{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:22:48Z","timestamp":1750306968209,"version":"3.41.0"},"reference-count":39,"publisher":"Association for Computing Machinery (ACM)","issue":"4","license":[{"start":{"date-parts":[[2013,7,1]],"date-time":"2013-07-01T00:00:00Z","timestamp":1372636800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["ACM Trans. Sen. Netw."],"published-print":{"date-parts":[[2013,7]]},"abstract":"<jats:p>One of the major sources of energy waste in wireless sensor networks (WSNs) is idle listening, that is, the cost of actively listening for potential packets. This article focuses on reducing idle-listening time via a dynamic duty-cycling technique which aims at optimizing the sleep interval between consecutive wake-ups. We considered a receiver-initiated MAC method for WSNs in which the sender waits for a beacon signal from the receiver before starting to transmit. Since each sender receives beacon signals from several nodes, the data are routed on multiple paths in a data collection network. In this context, we propose an optimization framework for minimizing the energy waste of the most power-hungry node of the network. To this aim, we first derive an analytic model that predicts nodes' energy consumption. Then, we use the model to derive a distributed optimization technique. Simulation results via NS-2 simulator are included to illustrate the accuracy of the model, and numerical results assess the validity of the proposed scheme.<\/jats:p>","DOI":"10.1145\/2489253.2489261","type":"journal-article","created":{"date-parts":[[2013,7,25]],"date-time":"2013-07-25T19:12:41Z","timestamp":1374779561000},"page":"1-22","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":13,"title":["A game theory distributed approach for energy optimization in WSNs"],"prefix":"10.1145","volume":"9","author":[{"given":"Andrea","family":"Abrardo","sequence":"first","affiliation":[{"name":"University of Siena, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lapo","family":"Balucanti","sequence":"additional","affiliation":[{"name":"University of Siena, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alessandro","family":"Mecocci","sequence":"additional","affiliation":[{"name":"University of Siena, Italy"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2013,7,23]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.adhoc.2008.06.003"},{"key":"e_1_2_1_2_1","doi-asserted-by":"crossref","unstructured":"Boyd S. and Vandenberghe L. 2004. Convex Optimization. Cambridge University Press New York NY.   Boyd S. and Vandenberghe L. 2004. Convex Optimization. Cambridge University Press New York NY.","DOI":"10.1017\/CBO9780511804441"},{"key":"e_1_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1145\/1182807.1182838"},{"key":"e_1_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1145\/1236360.1236417"},{"key":"e_1_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2005.863711"},{"volume-title":"Proceedings of the Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM'07)","author":"Du S.","key":"e_1_2_1_6_1"},{"key":"e_1_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1287\/moor.11.1.1"},{"volume-title":"IEEE Symposium on Computers and Communications, 244--251","author":"El-Hoiydi A.","key":"e_1_2_1_8_1"},{"volume-title":"Proceedings of the International Parallel and Distributed Processing Symposium.","author":"Elson J.","key":"e_1_2_1_9_1"},{"key":"e_1_2_1_10_1","unstructured":"Fudenberg D. and Tirole J. 1991. Game Theory. MIT Press Cambridge MA.  Fudenberg D. and Tirole J. 1991. Game Theory. MIT Press Cambridge MA."},{"volume-title":"Proceedings of the 5th IEEE International Symposium on Wireless Pervasive Computing (ISWPC). 204--209","author":"Gezer C.","key":"e_1_2_1_11_1"},{"volume-title":"Proceedings of the 1st International Workshop on Wireless Sensor Networks (WWSN'07)","author":"Jeong J.","key":"e_1_2_1_12_1"},{"key":"e_1_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1155\/2008\/738292"},{"key":"e_1_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2007.1037"},{"key":"e_1_2_1_15_1","doi-asserted-by":"crossref","unstructured":"Karl H. and Willig A. 2005. Protocols and Architectures for Wireless Sensor Networks. Wiley New York NY.   Karl H. and Willig A. 2005. Protocols and Architectures for Wireless Sensor Networks. Wiley New York NY.","DOI":"10.1002\/0470095121"},{"key":"e_1_2_1_16_1","unstructured":"Mas-Colell A. Whinston M. and Green J. 1995. Microeconomic Theory. Oxford University Press Oxford U.K.  Mas-Colell A. Whinston M. and Green J. 1995. Microeconomic Theory. Oxford University Press Oxford U.K."},{"key":"e_1_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2010.116"},{"key":"e_1_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/IPSN.2008.10"},{"key":"e_1_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.2307\/1969529"},{"key":"e_1_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2010.223"},{"key":"e_1_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1109\/BROADNETS.2004.71"},{"key":"e_1_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/1031495.1031508"},{"volume-title":"Proceedings of the International Conference on Information Processing in Sensor Networks (IPSN'05)","author":"Polastre J.","key":"e_1_2_1_23_1"},{"key":"e_1_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1109\/26.983324"},{"key":"e_1_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2007.907808"},{"key":"e_1_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.2005.850045"},{"key":"e_1_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/1031495.1031521"},{"volume-title":"Proceedings of the Annual Joint Conference of the IEEE Computer and Communications Societies (INFOCOM'09)","author":"Tang L.","key":"e_1_2_1_28_1"},{"key":"e_1_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1145\/2107502.2107533"},{"key":"e_1_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/958491.958512"},{"key":"e_1_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/JSAC.2002.1007390"},{"volume":"3","volume-title":"Proceedings of the Annual IEEE International Conference on Computer Communications (INFOCOM).","author":"Wei Y.","key":"e_1_2_1_32_1"},{"key":"e_1_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/1374618.1374627"},{"key":"e_1_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/1460412.1460414"},{"key":"e_1_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2004.27"},{"volume-title":"Proceedings of the Global Communications Conference (GLOBECOM'10)","author":"Yuqun Z.","key":"e_1_2_1_36_1"},{"key":"e_1_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1109\/IPDPS.2005.344"},{"key":"e_1_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2003.1255650"},{"key":"e_1_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1109\/TMC.2003.1255648"}],"container-title":["ACM Transactions on Sensor Networks"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2489253.2489261","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2489253.2489261","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T08:39:21Z","timestamp":1750235961000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2489253.2489261"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,7]]},"references-count":39,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2013,7]]}},"alternative-id":["10.1145\/2489253.2489261"],"URL":"https:\/\/doi.org\/10.1145\/2489253.2489261","relation":{},"ISSN":["1550-4859","1550-4867"],"issn-type":[{"type":"print","value":"1550-4859"},{"type":"electronic","value":"1550-4867"}],"subject":[],"published":{"date-parts":[[2013,7]]},"assertion":[{"value":"2011-09-01","order":0,"name":"received","label":"Received","group":{"name":"publication_history","label":"Publication History"}},{"value":"2012-08-01","order":1,"name":"accepted","label":"Accepted","group":{"name":"publication_history","label":"Publication History"}},{"value":"2013-07-23","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}