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While the issues of data aggregation routing protocols and link cost function in a WSNs have been comprehensively considered in the literature, a trade-off improvement between these two has not yet been addressed. In this paper, a comprehensive weight for trade-off between different objectives has been employed, the so-called weighted data aggregation routing strategy (WDARS) which aims to maximize the overlap routes for efficient data aggregation and link cost issues in cluster-based WSNs simultaneously. The proposed methodology is evaluated for energy consumption, network lifetime, throughput, and packet delivery ratio and compared with the InFRA and DRINA. These protocols are cluster-based routing protocols which only aim to maximize the overlap routes for efficient data aggregation. Analysis and simulation results revealed that the WDARS delivered a longer network lifetime with more proficient and reliable performance over other methods.<\/jats:p>","DOI":"10.1155\/2016\/3428730","type":"journal-article","created":{"date-parts":[[2016,9,20]],"date-time":"2016-09-20T17:03:36Z","timestamp":1474391016000},"page":"1-12","source":"Crossref","is-referenced-by-count":22,"title":["WDARS: A Weighted Data Aggregation Routing Strategy with Minimum Link Cost in Event-Driven WSNs"],"prefix":"10.1155","volume":"2016","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-7618-3155","authenticated-orcid":true,"given":"Omar","family":"Adil Mahdi","sequence":"first","affiliation":[{"name":"Faculty of Computer Science & Information Technology, University of Malaya, 50603 Lembah Pantai, Kuala Lumpur, Malaysia"},{"name":"Department of Computer Sciences, College of Education for Pure Sciences-Ibn Al-Haytham, University of Baghdad, Baghdad, 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