{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T22:24:34Z","timestamp":1780439074858,"version":"3.54.1"},"reference-count":38,"publisher":"SAGE Publications","issue":"3","license":[{"start":{"date-parts":[[2016,6,23]],"date-time":"2016-06-23T00:00:00Z","timestamp":1466640000000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"published-print":{"date-parts":[[2016,9]]},"abstract":"<jats:p>This study was intended to investigate the time-dependent autonomous task planning of agile imaging satellites. Based on the analysis of the major constraints of the problem, a model was established by integrating the satellite task planning with time-dependent scheduling. According to the dynamic observation requirements, the mode and framework of on-board autonomous task planning were designed by combining planning, decision-making, execution and feedback. A strategy of simultaneous planning and execution and a heuristic algorithm of rolling planning were proposed in order to replace the one-time global planning with successive local planning. Results demonstrated that the proposed method can not only respond quickly to the dynamic observation requirements, but also allow more tasks to be imaged around the optimal time point.<\/jats:p>","DOI":"10.3233\/ifs-162202","type":"journal-article","created":{"date-parts":[[2016,8,19]],"date-time":"2016-08-19T10:30:41Z","timestamp":1471602641000},"page":"1365-1375","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":11,"title":["Time-dependent autonomous task planning of agile imaging satellites"],"prefix":"10.1177","volume":"31","author":[{"given":"Song","family":"Liu","sequence":"first","affiliation":[{"name":"College of Information System &amp; Management, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yingwu","family":"Chen","sequence":"additional","affiliation":[{"name":"College of Information System &amp; Management, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lining","family":"Xing","sequence":"additional","affiliation":[{"name":"College of Information System &amp; Management, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xiaojun","family":"Guo","sequence":"additional","affiliation":[{"name":"College of Mechatronics Engineering &amp; Automation, National University of Defense Technology, Changsha, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","published-online":{"date-parts":[[2016,6,23]]},"reference":[{"key":"e_1_3_2_2_2","doi-asserted-by":"publisher","DOI":"10.1016\/S1270-9638(02)01173-2"},{"key":"e_1_3_2_3_2","first-page":"105","article-title":"Mini CMG development for future European agile satellite","author":"Carron G.","year":"2002","unstructured":"CarronG., SalencC. and PrivatM., Mini CMG development for future European agile satellite, Proceedings of the 5th ESA International Conference on Spacecraft Guidance, Navigation and Control Systems Processing, 2002, pp. 105\u2013108.","journal-title":"Proceedings of the 5th ESA International Conference on Spacecraft Guidance, Navigation and Control Systems Processing"},{"issue":"6","key":"e_1_3_2_4_2","first-page":"1206","article-title":"Temporal Reasoning Technology for AEOS Scheduling","volume":"35","author":"Lian Z.Y.","year":"2013","unstructured":"LianZ.Y., TanY.J. and YanZ.Z., Temporal Reasoning Technology for AEOS Scheduling, Systems Engineering and Electronics35(6) (2013), 1206\u20131211.","journal-title":"Systems Engineering and Electronics"},{"issue":"12","key":"e_1_3_2_5_2","first-page":"2552","article-title":"Algorithm for agile satellite attitude estimation based on dual quaternion and improved EKF","volume":"35","author":"Zhao L.","year":"2013","unstructured":"ZhaoL., SuZ.H., HaoY. and WuX.D., Algorithm for agile satellite attitude estimation based on dual quaternion and improved EKF, Systems Engineering and Electronics35(12) (2013), 2552\u20132558.","journal-title":"Systems Engineering and Electronics"},{"issue":"2","key":"e_1_3_2_6_2","first-page":"385","article-title":"Small satellite task autonomous scheduling design method based on fuzzy neural network","volume":"28","author":"Yao M.","year":"2007","unstructured":"YaoM. and ZhaoM., Small satellite task autonomous scheduling design method based on fuzzy neural network, Journal of Astronautics28(2) (2007), 385\u2013388.","journal-title":"Journal of Astronautics"},{"issue":"6","key":"e_1_3_2_7_2","first-page":"2285","article-title":"An approach for autonomous electromagnetic detection satellite constellation scheduling based on outsourcing contract net","volume":"30","author":"Chen H.","year":"2009","unstructured":"ChenH., JingN., LiJ. and TangY., An approach for autonomous electromagnetic detection satellite constellation scheduling based on outsourcing contract net, Journal of Astronautics30(6) (2009), 2285\u20132291.","journal-title":"Journal of Astronautics"},{"key":"e_1_3_2_8_2","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8640.2010.00375.x"},{"key":"e_1_3_2_9_2","article-title":"Decision-making on-board an autonomous agile earth-observing satellite","author":"Beaumet G.","year":"2008","unstructured":"BeaumetG., VerfaillieG. and CharmeauM.C., Decision-making on-board an autonomous agile earth-observing satellite, The 8th International Conference on Automated Planning and Scheduling, 2008.","journal-title":"The 8th International Conference on Automated Planning and Scheduling"},{"key":"e_1_3_2_10_2","doi-asserted-by":"publisher","DOI":"10.2514\/6.2009-1987"},{"key":"e_1_3_2_11_2","first-page":"367","article-title":"Mission Operations of Earth Observing-1 with Onboard Autonomy","author":"Rabideau G.","year":"2006","unstructured":"RabideauG., TranD., ChienS., CichyB. and ShenvoodR., Mission Operations of Earth Observing-1 with Onboard Autonomy, Proceedings of the 2nd IEEE International Conference on Space Mission Challenges for Information Technology, 2006, pp. 367\u2013373.","journal-title":"Proceedings of the 2nd IEEE International Conference on Space Mission Challenges for Information Technology"},{"key":"e_1_3_2_12_2","first-page":"47","article-title":"Real-time Decision Making on EO-1 Using Onboard Science Analysis","author":"Sherwood R.","year":"2005","unstructured":"SherwoodR., ChienS. and DaviesA., Real-time Decision Making on EO-1 Using Onboard Science Analysis, Fourth International Asia-Pacific Environmental Remote Sensing Symposium, 2005, pp. 47\u201355.","journal-title":"Fourth International Asia-Pacific Environmental Remote Sensing Symposium"},{"key":"e_1_3_2_13_2","first-page":"420","article-title":"The EO-1 Autonomous Science Agent","author":"Chien S.","year":"2004","unstructured":"ChienS., SherwoodR. and TranD., The EO-1 Autonomous Science Agent, Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems, 2004, pp. 420\u2013427.","journal-title":"Proceedings of the Third International Joint Conference on Autonomous Agents and Multiagent Systems"},{"key":"e_1_3_2_14_2","doi-asserted-by":"publisher","DOI":"10.2514\/6.2005-6917"},{"key":"e_1_3_2_15_2","first-page":"300","article-title":"Using Iterative Repair to Improve the Responsiveness of Planning and Scheduling","author":"Chien S.","year":"2000","unstructured":"ChienS., KnightR. and StechertA., Using Iterative Repair to Improve the Responsiveness of Planning and Scheduling, Proceedings of the 5th International Conference on Artificial Intelligence Planning and Scheduling, 2000, pp. 300\u2013307.","journal-title":"Proceedings of the 5th International Conference on Artificial Intelligence Planning and Scheduling"},{"key":"e_1_3_2_16_2","first-page":"122","article-title":"Designing and Evaluating An On-line On-board Autonomous Earth Observation Satellite Scheduling System","author":"Verfaillie G.","year":"2000","unstructured":"VerfaillieG. and BornschleglE., Designing and Evaluating An On-line On-board Autonomous Earth Observation Satellite Scheduling System, Proceedings of the Second NASA International Workshop on Planning and Scheduling for Space, 2000, pp. 122\u2013127.","journal-title":"Proceedings of the Second NASA International Workshop on Planning and Scheduling for Space"},{"key":"e_1_3_2_17_2","doi-asserted-by":"publisher","DOI":"10.1139\/x05-267"},{"key":"e_1_3_2_18_2","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCA.2011.2147305"},{"key":"e_1_3_2_19_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10951-008-0068-6"},{"key":"e_1_3_2_20_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2010.02.002"},{"key":"e_1_3_2_21_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.cor.2012.08.001"},{"key":"e_1_3_2_22_2","doi-asserted-by":"publisher","DOI":"10.1016\/S0925-5273(02)00110-X"},{"key":"e_1_3_2_23_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ejor.2007.11.006"},{"key":"e_1_3_2_24_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10951-006-0004-6"},{"key":"e_1_3_2_25_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijpe.2011.07.014"},{"key":"e_1_3_2_26_2","volume-title":"Research on Imaging Reconnaissance Satellite Scheduling Problem","author":"Her R.J.","year":"2004","unstructured":"HerR.J., Research on Imaging Reconnaissance Satellite Scheduling Problem, National University of Defense Technology Press, 2004."},{"issue":"3","key":"e_1_3_2_27_2","first-page":"411","article-title":"Models, algorithms and applications to the mission planning system of imaging satellites","volume":"31","author":"Her R.J.","year":"2011","unstructured":"HerR.J., GaoP. and BaiB.C., Models, algorithms and applications to the mission planning system of imaging satellites, Systems Engineering-Theory and Practice31(3) (2011), 411\u2013422.","journal-title":"Systems Engineering-Theory and Practice"},{"issue":"8","key":"e_1_3_2_28_2","first-page":"134","article-title":"Optimization algorithm based on decomposition for satellites observation scheduling problem","volume":"29","author":"Li J.F.","year":"2009","unstructured":"LiJ.F., BaiB.C. and ChenY.W., Optimization algorithm based on decomposition for satellites observation scheduling problem, Systems Engineering-Theory and Practice29(8) (2009), 134\u2013143.","journal-title":"Systems Engineering-Theory and Practice"},{"issue":"10","key":"e_1_3_2_29_2","first-page":"2685","article-title":"Emergency scheduling method for imaging reconnaissance satellites based on rolling horizon optimization strategy","volume":"33","author":"He C.","year":"2013","unstructured":"HeC., QiuD.S. and ZhuX.M., Emergency scheduling method for imaging reconnaissance satellites based on rolling horizon optimization strategy, Systems Engineering- Theory and Practice33(10) (2013), 2685\u20132694.","journal-title":"Systems Engineering- Theory and Practice"},{"issue":"11","key":"e_1_3_2_30_2","first-page":"2533","article-title":"Tasks scheduling method for an agile imaging satellite based on improved ant colony algorithm","volume":"32","author":"Guo H.","year":"2012","unstructured":"GuoH., QiuD.S. and WuG.H., Tasks scheduling method for an agile imaging satellite based on improved ant colony algorithm, Systems Engineering-Theory and Practice32(11) (2012), 2533\u20132539.","journal-title":"Systems Engineering-Theory and Practice"},{"key":"e_1_3_2_31_2","article-title":"Exact and Inexact Methods for the Daily Management of An Earth Observation Satellite","author":"Bensana E.","year":"1996","unstructured":"BensanaE., VerfaillieG. and AgneseJ.C., Exact and Inexact Methods for the Daily Management of An Earth Observation Satellite, The 5th Space Symposium on Space Mission Operations and Ground Data Systems, 1996.","journal-title":"The 5th Space Symposium on Space Mission Operations and Ground Data Systems"},{"key":"e_1_3_2_32_2","first-page":"566","article-title":"Analogical and case-based reasoning for predicting satellite task schedulability","author":"Tinker P.","year":"2005","unstructured":"TinkerP., FoxJ. and GreenC., Analogical and case-based reasoning for predicting satellite task schedulability, Case-Based Reasoning Research and Development (2005), 566\u2013578.","journal-title":"Case-Based Reasoning Research and Development"},{"issue":"9","key":"e_1_3_2_33_2","first-page":"1878","article-title":"Review of task scheduling research for the earth observing satellites","volume":"35","author":"Jiang W.","year":"2013","unstructured":"JiangW., HaoH.C. and LiY.J., Review of task scheduling research for the earth observing satellites, Systems Engineerings and Electronics35(9) (2013), 1878\u20131885.","journal-title":"Systems Engineerings and Electronics"},{"issue":"8","key":"e_1_3_2_34_2","first-page":"1695","article-title":"Mission scheduling technique for electronic reconnaissance satellites","volume":"32","author":"Wang H.L.","year":"2010","unstructured":"WangH.L., HuangX.J. and MaM.H., Mission scheduling technique for electronic reconnaissance satellites, Systems Engineering and Electronics32(8) (2010), 1695\u20131699.","journal-title":"Systems Engineering and Electronics"},{"issue":"10","key":"e_1_3_2_35_2","first-page":"2162","article-title":"Multiple satellites united imaging scheduling based on greedy randomized adaptive search procedure","volume":"32","author":"Li J.","year":"2010","unstructured":"LiJ., GuoY.H. and WangJ., Multiple satellites united imaging scheduling based on greedy randomized adaptive search procedure, Systems Engineering and Electronics32(10) (2010), 2162\u20132165.","journal-title":"Systems Engineering and Electronics"},{"key":"e_1_3_2_36_2","article-title":"Interaction Between Action and Motion Planning for An Agile Earth-observing Satellite","author":"Grasset R.","year":"2009","unstructured":"GrassetR., Interaction Between Action and Motion Planning for An Agile Earth-observing Satellite, Proceedings of the 19th International Conference on Automated Planning and Scheduling2009.","journal-title":"Proceedings of the 19th International Conference on Automated Planning and Scheduling"},{"key":"e_1_3_2_37_2","article-title":"Iterative Repair Planning for Spacecraft Operations Using the ASPEN System","author":"Rabideau G.","year":"1999","unstructured":"RabideauG., KnightR. and ChienS., Iterative Repair Planning for Spacecraft Operations Using the ASPEN System, Artificial Intelligence, Robotics and Automation in Space, 1999.","journal-title":"Artificial Intelligence, Robotics and Automation in Space"},{"key":"e_1_3_2_38_2","article-title":"Building a Really Executable Plan for A Constellation of Agile Earth Observation Satellites","author":"Grasset R.","year":"2011","unstructured":"GrassetR., VerfaillieG. and FlipoA., Building a Really Executable Plan for A Constellation of Agile Earth Observation Satellites, International Workshop on Planning and Scheduling for Space, 2011.","journal-title":"International Workshop on Planning and Scheduling for Space"},{"key":"e_1_3_2_39_2","doi-asserted-by":"publisher","DOI":"10.1016\/0022-0000(92)90036-I"}],"container-title":["Journal of Intelligent &amp; Fuzzy Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/IFS-162202","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/full-xml\/10.3233\/IFS-162202","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/journals.sagepub.com\/doi\/pdf\/10.3233\/IFS-162202","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T09:37:48Z","timestamp":1777455468000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/10.3233\/IFS-162202"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,6,23]]},"references-count":38,"journal-issue":{"issue":"3","published-print":{"date-parts":[[2016,9]]}},"alternative-id":["10.3233\/IFS-162202"],"URL":"https:\/\/doi.org\/10.3233\/ifs-162202","relation":{},"ISSN":["1064-1246","1875-8967"],"issn-type":[{"value":"1064-1246","type":"print"},{"value":"1875-8967","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,6,23]]}}}