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This problem has been already considered in two different environments: over provisioned where the number of sensors is enough to cover all targets, and under provisioned where there are not enough sensors to do the coverage task (known as imbalanced\n                    <jats:italic>k<\/jats:italic>\n                    -coverage problem). Due to the significance of solving the imbalanced\n                    <jats:italic>k<\/jats:italic>\n                    -coverage problem, this paper proposes a learning automata (LA)-based algorithm capable of selecting a minimum number of sensors in a way to provide\n                    <jats:italic>k<\/jats:italic>\n                    -coverage for all targets in a balanced way. To evaluate the efficiency of the proposed algorithm performance, several experiments were conducted and the obtained results were compared to those of two greedy-based algorithms. The results confirmed the efficiency of the proposed algorithm in terms of solving the problem.\n                  <\/jats:p>","DOI":"10.3233\/jifs-191170","type":"journal-article","created":{"date-parts":[[2020,4,28]],"date-time":"2020-04-28T14:02:47Z","timestamp":1588082567000},"page":"2817-2829","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":7,"title":["A learning automata-based algorithm to solve imbalanced\n                    <i>k<\/i>\n                    -coverage in visual sensor networks"],"prefix":"10.1177","volume":"39","author":[{"given":"Ahmad","family":"Javan Bakht","sequence":"first","affiliation":[{"name":"Department of Computer Engineering, Sari Branch, Islamic Azad University, Sari, Iran"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Homayun","family":"Motameni","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, Sari Branch, Islamic Azad University, Sari, Iran"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hosein","family":"Mohamadi","sequence":"additional","affiliation":[{"name":"Department of Computer Engineering, Azadshahr Branch, Islamic Azad University, Azadshahr, Iran"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2020,4,28]]},"reference":[{"key":"e_1_3_1_2_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2016.06.011"},{"key":"e_1_3_1_3_2","doi-asserted-by":"publisher","DOI":"10.1007\/s10878-006-5975-x"},{"key":"e_1_3_1_4_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.jnca.2011.11.016"},{"key":"e_1_3_1_5_2","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2012.11.004"},{"key":"e_1_3_1_6_2","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.1987.6499323"},{"key":"e_1_3_1_7_2","doi-asserted-by":"publisher","DOI":"10.1007\/s11276-005-6615-6"},{"key":"e_1_3_1_8_2","doi-asserted-by":"crossref","unstructured":"CardeiM. 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