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The reason behind its increasing rate is only for its adaptability as it works through batteries which are energy efficient, and for these characteristics, it has covered a wide market worldwide. Transmission collision is one of the key reasons for the decrease in performance in WSNs which results in excessive delay and packet loss. The collision range should be minimized in order to mitigate the risk of these packet collisions. The WSNs that contribute to minimize the collision area and the statistics show that the collision area which exceeds equivalents transmission power has been significantly reduced by this technique. This proposed paper optimally reduced the power consumption and data loss through proper routing of packets and the method of congestion detection. WSNs typically require high data reliability to preserve identification and responsiveness capacity while also improving data reliability, transmission, and redundancy. Retransmission is determined by the probability of packet arrival as well as the average energy consumption.<\/jats:p>","DOI":"10.1155\/2021\/7059881","type":"journal-article","created":{"date-parts":[[2021,12,24]],"date-time":"2021-12-24T01:20:15Z","timestamp":1640308815000},"update-policy":"https:\/\/doi.org\/10.1002\/crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["Approach for Collision Minimization and Enhancement of Power Allocation in WSNs"],"prefix":"10.1155","volume":"2021","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-2721-5824","authenticated-orcid":false,"given":"Debabrata","family":"Singh","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jyotishree","family":"Bhanipati","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Anil Kumar","family":"Biswal","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4118-2480","authenticated-orcid":false,"given":"Debabrata","family":"Samanta","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3815-1261","authenticated-orcid":false,"given":"Shubham","family":"Joshi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3715-3882","authenticated-orcid":false,"given":"Piyush Kumar","family":"Shukla","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5687-9649","authenticated-orcid":false,"given":"Stephen Jeswinde","family":"Nuagah","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"311","published-online":{"date-parts":[[2021,12,23]]},"reference":[{"key":"e_1_2_8_1_2","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2019.2904357"},{"key":"e_1_2_8_2_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11276-019-02216-y"},{"key":"e_1_2_8_3_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.engappai.2021.104164"},{"key":"e_1_2_8_4_2","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.2976105"},{"key":"e_1_2_8_5_2","first-page":"1","article-title":"Machine learning based hybrid model for energy efficient secured transmission in wireless sensor networks","volume":"11","author":"Kumar N. 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