无人机集群作战中连续时间Markov链模型的求解方法

TP732; 针对无人机集群目标作战解析建模时在状态转移过程中计算速率低的问题,提出了一种基于行压缩存储的四阶Runge-Kutta法.根据无人机集群作战样式将无人机集群作战过程划分为三个阶段,并分阶段对无人机集群作战的状态转移过程建立连续时间Markov链模型.以无人机集群完成作战任务的可靠性作为求解指标,运用四阶Runge-Kutta法对Markov模型进行求解.由于求解过程中速率转移矩阵具有稀疏特性,采用基于行压缩存储的算法优化求解速率.仿真实验表明,运用连续时间Markov理论建立的无人机集群作战过程模型的有效性和可行性优于其他模型.同时,与其他算法及模型相比,该算法计算速率更高、能更...

Full description

Saved in:
Bibliographic Details
Published in国防科技大学学报 Vol. 44; no. 4; pp. 43 - 51
Main Authors 黄树彩, 谢家豪, 韦道知, 张曌宇
Format Journal Article
LanguageChinese
Published 空军工程大学防空反导学院,陕西西安 710051 01.08.2022
Subjects
分阶段建模
无人机集群作战
行压缩存储
连续时间Markov链
四阶Runge-Kutta法
Online AccessGet full text
ISSN1001-2486
DOI10.11887/j.cn.202204005

Cover

Abstract TP732; 针对无人机集群目标作战解析建模时在状态转移过程中计算速率低的问题,提出了一种基于行压缩存储的四阶Runge-Kutta法.根据无人机集群作战样式将无人机集群作战过程划分为三个阶段,并分阶段对无人机集群作战的状态转移过程建立连续时间Markov链模型.以无人机集群完成作战任务的可靠性作为求解指标,运用四阶Runge-Kutta法对Markov模型进行求解.由于求解过程中速率转移矩阵具有稀疏特性,采用基于行压缩存储的算法优化求解速率.仿真实验表明,运用连续时间Markov理论建立的无人机集群作战过程模型的有效性和可行性优于其他模型.同时,与其他算法及模型相比,该算法计算速率更高、能更好地满足结果精度的可靠性需求,进一步说明了本算法的优越性.
AbstractList TP732; 针对无人机集群目标作战解析建模时在状态转移过程中计算速率低的问题,提出了一种基于行压缩存储的四阶Runge-Kutta法.根据无人机集群作战样式将无人机集群作战过程划分为三个阶段,并分阶段对无人机集群作战的状态转移过程建立连续时间Markov链模型.以无人机集群完成作战任务的可靠性作为求解指标,运用四阶Runge-Kutta法对Markov模型进行求解.由于求解过程中速率转移矩阵具有稀疏特性,采用基于行压缩存储的算法优化求解速率.仿真实验表明,运用连续时间Markov理论建立的无人机集群作战过程模型的有效性和可行性优于其他模型.同时,与其他算法及模型相比,该算法计算速率更高、能更好地满足结果精度的可靠性需求,进一步说明了本算法的优越性.
Author 张曌宇
韦道知
黄树彩
谢家豪
AuthorAffiliation 空军工程大学防空反导学院,陕西西安 710051
AuthorAffiliation_xml – name: 空军工程大学防空反导学院,陕西西安 710051
Author_FL ZHANG Zhaoyu
HUANG Shucai
XIE Jiahao
WEI Daozhi
Author_FL_xml – sequence: 1
  fullname: HUANG Shucai
– sequence: 2
  fullname: XIE Jiahao
– sequence: 3
  fullname: WEI Daozhi
– sequence: 4
  fullname: ZHANG Zhaoyu
Author_xml – sequence: 1
  fullname: 黄树彩
– sequence: 2
  fullname: 谢家豪
– sequence: 3
  fullname: 韦道知
– sequence: 4
  fullname: 张曌宇
BookMark eNo9jz9Lw0AYh2-oYK2d_QwOie8ll1w6avEfVFx0Lu9dLsVUEmhQO4uI4Cga0VIUBV06iCIasX6ZeGm_hQXF6bc8PA-_GVKK4kgRMkfBpNTz-EJoysi0wLKAATglUqYA1LCY506TapLsCLBs6nLKaZks6fQmzzLdy8bXx8XwPv_s6ZPL_G0w-uoXHwOdvo7Tlw3stOP98dlQP95-90-LqyP9dDh6uNMX7_r5fJZMBbibqOrfVsj2yvJWfc1obK6u1xcbRkKBOYbvobAl5-BLYaESLkOvpjgyWwEgOlRRXyq7hj4LZI1JLjiiACqlcCeAY1fI_K_3AKMAo1YzjPc60aTYbAXt0O92xf9n-wf4YmXp
ClassificationCodes TP732
ContentType Journal Article
Copyright Copyright © Wanfang Data Co. Ltd. All Rights Reserved.
Copyright_xml – notice: Copyright © Wanfang Data Co. Ltd. All Rights Reserved.
DBID 2B.
4A8
92I
93N
PSX
TCJ
DOI 10.11887/j.cn.202204005
DatabaseName Wanfang Data Journals - Hong Kong
WANFANG Data Centre
Wanfang Data Journals
万方数据期刊 - 香港版
China Online Journals (COJ)
China Online Journals (COJ)
DatabaseTitleList
DeliveryMethod fulltext_linktorsrc
Discipline Military & Naval Science
DocumentTitle_FL Solution to continuous time Markov chain model for unmanned aerial vehicle swarm operation
EndPage 51
ExternalDocumentID gfkjdxxb202204005
GrantInformation_xml – fundername: 国家自然科学基金
  funderid: (61703424)
GroupedDBID -03
2B.
4A8
5XA
5XD
92H
92I
93N
ABJNI
ACGFS
ALMA_UNASSIGNED_HOLDINGS
CCEZO
CEKLB
CW9
PSX
TCJ
TGT
TN5
U1G
U5M
ID FETCH-LOGICAL-s1045-d8ab3c770dcb2aeb64a89e7a43e00aa51e1dce39ad4fc94c7b7aab01ccb600a53
ISSN 1001-2486
IngestDate Thu May 29 04:04:51 EDT 2025
IsPeerReviewed false
IsScholarly true
Issue 4
Keywords 分阶段建模
无人机集群作战
行压缩存储
连续时间Markov链
四阶Runge-Kutta法
Language Chinese
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-s1045-d8ab3c770dcb2aeb64a89e7a43e00aa51e1dce39ad4fc94c7b7aab01ccb600a53
PageCount 9
ParticipantIDs wanfang_journals_gfkjdxxb202204005
PublicationCentury 2000
PublicationDate 2022-08-01
PublicationDateYYYYMMDD 2022-08-01
PublicationDate_xml – month: 08
  year: 2022
  text: 2022-08-01
  day: 01
PublicationDecade 2020
PublicationTitle 国防科技大学学报
PublicationTitle_FL Journal of National University of Defense Technology
PublicationYear 2022
Publisher 空军工程大学防空反导学院,陕西西安 710051
Publisher_xml – name: 空军工程大学防空反导学院,陕西西安 710051
SSID ssib023167171
ssib057620141
ssib051370975
ssib001129263
ssj0000556656
Score 2.3335946
Snippet TP732;...
SourceID wanfang
SourceType Aggregation Database
StartPage 43
Title 无人机集群作战中连续时间Markov链模型的求解方法
URI https://d.wanfangdata.com.cn/periodical/gfkjdxxb202204005
Volume 44
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV3NaxQxFB_6cfEiflI_WcR4kdWZTDKTHDO7sxSxvdhCbyXzVVHYQj-k9igigkfRipaiKOilB_EDrVj_mTpt_wvfy6Q7W-qhuixD9uXlN-_lTZKX2eTFcS77IoFJgyebkmm3ySSFftBLdDMICj8oCi_zCvxHd2w8GJ1kN6b41MDgl75VS4sLybV0-a_7Sv7HqkADu-Iu2X-wbA8UCJAG-8IVLAzXQ9mYxAGRIVEuiRmJFH6R0jIJSWREREDikEQxUczwtDEXeIQgUhiKIKpNYkGiDpGxYY4MxSBHgcGBBMNNPbP3zE8fAYFBQVmPxBwLigjLSkUEw6zII4IirALxfIMGRGmyfFIdeLnnExuECGVDcJCEIhQUlJ4RVeFqDOABFYCIiTZRQV_C8Ci-9-wgDChRCQJ1I42MAK9kzQK3cYmiBiU2egoUWql-FNkx-BLcbdQaFezsuxHAtkz1B6ayWxbODu72ZQrMw_eW8lWPv1FPGiNxtBAURSQgcpMlTG0eVLi_dnrFO0S0DU8HZdnHLFFB2rJpyY09OFq6TlTyyqsYfsnG5K2GKFwER5kNIG7HsCqGpm2rrG9AqmJgWdemgjk4aAp87wSjZooBgSnFfp3X_kFv1eZMcfdOtrSU9HgGnWEahrg6Yli1x27eqv1w8CJpHdeNYrgFr553cM8PXVn7rTDnpbjguPdyFCM8Bebk5Z62NiwXynp9v6Rmu1230N2ZPs9w4phz1E7pGqpqn8edgeXbJ5yRMRP-fu5-40pjXEOjb9hR9KQTlSuvtzY2ytWN3VePtjffbf1cLR-_2Pq2vvNrbfvHernydXflc9Xcdp9ulh_e_F57sv3yYfnxwc77t-Xz7-WnZ6ecyU480Rpt2qNMmvMeTJqamdCJn4ahm6UJ1XkSMC1kHmrm566rNfdyL0tzX-qMFalkaZiEWieul6YJzEg09087Q93Zbj7iNAKaZhw-OcdgoplOOFQmC_E8Sr9wC3nGuWSrY9p2VfPTByx39jBM55wjdRs57wwtzC3mF8AFX0guWoP_AQ4fp9M
linkProvider EBSCOhost
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=%E6%97%A0%E4%BA%BA%E6%9C%BA%E9%9B%86%E7%BE%A4%E4%BD%9C%E6%88%98%E4%B8%AD%E8%BF%9E%E7%BB%AD%E6%97%B6%E9%97%B4Markov%E9%93%BE%E6%A8%A1%E5%9E%8B%E7%9A%84%E6%B1%82%E8%A7%A3%E6%96%B9%E6%B3%95&rft.jtitle=%E5%9B%BD%E9%98%B2%E7%A7%91%E6%8A%80%E5%A4%A7%E5%AD%A6%E5%AD%A6%E6%8A%A5&rft.au=%E9%BB%84%E6%A0%91%E5%BD%A9&rft.au=%E8%B0%A2%E5%AE%B6%E8%B1%AA&rft.au=%E9%9F%A6%E9%81%93%E7%9F%A5&rft.au=%E5%BC%A0%E6%9B%8C%E5%AE%87&rft.date=2022-08-01&rft.pub=%E7%A9%BA%E5%86%9B%E5%B7%A5%E7%A8%8B%E5%A4%A7%E5%AD%A6%E9%98%B2%E7%A9%BA%E5%8F%8D%E5%AF%BC%E5%AD%A6%E9%99%A2%2C%E9%99%95%E8%A5%BF%E8%A5%BF%E5%AE%89+710051&rft.issn=1001-2486&rft.volume=44&rft.issue=4&rft.spage=43&rft.epage=51&rft_id=info:doi/10.11887%2Fj.cn.202204005&rft.externalDocID=gfkjdxxb202204005
thumbnail_s http://utb.summon.serialssolutions.com/2.0.0/image/custom?url=http%3A%2F%2Fwww.wanfangdata.com.cn%2Fimages%2FPeriodicalImages%2Fgfkjdxxb%2Fgfkjdxxb.jpg