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However, most approaches treat the collection point selection and touring path planning as two independent problems, which leads to a sub-optimal solution for data collection. This article proposed an ant colony optimization based end-to-end data collection strategy to perform the collection point selection and the touring path planning simultaneously. The proposed algorithm first constructs a data-forwarding tree, and then heuristically selects collection points and plans a touring path at the same time. The performance evaluation shows that the end-to-end strategy can improve the network lifetime of wireless sensor network compared to other approaches, especially in the unbalanced distribution scenario of sensors. The end-to-end strategy is also capable of being integrated with other methods.<\/jats:p>","DOI":"10.1177\/15501329221077932","type":"journal-article","created":{"date-parts":[[2022,3,15]],"date-time":"2022-03-15T10:53:55Z","timestamp":1647341635000},"page":"155013292210779","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":30,"title":["End-to-end data collection strategy using mobile sink in wireless sensor networks"],"prefix":"10.1177","volume":"18","author":[{"given":"Xiaofeng","family":"Wu","sequence":"first","affiliation":[{"name":"Public Courses Department, Guangzhou Polytechnic of Sports, Guangzhou, China"}]},{"given":"Zhuangqi","family":"Chen","sequence":"additional","affiliation":[{"name":"School of Software Engineering, South China University of Technology, Guangzhou, China"}]},{"given":"Yi","family":"Zhong","sequence":"additional","affiliation":[{"name":"Guangzhou Center for Educational Technology, Guangzhou, China"}]},{"given":"Hui","family":"Zhu","sequence":"additional","affiliation":[{"name":"School of Electronic and Information Engineering, South China University of Technology, Guangzhou, China"}]},{"given":"Pingjian","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Software Engineering, South China University of Technology, Guangzhou, China"}]}],"member":"179","published-online":{"date-parts":[[2022,3,15]]},"reference":[{"key":"bibr1-15501329221077932","first-page":"153","volume-title":"2009 seventh annual communication networks and services research conference","author":"Hussain S"},{"key":"bibr2-15501329221077932","doi-asserted-by":"crossref","unstructured":"Shnayder V, Chen Br, Lorincz K, et al. 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