%. In recent years, the rapid development of air-ground communication networks has posed challenges to traditional interference methods. However, existing research rarely involves joint air-ground distributed communication interference, and there is a lack of the ability to schedule jammers with limited energy, a limited quantity, and different types. Based on this, this paper proposes the interference link margin in the mathematical model and normalizes and quantifies the optimization objectives. Strategies such as cycle and initial quantity selection, elastic initialization, double tabu power scheduling, and jammer conversion are designed to improve the scheduling ability of the Elastic Parallel Random Search Algorithm (EPRSA) in terms of system operation duration and interference cost. The experimental results show that EPRSA can increase the success rate of searching for interference schemes by 15.4%, reduce the number of jammers by 26.4%, enhance the type scheduling ability significantly, decrease the cost by 31%, and increase the system operation duration by 45.3%.In recent years, the rapid development of air-ground communication networks has posed challenges to traditional interference methods. However, existing research rarely involves joint air-ground distributed communication interference, and there is a lack of the ability to schedule jammers with limited energy, a limited quantity, and different types. Based on this, this paper proposes the interference link margin in the mathematical model and normalizes and quantifies the optimization objectives. Strategies such as cycle and initial quantity selection, elastic initialization, double tabu power scheduling, and jammer conversion are designed to improve the scheduling ability of the Elastic Parallel Random Search Algorithm (EPRSA) in terms of system operation duration and interference cost. The experimental results show that EPRSA can increase the success rate of searching for interference schemes by 15.4%, reduce the number of jammers by 26.4%, enhance the type scheduling ability significantly, decrease the cost by 31%, and increase the system operation duration by 45.3%. Abstract In recent years, the rapid development of air-ground communication networks has posed challenges to traditional interference methods. However, existing research rarely involves joint air-ground distributed communication interference, and there is a lack of the ability to schedule jammers with limited energy, a limited quantity, and different types. Based on this, this paper proposes the interference link margin in the mathematical model and normalizes and quantifies the optimization objectives. Strategies such as cycle and initial quantity selection, elastic initialization, double tabu power scheduling, and jammer conversion are designed to improve the scheduling ability of the Elastic Parallel Random Search Algorithm (EPRSA) in terms of system operation duration and interference cost. The experimental results show that EPRSA can increase the success rate of searching for interference schemes by 15.4%, reduce the number of jammers by 26.4%, enhance the type scheduling ability significantly, decrease the cost by 31%, and increase the system operation duration by 45.3%. |
| ArticleNumber | 28436 |
| Author | Wu, Wenpeng Zhang, Zhaoguang You, Haiyang Wei, Zhenhua Li, Xiaoqing Zhan, Jianwei |
| Author_xml | – sequence: 1 givenname: Wenpeng surname: Wu fullname: Wu, Wenpeng email: wwphwdy@126.com organization: Rocket Force University of Engineering – sequence: 2 givenname: Zhenhua surname: Wei fullname: Wei, Zhenhua email: wzh016001@aliyun.com organization: Rocket Force University of Engineering – sequence: 3 givenname: Haiyang surname: You fullname: You, Haiyang organization: Rocket Force University of Engineering – sequence: 4 givenname: Xiaoqing surname: Li fullname: Li, Xiaoqing organization: Rocket Force University of Engineering – sequence: 5 givenname: Jianwei surname: Zhan fullname: Zhan, Jianwei organization: Rocket Force University of Engineering – sequence: 6 givenname: Zhaoguang surname: Zhang fullname: Zhang, Zhaoguang organization: Rocket Force University of Engineering |
| BackLink | https://www.ncbi.nlm.nih.gov/pubmed/40759724$$D View this record in MEDLINE/PubMed |
| BookMark | eNp9kktv1TAQhSNUREvpH2CBIrFhE_BjEsdsUFUVqFQJxENiZznOONeXxG7tBMq_x70ppWWBNx7Z3xyPjs_jYs8Hj0XxlJKXlPD2VQJay7YirK4oABXV1YPigBGoK8YZ27tT7xdHKW1JXjWTQOWjYh-IqKVgcFB8O_346fPx69L5GaPFiN5gGTGFJeYimQ32y-j8UOpxCNHNmymVNsRSu1gNMSy-L02YpsU7o2cXfOlx_hni9_SkeGj1mPDoZj8svr49_XLyvjr_8O7s5Pi8MiBhrpjpG85sDVp2gncCTCs76NHUHEVj-wYbQzm0gIgdNrXpasKBc9YbJiUiPyzOVt0-6K26iG7S8ZcK2qndQYiD0nF2ZkRFGtqKltlWdAx0b7WlnbCSoQBNOmaz1ptV62LpJuwN-jnq8Z7o_RvvNmoIPxS99pkJkhVe3CjEcLlgmtXkksFx1B7DkhRnvGmEFNBk9Pk_6Dab7rNXO4ozICAz9ezuSLez_PnBDLAVMDGkFNHeIpSo66SoNSkqJ0XtkqKuchNfm1KG_YDx79v_6foNrxjCNg |
| Cites_doi | 10.1038/s41598-024-58735-y 10.1109/RadarConf2147009.2021.9455337 10.1038/s41598-024-71844-y 10.1080/15567036.2021.1970860 10.1063/5.0206440 10.1038/s41598-024-72654-y 10.1007/s10723-023-09660-3 10.1049/ell2.12611 10.1038/s41586-024-08086-5 10.1109/ACCESS.2021.3053762 10.1016/j.dt.2022.04.013 10.3390/rs16111955 10.1109/LSP.2023.3270762 10.1038/s41467-022-30723-8 10.1038/d41586-023-00511-5 10.1038/s41598-025-86478-x 10.3390/jmse8040252 10.1049/iet-com.2020.0410 10.1109/ICOIN50884.2021.9334027 10.1038/s41598-022-22365-z 10.1016/j.dt.2023.03.017 10.1155/2022/7962686 10.1038/s41467-023-36621-x 10.1109/TVT.2023.3276323 10.1109/WPMC59531.2023.10338977 |
| ContentType | Journal Article |
| Copyright | The Author(s) 2025 2025. The Author(s). The Author(s) 2025. This work is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (the "License"). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. The Author(s) 2025 2025 |
| Copyright_xml | – notice: The Author(s) 2025 – notice: 2025. The Author(s). – notice: The Author(s) 2025. This work is published under http://creativecommons.org/licenses/by-nc-nd/4.0/ (the "License"). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License. – notice: The Author(s) 2025 2025 |
| DBID | C6C AAYXX CITATION NPM 3V. 7X7 7XB 88A 88E 88I 8FE 8FH 8FI 8FJ 8FK ABUWG AEUYN AFKRA AZQEC BBNVY BENPR BHPHI CCPQU DWQXO FYUFA GHDGH GNUQQ HCIFZ K9. LK8 M0S M1P M2P M7P PHGZM PHGZT PIMPY PJZUB PKEHL PPXIY PQEST PQGLB PQQKQ PQUKI Q9U 7X8 5PM DOA |
| DOI | 10.1038/s41598-025-14417-x |
| DatabaseName | Springer Nature OA Free Journals CrossRef PubMed ProQuest Central (Corporate) Health & Medical Collection ProQuest Central (purchase pre-March 2016) Biology Database (Alumni Edition) Medical Database (Alumni Edition) Science Database (Alumni Edition) ProQuest SciTech Collection ProQuest Natural Science Collection Hospital Premium Collection Hospital Premium Collection (Alumni Edition) ProQuest Central (Alumni) (purchase pre-March 2016) ProQuest Central (Alumni) ProQuest One Sustainability (subscription) ProQuest Central UK/Ireland ProQuest Central Essentials Biological Science Collection ProQuest Central Natural Science Collection ProQuest One Community College ProQuest Central Korea Health Research Premium Collection Health Research Premium Collection (Alumni) ProQuest Central Student SciTech Premium Collection ProQuest Health & Medical Complete (Alumni) ProQuest Biological Science Collection Health & Medical Collection (Alumni Edition) PML(ProQuest Medical Library) Science Database Biological Science Database ProQuest Central Premium ProQuest One Academic Publicly Available Content Database ProQuest Health & Medical Research Collection ProQuest One Academic Middle East (New) ProQuest One Health & Nursing ProQuest One Academic Eastern Edition (DO NOT USE) ProQuest One Applied & Life Sciences ProQuest One Academic (retired) ProQuest One Academic UKI Edition ProQuest Central Basic MEDLINE - Academic PubMed Central (Full Participant titles) DOAJ Directory of Open Access Journals |
| DatabaseTitle | CrossRef PubMed Publicly Available Content Database ProQuest Central Student ProQuest One Academic Middle East (New) ProQuest Central Essentials ProQuest Health & Medical Complete (Alumni) ProQuest Central (Alumni Edition) SciTech Premium Collection ProQuest One Community College ProQuest One Health & Nursing ProQuest Natural Science Collection ProQuest Biology Journals (Alumni Edition) ProQuest Central ProQuest One Applied & Life Sciences ProQuest One Sustainability ProQuest Health & Medical Research Collection Health Research Premium Collection Health and Medicine Complete (Alumni Edition) Natural Science Collection ProQuest Central Korea Health & Medical Research Collection Biological Science Collection ProQuest Central (New) ProQuest Medical Library (Alumni) ProQuest Science Journals (Alumni Edition) ProQuest Biological Science Collection ProQuest Central Basic ProQuest Science Journals ProQuest One Academic Eastern Edition ProQuest Hospital Collection Health Research Premium Collection (Alumni) Biological Science Database ProQuest SciTech Collection ProQuest Hospital Collection (Alumni) ProQuest Health & Medical Complete ProQuest Medical Library ProQuest One Academic UKI Edition ProQuest One Academic ProQuest One Academic (New) ProQuest Central (Alumni) MEDLINE - Academic |
| DatabaseTitleList | PubMed MEDLINE - Academic Publicly Available Content Database |
| Database_xml | – sequence: 1 dbid: DOA name: DOAJ Directory of Open Access Journals url: https://www.doaj.org/ sourceTypes: Open Website – sequence: 2 dbid: NPM name: PubMed url: http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database – sequence: 3 dbid: PIMPY name: ProQuest Publicly Available Content Database url: http://search.proquest.com/publiccontent sourceTypes: Aggregation Database |
| DeliveryMethod | fulltext_linktorsrc |
| Discipline | Biology |
| EISSN | 2045-2322 |
| EndPage | 15 |
| ExternalDocumentID | oai_doaj_org_article_0618782f87b24adfaf1b7f92e74a0b2f PMC12322270 40759724 10_1038_s41598_025_14417_x |
| Genre | Journal Article |
| GrantInformation_xml | – fundername: the General Project of Shaanxi Provincial Natural Science Basic Research Program grantid: 2025JC-YBMS-730; 2025JC-YBMS-730; 2025JC-YBMS-730; 2025JC-YBMS-730; 2025JC-YBMS-730; 2025JC-YBMS-730 – fundername: the General Project of Shaanxi Provincial Natural Science Basic Research Program grantid: 2025JC-YBMS-730 |
| GroupedDBID | 0R~ 4.4 53G 5VS 7X7 88E 88I 8FE 8FH 8FI 8FJ AAFWJ AAJSJ AAKDD AARCD AASML ABDBF ABUWG ACGFS ACUHS ADBBV ADRAZ AENEX AEUYN AFKRA AFPKN ALIPV ALMA_UNASSIGNED_HOLDINGS AOIJS AZQEC BAWUL BBNVY BCNDV BENPR BHPHI BPHCQ BVXVI C6C CCPQU DIK DWQXO EBD EBLON EBS ESX FYUFA GNUQQ GROUPED_DOAJ GX1 HCIFZ HH5 HMCUK HYE KQ8 LK8 M1P M2P M7P M~E NAO OK1 PHGZM PHGZT PIMPY PJZUB PPXIY PQGLB PQQKQ PROAC PSQYO RNT RNTTT RPM SNYQT UKHRP AAYXX AFFHD CITATION NPM 3V. 7XB 88A 8FK K9. M48 PKEHL PQEST PQUKI Q9U 7X8 PUEGO 5PM |
| ID | FETCH-LOGICAL-c494t-2cd632f54a9b73b74c89b4dec53e76fd6e6c13484eeebe65cb5034332dc299ee3 |
| IEDL.DBID | DOA |
| ISICitedReferencesCount | 0 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001545015200029&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| ISSN | 2045-2322 |
| IngestDate | Tue Oct 14 18:13:52 EDT 2025 Tue Nov 04 02:03:57 EST 2025 Fri Sep 05 15:24:25 EDT 2025 Tue Oct 07 08:08:13 EDT 2025 Mon Aug 11 01:32:18 EDT 2025 Sat Nov 29 07:33:52 EST 2025 Tue Aug 05 01:10:29 EDT 2025 |
| IsDoiOpenAccess | true |
| IsOpenAccess | true |
| IsPeerReviewed | true |
| IsScholarly | true |
| Issue | 1 |
| Language | English |
| License | 2025. The Author(s). Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/. |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-c494t-2cd632f54a9b73b74c89b4dec53e76fd6e6c13484eeebe65cb5034332dc299ee3 |
| Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 |
| OpenAccessLink | https://doaj.org/article/0618782f87b24adfaf1b7f92e74a0b2f |
| PMID | 40759724 |
| PQID | 3236324049 |
| PQPubID | 2041939 |
| PageCount | 15 |
| ParticipantIDs | doaj_primary_oai_doaj_org_article_0618782f87b24adfaf1b7f92e74a0b2f pubmedcentral_primary_oai_pubmedcentral_nih_gov_12322270 proquest_miscellaneous_3236679746 proquest_journals_3236324049 pubmed_primary_40759724 crossref_primary_10_1038_s41598_025_14417_x springer_journals_10_1038_s41598_025_14417_x |
| PublicationCentury | 2000 |
| PublicationDate | 2025-08-04 |
| PublicationDateYYYYMMDD | 2025-08-04 |
| PublicationDate_xml | – month: 08 year: 2025 text: 2025-08-04 day: 04 |
| PublicationDecade | 2020 |
| PublicationPlace | London |
| PublicationPlace_xml | – name: London – name: England |
| PublicationTitle | Scientific reports |
| PublicationTitleAbbrev | Sci Rep |
| PublicationTitleAlternate | Sci Rep |
| PublicationYear | 2025 |
| Publisher | Nature Publishing Group UK Nature Publishing Group Nature Portfolio |
| Publisher_xml | – name: Nature Publishing Group UK – name: Nature Publishing Group – name: Nature Portfolio |
| References | 14417_CR12 14417_CR34 14417_CR35 14417_CR36 X Hua (14417_CR27) 2021; 11 14417_CR16 Q Xin (14417_CR14) 2024; 16 DJ Lu (14417_CR13) 2023; 24 Z Wu (14417_CR18) 2024; 32 X Wang (14417_CR10) 2021; 9 S Russell (14417_CR1) 2023; 614 14417_CR32 Z Kong (14417_CR8) 2024; 14 14417_CR11 L Wu (14417_CR19) 2023; 72 Y Gao (14417_CR3) 2024; 14 S Bailin (14417_CR28) 2022; 06 N Rao (14417_CR23) 2022; 06 S Zhang (14417_CR30) 2020; 14 Y Han (14417_CR33) 2023; 21 14417_CR24 R Shrestha (14417_CR7) 2022; 13 Z Wei (14417_CR21) 2025; 16 14417_CR29 C Tang (14417_CR20) 2024; 16 Z Yao (14417_CR15) 2022; 58 M Xiong (14417_CR17) 2020; 8 R Ning (14417_CR25) 2022; 54 JM Jornet (14417_CR6) 2023; 14 P Xiang (14417_CR31) 2023; 05 Z Wu (14417_CR5) 2022; 12 X Fu (14417_CR4) 2024; 14 MD Frachetti (14417_CR2) 2024; 634 S ZhuanSun (14417_CR26) 2019; 85 W Shafei (14417_CR9) 2024 N Rao (14417_CR22) 2022; 1 |
| References_xml | – volume: 14 start-page: 8335 year: 2024 ident: 14417_CR8 publication-title: Sci. Rep. doi: 10.1038/s41598-024-58735-y – ident: 14417_CR12 doi: 10.1109/RadarConf2147009.2021.9455337 – volume: 14 start-page: 21547 year: 2024 ident: 14417_CR4 publication-title: Sci. Rep. doi: 10.1038/s41598-024-71844-y – ident: 14417_CR32 doi: 10.1080/15567036.2021.1970860 – ident: 14417_CR29 doi: 10.1063/5.0206440 – volume: 14 start-page: 22753 year: 2024 ident: 14417_CR3 publication-title: Sci. Rep. doi: 10.1038/s41598-024-72654-y – volume: 21 start-page: 24 year: 2023 ident: 14417_CR33 publication-title: J. Grid Comput. doi: 10.1007/s10723-023-09660-3 – volume: 06 start-page: 1319 year: 2022 ident: 14417_CR23 publication-title: Acta Electron. Sin – volume: 16 start-page: 1006 year: 2024 ident: 14417_CR20 publication-title: RemoteSens – volume: 58 start-page: 834 year: 2022 ident: 14417_CR15 publication-title: Electron. Lett. doi: 10.1049/ell2.12611 – volume: 634 start-page: 1118 year: 2024 ident: 14417_CR2 publication-title: Nature doi: 10.1038/s41586-024-08086-5 – volume: 9 start-page: 29048 year: 2021 ident: 14417_CR10 publication-title: IEEE Access. doi: 10.1109/ACCESS.2021.3053762 – volume: 24 start-page: 285 year: 2023 ident: 14417_CR13 publication-title: Def. Technol. doi: 10.1016/j.dt.2022.04.013 – volume: 16 start-page: 1955 year: 2024 ident: 14417_CR14 publication-title: Remote Sens. doi: 10.3390/rs16111955 – ident: 14417_CR34 – volume: 11 start-page: 3086 year: 2021 ident: 14417_CR27 publication-title: J. Electron. Inf. Techn Sin – volume: 05 start-page: 1223 year: 2023 ident: 14417_CR31 publication-title: Acta Electron. Sin – ident: 14417_CR36 – ident: 14417_CR11 doi: 10.1109/LSP.2023.3270762 – volume: 13 start-page: 3045 year: 2022 ident: 14417_CR7 publication-title: Nat. Commun. doi: 10.1038/s41467-022-30723-8 – volume: 54 start-page: 162 year: 2022 ident: 14417_CR25 publication-title: J. Harbin Inst. Technol. Engl. Ed. – volume: 614 start-page: 620 year: 2023 ident: 14417_CR1 publication-title: Nature doi: 10.1038/d41586-023-00511-5 – volume: 16 start-page: 3431 year: 2025 ident: 14417_CR21 publication-title: Sci. Rep. doi: 10.1038/s41598-025-86478-x – volume: 85 start-page: 1 year: 2019 ident: 14417_CR26 publication-title: Eurasip J. Wirel. Comm. – volume: 8 start-page: 252 year: 2020 ident: 14417_CR17 publication-title: J. Mar. Sci. Eng. doi: 10.3390/jmse8040252 – volume: 14 start-page: 3231 year: 2020 ident: 14417_CR30 publication-title: IET Commun. doi: 10.1049/iet-com.2020.0410 – ident: 14417_CR16 doi: 10.1109/ICOIN50884.2021.9334027 – volume: 12 start-page: 18892 year: 2022 ident: 14417_CR5 publication-title: Sci. Rep. doi: 10.1038/s41598-022-22365-z – volume: 32 start-page: 529 year: 2024 ident: 14417_CR18 publication-title: Def. Technol. doi: 10.1016/j.dt.2023.03.017 – volume-title: Cognitive Electronic Warfare: Intelligent Game in Electromagnetic Space year: 2024 ident: 14417_CR9 – ident: 14417_CR35 – volume: 06 start-page: 1301 year: 2022 ident: 14417_CR28 publication-title: Acta Electron. Sin – volume: 1 start-page: 7962686 year: 2022 ident: 14417_CR22 publication-title: Wirel. Commun. Mob. Com. doi: 10.1155/2022/7962686 – volume: 14 start-page: 841 year: 2023 ident: 14417_CR6 publication-title: Nat. Commun. doi: 10.1038/s41467-023-36621-x – volume: 72 start-page: 13701 year: 2023 ident: 14417_CR19 publication-title: IEEE Trans. Veh. Technol. doi: 10.1109/TVT.2023.3276323 – ident: 14417_CR24 doi: 10.1109/WPMC59531.2023.10338977 |
| SSID | ssj0000529419 |
| Score | 2.455896 |
| Snippet | In recent years, the rapid development of air-ground communication networks has posed challenges to traditional interference methods. However, existing... Abstract In recent years, the rapid development of air-ground communication networks has posed challenges to traditional interference methods. However,... |
| SourceID | doaj pubmedcentral proquest pubmed crossref springer |
| SourceType | Open Website Open Access Repository Aggregation Database Index Database Publisher |
| StartPage | 28436 |
| SubjectTerms | 639/166/987 639/705/117 639/705/258 704/525/869 Algorithms Communication Communications networks Decision making Deep learning Efficiency Genetic algorithms Humanities and Social Sciences Mathematical models multidisciplinary Objectives Optimization algorithms Propagation Scheduling Science Science (multidisciplinary) |
| SummonAdditionalLinks | – databaseName: Science Database dbid: M2P link: http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwpV1Lb9QwEB5BAYkL70egICNxA6uJ7cQOF1RQKw5QrXhIvVl-titBtiRbVP4948S7ZXlduMZRNM7MeN6fAZ6WPgjVxpJ6xTBAiUxQZauGVk0I1tWxZWYEcX0rDw7U4WE7ywm3IbdVrs7E8aD2C5dy5Duc8YQsjg7ty5OvNN0alaqr-QqNi3AJPZsqtXS9Y7N1jiVVsUTV5lmZkqudAe1VmiljNU2RhKRnG_ZohO3_k6_5e8vkL3XT0RztX__fjdyAa9kRJbuT5NyEC6G7BVemqym_34bDvdn7D7svSIKT6PNMIOlzrp9gSIwmKk2yE_P5CL--PP4yEPR_iZn3NE2KdJ64n2dPSDf1mw934NP-3sfXb2i-hYE60YolZc4jvbEWprWSWymcaq3wwdU8yCb6JjSu4kKJgNwNTe1sXfKEiuYdmroQ-F3Y6hZduA_EVLUta1PG1idQGtcqJy23oorKCmGqAp6teKFPJrANPRbJudIT5zRyTo-c02cFvErsWr-ZgLLHB4v-SGe90-iuKHSCopKWCeOjiZWVKIFBClNaFgvYXnFJZ-0d9DmLCniyXka9S8UU04XF6fROIzEaawq4N8nGmhIMkjFOY6IAtSE1G6RurnTz4xHbO3m4jMmygOcrATun6-__4sG_t_EQrrIk86nVRWzD1rI_DY_gsvu2nA_941FpfgAFMSE3 priority: 102 providerName: ProQuest |
| Title | EPRSA: interference resource scheduling algorithms for air-ground communication networks |
| URI | https://link.springer.com/article/10.1038/s41598-025-14417-x https://www.ncbi.nlm.nih.gov/pubmed/40759724 https://www.proquest.com/docview/3236324049 https://www.proquest.com/docview/3236679746 https://pubmed.ncbi.nlm.nih.gov/PMC12322270 https://doaj.org/article/0618782f87b24adfaf1b7f92e74a0b2f |
| Volume | 15 |
| WOSCitedRecordID | wos001545015200029&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| journalDatabaseRights | – providerCode: PRVAON databaseName: DOAJ Directory of Open Access Journals customDbUrl: eissn: 2045-2322 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000529419 issn: 2045-2322 databaseCode: DOA dateStart: 20110101 isFulltext: true titleUrlDefault: https://www.doaj.org/ providerName: Directory of Open Access Journals – providerCode: PRVHPJ databaseName: ROAD: Directory of Open Access Scholarly Resources customDbUrl: eissn: 2045-2322 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000529419 issn: 2045-2322 databaseCode: M~E dateStart: 20110101 isFulltext: true titleUrlDefault: https://road.issn.org providerName: ISSN International Centre – providerCode: PRVPQU databaseName: Biological Science Database customDbUrl: eissn: 2045-2322 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000529419 issn: 2045-2322 databaseCode: M7P dateStart: 20110101 isFulltext: true titleUrlDefault: http://search.proquest.com/biologicalscijournals providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Central customDbUrl: eissn: 2045-2322 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000529419 issn: 2045-2322 databaseCode: BENPR dateStart: 20110101 isFulltext: true titleUrlDefault: https://www.proquest.com/central providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Health & Medical Collection customDbUrl: eissn: 2045-2322 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000529419 issn: 2045-2322 databaseCode: 7X7 dateStart: 20110101 isFulltext: true titleUrlDefault: https://search.proquest.com/healthcomplete providerName: ProQuest – providerCode: PRVPQU databaseName: ProQuest Publicly Available Content Database customDbUrl: eissn: 2045-2322 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000529419 issn: 2045-2322 databaseCode: PIMPY dateStart: 20110101 isFulltext: true titleUrlDefault: http://search.proquest.com/publiccontent providerName: ProQuest – providerCode: PRVPQU databaseName: Science Database customDbUrl: eissn: 2045-2322 dateEnd: 99991231 omitProxy: false ssIdentifier: ssj0000529419 issn: 2045-2322 databaseCode: M2P dateStart: 20110101 isFulltext: true titleUrlDefault: https://search.proquest.com/sciencejournals providerName: ProQuest |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrV1Lb9QwEB5BCxIXxJtAWRmJG0RNbCe2ubVoK5DoKiogLSfLdmy6EmRRskXl3-NHdtnlIS5c5hBb0WjGzswXz3wGeFa0lnLhirzl2AMUh2nOdVnnZW2tNpUTWEUS17dsNuPzuWi2rvoKNWGJHjgZ7tDHG-6jmONMY6pap1ypmX-FZVQVGrvw9S2Y2AJTidUbC1qKsUumIPxw8JEqdJPhKg8YguWXO5EoEvb_Kcv8vVjylxPTGIhObsHNMYNER0nz23DFdnfgerpT8vtdmE-bs3dHL1HggejHZj7Ujz_pkceyPraEFnSkPn9a9ovV-ZcB-cQVqUWfhxaPrkVmu2kEdalQfLgHH06m71-9zsfrE3JDBV3l2LQ1wa6iSmhGNKOGC01baypiWe3a2tamJJRT691i68roqiCBzqw1PkZZS-7DXrfs7ENAqqx0UanCiTawyRjBDdNE09JxTakqM3i-NqX8mlgyZDzdJlwmw0tveBkNLy8zOA7W3swMDNfxgfe7HP0u_-X3DA7WvpLjthskwSTQz3vUk8HTzbDfMOEURHV2eZHm1MzDqDqDB8m1G008uvUAC9MM-I7Td1TdHekW55GUO6SmGLMigxfr9fFTr7_b4tH_sMVjuIHDwg6VLPQA9lb9hX0C18y31WLoJ3CVzVmUfAL7x9NZczaJu8XLU9wEybzcb96cNh9_AAVuGrw |
| linkProvider | Directory of Open Access Journals |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1Lb9QwEB6VAioX3pRAASPBCaImjhM7SAgVaNWqy2oFrbQ3Yzt2uxJkS7KF9k_xG_HksWV53XrgGkeWH5_HM56ZbwCeRIVlIndRWAjqDRRHWSh0nIVxZq02qcupakhcB3w4FONxPlqC730uDIZV9jKxEdTF1OAb-XpCE2QW9wrtq6MvIVaNQu9qX0KjhcWuPf3mTbb65c5bv79PKd3a3HuzHXZVBULDcjYLqSl8Ry5lKtc80ZwZkWtWWJMmlmeuyGxm4oQJZv1obZYanUYJsnwVxotuaxPf7wW4yJBZDEMF6Wj-poNeMxbnXW5OlIj12t-PmMNG0xAtFx6eLNx_TZmAP-m2v4do_uKnba6_rWv_28Jdh6udok022pNxA5ZseRMut6U3T2_BeHP0_sPGC4J0GVWX80iqzpdBvMnvr2DM1Cfq04Gfzezwc028fk_UpAoxE6YsiPk5t4aUbTx9fRv2z2Vad2C5nJb2LhAVpzpKVeTyAkl3TC4M14lmsROaMRUH8Kzfe3nUkonIJgggEbJFivRIkQ1S5EkArxEe8z-RCLz5MK0OZCdXpFfHhFfynOCaMlU45WLN_QmznKlIUxfAWo8K2UmnWp5BIoDH82YvV9BZpEo7PW7_ybi3NrMAVlsszkfioe_tUMoCEAsoXRjqYks5OWy4y1GDp5RHATzvAX02rr-vxb1_T-MRrGzvvRvIwc5w9z5coXjeMKyHrcHyrDq2D-CS-Tqb1NXD5sAS-HjeQP8BKnB_xg |
| linkToPdf | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMw1V1bb9MwFD4aHUy8cGcEBhgJniBq4jixg4TQYKuoNqqKi1SejK9dJUhH0sH21_h12Ll0lNvbHniNLct2vnP82ecG8DDShrDcRqFm2F1QLCYhk3EWxpkxUqU2x6JO4rpPRyM2meTjNfjexcJ4t8pOJ9aKWs-VfyPvJzjxmcUdoe3b1i1ivDN4fvgl9BWkvKW1K6fRQGTPnHxz17fq2XDH_etHGA923718FbYVBkJFcrIIsdJuUJsSkUuaSEoUyyXRRqWJoZnVmclUnBBGjJu5yVIl0yjxGb-0cmrcmMSNew7WHSUnuAfr4-Hr8YflC4-3oZE4byN1ooT1K3da-og2nIb-HkPD45XTsC4a8Cem-7vD5i9W2_owHFz-n7fxClxqKTjabmTmKqyZ4hpcaIpynlyHye74zdvtp8gn0ijbaEhUtlYOVDmQa--9P0Xi09StZnHwuUKO-SMxK0MfI1NopH6OukFF42lf3YD3Z7Ksm9Ar5oW5BUjEqYxSEdlc-3Q8KmeKykSS2DJJiIgDeNzhgB82aUZ47R6QMN6ghjvU8Bo1_DiAFx4qy54-RXj9YV5OeatxuCNqzNE_y6jERGgrbCypkz1DiYgktgFsdQjhrd6q-Ck8AniwbHYax5uRRGHmR02fjLp7aBbAZoPL5UyIY6A5xSQAtoLYlamuthSzgzqruef2GNMogCcduE_n9fe9uP3vZdyHDYdvvj8c7d2Bi9iLnvf3IVvQW5RH5i6cV18Xs6q810ovgo9njfQfceaKDw |
| openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=EPRSA%3A+interference+resource+scheduling+algorithms+for+air-ground+communication+networks&rft.jtitle=Scientific+reports&rft.au=Wenpeng+Wu&rft.au=Zhenhua+Wei&rft.au=Haiyang+You&rft.au=Xiaoqing+Li&rft.date=2025-08-04&rft.pub=Nature+Portfolio&rft.eissn=2045-2322&rft.volume=15&rft.issue=1&rft.spage=1&rft.epage=15&rft_id=info:doi/10.1038%2Fs41598-025-14417-x&rft.externalDBID=DOA&rft.externalDocID=oai_doaj_org_article_0618782f87b24adfaf1b7f92e74a0b2f |
| thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=2045-2322&client=summon |
| thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=2045-2322&client=summon |
| thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=2045-2322&client=summon |