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Sen. Netw."],"published-print":{"date-parts":[[2012,9]]},"abstract":"<jats:p>Radio link quality estimation in Wireless Sensor Networks (WSNs) has a fundamental impact on the network performance and also affects the design of higher-layer protocols. Therefore, for about a decade, it has been attracting a vast array of research works. Reported works on link quality estimation are typically based on different assumptions, consider different scenarios, and provide radically different (and sometimes contradictory) results. This article provides a comprehensive survey on related literature, covering the characteristics of low-power links, the fundamental concepts of link quality estimation in WSNs, a taxonomy of existing link quality estimators, and their performance analysis. To the best of our knowledge, this is the first survey tackling in detail link quality estimation in WSNs. We believe our efforts will serve as a reference to orient researchers and system designers in this area.<\/jats:p>","DOI":"10.1145\/2240116.2240123","type":"journal-article","created":{"date-parts":[[2012,9,25]],"date-time":"2012-09-25T23:48:08Z","timestamp":1348616888000},"page":"1-33","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":499,"title":["Radio link quality estimation in wireless sensor networks"],"prefix":"10.1145","volume":"8","author":[{"given":"Nouha","family":"Baccour","sequence":"first","affiliation":[{"name":"University of Sfax, Tunisia and CISTER Research Unit, Polytechnic Institute of Porto (ISEP\/IPP), Portugal, Portugal"}]},{"given":"Anis","family":"Koub\u00e2a","sequence":"additional","affiliation":[{"name":"Al-Imam Mohamed bin Saud University, Saudi Arabia and Polytechnic Institute of Porto (ISEP\/IPP), Portugal"}]},{"given":"Luca","family":"Mottola","sequence":"additional","affiliation":[{"name":"Swedish Institute of Computer Science (SICS), Sweden"}]},{"given":"Marco Antonio","family":"Z\u00fa\u00f1iga","sequence":"additional","affiliation":[{"name":"University of Duisburg-Essen, Germany"}]},{"given":"Habib","family":"Youssef","sequence":"additional","affiliation":[{"name":"University of Sousse, Tunisia"}]},{"given":"Carlo Alberto","family":"Boano","sequence":"additional","affiliation":[{"name":"University of L\u00fcbeck, Germany"}]},{"given":"M\u00e1rio","family":"Alves","sequence":"additional","affiliation":[{"name":"Polytechnic Institute of Porto (ISEP\/IPP), Portugal"}]}],"member":"320","published-online":{"date-parts":[[2012,9,25]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/1030194.1015482"},{"key":"e_1_2_1_2_1","volume-title":"Proceedings of the 17th IEEE\/ACM International Symposium on Modelling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS '09)","author":"Baccour N.","unstructured":"Baccour , N. , Koub\u00e2a , A. , Ben Jamaa , M. , Youssef , H. , Zuniga , M. , and Alves , M . 2009. A comparative simulation study of link quality estimators in wireless sensor networks . In Proceedings of the 17th IEEE\/ACM International Symposium on Modelling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS '09) . IEEE, 301--310. Baccour, N., Koub\u00e2a, A., Ben Jamaa, M., Youssef, H., Zuniga, M., and Alves, M. 2009. A comparative simulation study of link quality estimators in wireless sensor networks. In Proceedings of the 17th IEEE\/ACM International Symposium on Modelling, Analysis and Simulation of Computer and Telecommunication Systems (MASCOTS '09). IEEE, 301--310."},{"key":"e_1_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2011.01.006"},{"key":"e_1_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-11917-0_16"},{"key":"e_1_2_1_5_1","volume-title":"Proceedings of the 5th Workshop on Embedded Networked Sensors (HotEmNets'08)","author":"Bannister K.","unstructured":"Bannister , K. , Giorgetti , G. , and Gupta , S. 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