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According to the importance of data, the residual energy of nodes and the relative density of nodes, the data are dynamically partitioned to improve the D-SMART algorithm. Simultaneously, sending negative number splicing is used to compensate for the loss caused by the collision of data transmission between nodes. The simulation results show that IM-D-SMART outperforms D-SMART in terms of computation, privacy and communication cost. <\/jats:p>","DOI":"10.1142\/s0218126622500098","type":"journal-article","created":{"date-parts":[[2021,7,24]],"date-time":"2021-07-24T04:55:55Z","timestamp":1627102555000},"source":"Crossref","is-referenced-by-count":2,"title":["An Improved D-SMART Algorithm for Wireless Sensor Networks"],"prefix":"10.1142","volume":"31","author":[{"given":"Jun","family":"Wang","sequence":"first","affiliation":[{"name":"College of Computer Science and Technology, Shenyang University of Chemical Technology, Shenyang, Liaoning 110142, P.\u00a0R.\u00a0China"},{"name":"Key Laboratory of Industrial Intelligence Technology on Chemical Process, Shenyang University of Chemical Technology, Shenyang, Liaoning 110142, P.\u00a0R.\u00a0China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanhui","family":"Xu","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, Shenyang University of Chemical Technology, Shenyang, Liaoning 110142, P.\u00a0R.\u00a0China"},{"name":"Key Laboratory of Industrial Intelligence Technology on Chemical Process, Shenyang University of Chemical Technology, Shenyang, Liaoning 110142, P.\u00a0R.\u00a0China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Li","family":"Li","sequence":"additional","affiliation":[{"name":"College of Computer Science and Technology, Shenyang University of Chemical Technology, Shenyang, Liaoning 110142, P.\u00a0R.\u00a0China"},{"name":"Key Laboratory of Industrial Intelligence Technology on Chemical Process, Shenyang University of Chemical Technology, Shenyang, Liaoning 110142, P.\u00a0R.\u00a0China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yansui","family":"Du","sequence":"additional","affiliation":[{"name":"Party School of Liaoning Provincial Party Committee, Shenyang, Liaoning 110004, P.\u00a0R.\u00a0China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liang","family":"Zhao","sequence":"additional","affiliation":[{"name":"School of Computer Science, Shenyang Aerospace University, Shenyang, Liaoning 110135, P.\u00a0R.\u00a0China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"219","published-online":{"date-parts":[[2021,7,23]]},"reference":[{"key":"S0218126622500098BIB001","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2017.2769446"},{"key":"S0218126622500098BIB002","first-page":"1","volume":"68","author":"Yu K. 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