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With social development, large-scale agriculture monitoring by satellite sensor network attracts increasing concerns as well as the transmission problem of plentiful agriculture data. In this paper, we propose a new method of constrained route based on the metric of delay and capacity (CR-MDC) to find route path in satellite sensor network, with the aim of achieving congestion avoidance of network for transferring a large amount of data while monitoring large-scale agriculture. We model the rosette constellation network according to network characteristics through a discrete-time figure and formulate the scheme as a binary integer programming problem in consideration of time-variant parameters, for example, link capacity and link delay. The performance of the constrained route algorithm is compared with the Dijkstra-based routing protocols proposed in existing literature. Moreover, an improved CR-MDC under a route similarity constraint is developed to reduce the handoff times in adjacent slots. Simulation results show that the proposed scheme exhibits lower blocking probability and maximum link utilization but higher average network delay than Dijkstra-based routing while the improved CR-MDC has a higher route similarity than CR-MDC. <\/jats:p>","DOI":"10.1155\/2015\/679595","type":"journal-article","created":{"date-parts":[[2015,12,6]],"date-time":"2015-12-06T21:02:02Z","timestamp":1449435722000},"page":"679595","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":0,"title":["CR-MDC: A Method of Constrained Route for Avoiding Congestion of the Satellite Sensor Network for Agriculture"],"prefix":"10.1177","volume":"11","author":[{"given":"Yuanyuan","family":"Zhang","sequence":"first","affiliation":[{"name":"School of Electronic Information, Wuhan University, Wuhan, Hubei 430072, China"}]},{"given":"Jing","family":"Wu","sequence":"additional","affiliation":[{"name":"School of Electronic Information, Wuhan University, Wuhan, Hubei 430072, China"},{"name":"Collaborative Innovation Center for Geospatial Technology, No. 129, Luoyu Road, Wuhan 430079, China"}]},{"given":"Hao","family":"Jiang","sequence":"additional","affiliation":[{"name":"School of Electronic Information, Wuhan University, Wuhan, Hubei 430072, China"},{"name":"Collaborative Innovation Center for Geospatial Technology, No. 129, Luoyu Road, Wuhan 430079, China"}]},{"given":"Jianguo","family":"Zhou","sequence":"additional","affiliation":[{"name":"School of Electronic Information, Wuhan University, Wuhan, Hubei 430072, China"}]},{"given":"Xiuhong","family":"Li","sequence":"additional","affiliation":[{"name":"College of Global Change and Earth System Science, Beijing Normal University, No. 19, Xin Jie Kou Wai Street, Beijing 100875, China"}]},{"given":"Laitao","family":"Zhu","sequence":"additional","affiliation":[{"name":"School of Electronic Information, Wuhan University, Wuhan, Hubei 430072, China"}]},{"given":"Zijing","family":"Cheng","sequence":"additional","affiliation":[{"name":"Space Star Technology Ltd., No. 82, Zhichun Road, Haidian District, Beijing 100086, China"}]}],"member":"179","published-online":{"date-parts":[[2015,12,6]]},"reference":[{"key":"B1-2015-679595","doi-asserted-by":"publisher","DOI":"10.1002\/sat.1019"},{"first-page":"445","volume-title":"Proceedings of the 6th ACM Conference on Embedded Network Sensor Systems","author":"Colitti W.","key":"B2-2015-679595"},{"volume-title":"Research on Data Acquisition and Management Technology for Crop Information Monitoring","year":"2012","author":"Zhou J.","key":"B3-2015-679595"},{"key":"B4-2015-679595","doi-asserted-by":"publisher","DOI":"10.1016\/j.csi.2011.03.004"},{"key":"B5-2015-679595","doi-asserted-by":"publisher","DOI":"10.1155\/2013\/150703"},{"first-page":"104","volume-title":"Proceedings of the 4th World Congress on Computers in Agriculture and Natural Resources","author":"Basu T.","key":"B6-2015-679595"},{"first-page":"845","volume-title":"Proceedings of the EFITA\/WCCA Joint Congress on IT in Agriculture","author":"Morais R.","key":"B7-2015-679595"},{"key":"B8-2015-679595","doi-asserted-by":"publisher","DOI":"10.1109\/tim.2008.917198"},{"key":"B9-2015-679595","doi-asserted-by":"publisher","DOI":"10.1016\/j.compag.2009.01.007"},{"first-page":"14","volume-title":"Proceedings of the 4th European Conference in Precision Agriculture","author":"Cugati S.","key":"B10-2015-679595"},{"key":"B11-2015-679595","doi-asserted-by":"publisher","DOI":"10.1007\/978-90-481-9277-9_22"},{"volume-title":"Proceedings of the ACM Workshop Real-World Wireless Sensor Networks (REALWSN \u203205)","author":"Baggio A.","key":"B12-2015-679595"},{"key":"B13-2015-679595","doi-asserted-by":"publisher","DOI":"10.1109\/lcn.2004.105"},{"issue":"23","key":"B14-2015-679595","first-page":"5858","volume":"53","author":"Lu M.","year":"2014","journal-title":"Hubei Agricultural Sciences"},{"first-page":"47","volume-title":"Proceedings of the 6th International Workshop Applications and Services in Wireless Networks (ASWN \u203206)","author":"Radenkovic M.","key":"B15-2015-679595"},{"issue":"14","key":"B16-2015-679595","first-page":"2879","volume":"43","author":"Tang H.-J.","year":"2010","journal-title":"Sciatica Agricultural Sinica"},{"key":"B17-2015-679595","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2011.07.024"},{"key":"B18-2015-679595","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2005.09.007"},{"key":"B19-2015-679595","doi-asserted-by":"publisher","DOI":"10.1016\/j.pce.2011.03.005"},{"key":"B20-2015-679595","first-page":"31","volume":"3","author":"Liu J.","year":"2015","journal-title":"Satellite Application"},{"key":"B21-2015-679595","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4615-0431-3_2"},{"key":"B22-2015-679595","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.1980.308932"},{"volume-title":"Proceedings of the Training Workshop","series-title":"AGM-8, WMO\/TD-No. 1182","author":"Sivakumar M. 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