{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,16]],"date-time":"2026-03-16T14:25:28Z","timestamp":1773671128474,"version":"3.50.1"},"reference-count":36,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2012,8,2]],"date-time":"2012-08-02T00:00:00Z","timestamp":1343865600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Soft Comput"],"published-print":{"date-parts":[[2013,1]]},"DOI":"10.1007\/s00500-012-0897-2","type":"journal-article","created":{"date-parts":[[2012,8,1]],"date-time":"2012-08-01T11:07:12Z","timestamp":1343819232000},"page":"17-28","source":"Crossref","is-referenced-by-count":25,"title":["A novel heuristic approach for distance- and connectivity-based multihop node localization in wireless sensor networks"],"prefix":"10.1007","volume":"17","author":[{"given":"Diana","family":"Manjarres","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Javier","family":"Del Ser","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sergio","family":"Gil-Lopez","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Massimo","family":"Vecchio","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Itziar","family":"Landa-Torres","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Roberto","family":"Lopez-Valcarce","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2012,8,2]]},"reference":[{"key":"897_CR1","doi-asserted-by":"crossref","first-page":"393","DOI":"10.1016\/S1389-1286(01)00302-4","volume":"38","author":"IF Akyildiz","year":"2002","unstructured":"Akyildiz IF, Su W, Sankarasubramaniam Y, Cayirci E (2002) Wireless sensor networks: a survey. Comput Netw 38:393\u2013422","journal-title":"Comput Netw"},{"key":"897_CR2","unstructured":"Alippi C, Vanini G (2006) A RSSI-based and calibrated centralized localization technique for wireless sensor networks. In: Proceedings of fourth IEEE international conference on pervasive computing and communications workshops, pp 301\u2013305"},{"issue":"4","key":"897_CR3","doi-asserted-by":"crossref","first-page":"360","DOI":"10.1109\/TASE.2006.877401","volume":"3","author":"P Biswas","year":"2006","unstructured":"Biswas P, Liang TC, Toh KC, Ye Y, Wang TC (2006) Semidefinite programming approaches for sensor network localization with noisy distance measurements. IEEE Trans Automat Sci Eng 3(4):360\u2013371","journal-title":"IEEE Trans Automat Sci Eng"},{"key":"897_CR4","doi-asserted-by":"crossref","unstructured":"Biswas P, Ye Y (2004) Semidefinite programming for ad-hoc wireless sensor network localization. In: Proceedings of the 3rd international symposium on information processing in sensor networks. ACM Press, New York, pp 46\u201354","DOI":"10.1145\/984622.984630"},{"issue":"5","key":"897_CR5","doi-asserted-by":"crossref","first-page":"28","DOI":"10.1109\/98.878533","volume":"7","author":"N Bulusu","year":"2000","unstructured":"Bulusu N, Heidemann J, Estrin D (2000) GPS-less Low-cost outdoor localization for very small devices. IEEE Personal Commun 7(5):28\u201334","journal-title":"IEEE Personal Commun"},{"key":"897_CR6","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1145\/1138127.1138128","volume":"2","author":"JA Costa","year":"2006","unstructured":"Costa JA, Patwari N, Hero AO (2006) Distributed weighted-multidimensional scaling for node localization in sensor networks. ACM Trans Sens Netw 2:1","journal-title":"ACM Trans Sens Netw"},{"key":"897_CR7","doi-asserted-by":"crossref","unstructured":"Del Ser J, Matinmikko M, Gil-Lopez S, Mustonen M (2010) A novel harmony search based spectrum allocation technique for cognitive radio networks. IEEE international symposium on wireless communication systems, pp 233\u2013237","DOI":"10.1109\/ISWCS.2010.5624341"},{"key":"897_CR8","doi-asserted-by":"crossref","unstructured":"Del Ser J, Bilbao MN, Gil-Lopez S, Matinmikko M, Salcedo-Sanz S (2011) Iterative power and subcarrier allocation in rate-constrained orthogonal multicarrier downlink systems based on hybrid harmony search heuristics. Eng Appl Artif Intell 24(5):748\u2013756","DOI":"10.1016\/j.engappai.2011.02.005"},{"issue":"10","key":"897_CR9","doi-asserted-by":"crossref","first-page":"2505","DOI":"10.1016\/j.comcom.2008.03.019","volume":"31","author":"R Forsati","year":"2008","unstructured":"Forsati R, Haghighat AT, Mahdavi M (2008) Harmony search based algorithms for bandwidth-delay-constrained least-cost multicast routing. Comput Commun 31(10):2505\u20132519","journal-title":"Comput Commun"},{"issue":"2","key":"897_CR10","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1177\/003754970107600201","volume":"76","author":"ZW Geem","year":"2001","unstructured":"Geem ZW, Kim JH, Loganathan GV (2001) A new heuristic optimization algorithm: harmony search. Simulation 76(2):60\u201368","journal-title":"Simulation"},{"key":"897_CR11","doi-asserted-by":"crossref","unstructured":"Gil-Lopez S, Del Ser J, Olabarrieta I (2009) A novel heuristic algorithm for multiuser detection in synchronous cdma wireless sensor networks. IEEE international conference on ultra modern communications, pp 1\u20136","DOI":"10.1109\/ICUMT.2009.5345659"},{"key":"897_CR12","doi-asserted-by":"crossref","unstructured":"Gopakumar A, Jacob L (2008) Localization in wireless sensor network using particle swarm optimization. IET international conference on wireless, mobile and multimedia networks, pp 227\u2013230","DOI":"10.1049\/cp:20080185"},{"key":"897_CR13","doi-asserted-by":"crossref","unstructured":"He T, Huang C, Blum B, Stankovic J, Abdelzaher T (2003) Range-free localization schemes in large scale sensor network. In: Proceedings of the ninth annual international conference on mobile computing and networking, pp 81\u201395","DOI":"10.1145\/938985.938995"},{"key":"897_CR14","doi-asserted-by":"crossref","DOI":"10.1002\/9780470316672","volume-title":"Multiple comparison procedures","author":"Y Hochberg","year":"1987","unstructured":"Hochberg Y, Tamhane AC (1987) Multiple comparison procedures. Wiley, New York"},{"key":"897_CR15","volume-title":"Nonparametric statistical methods","author":"M Hollander","year":"1973","unstructured":"Hollander M, Wolfe DA (1973) Nonparametric statistical methods. Wiley, New York"},{"key":"897_CR16","doi-asserted-by":"crossref","unstructured":"Hu L, Evans D (2004) Localization for Mobile Sensor Networks. Proceedings of the 10th International Conference on Mobile Computing and Networking, pp 45\u201357","DOI":"10.1145\/1023720.1023726"},{"key":"897_CR17","unstructured":"Ji X, Zha H (2004) Sensor positioning in wireless ad-hoc sensor networks using multidimensional scaling. In: Proceedings of the 23rd annual joint conference of the IEEE computer and communications societies, pp 2652\u20132661"},{"key":"897_CR18","doi-asserted-by":"crossref","unstructured":"Kannan AA, Fidan B, Mao G, Anderson BDO (2007) Analysis of flip ambiguities in distributed network localization. information, decision and control, pp 193\u2013198","DOI":"10.1109\/IDC.2007.374548"},{"issue":"4","key":"897_CR19","doi-asserted-by":"crossref","first-page":"2057","DOI":"10.1109\/TVT.2010.2040850","volume":"59","author":"AA Kannan","year":"2010","unstructured":"Kannan AA, Fidan B, Mao G (2010) Analysis of flip ambiguities for robust sensor network localization. IEEE Trans Veh Technol 59(4):2057\u20132070","journal-title":"IEEE Trans Veh Technol"},{"key":"897_CR20","doi-asserted-by":"crossref","unstructured":"Kannan AA, Mao G, Vucetic B (2005) Simulated annealing based localization in wireless sensor network. In: Proceedings of the IEEE conference on local computer networks. IEEE Computer Society, pp 513\u2013514","DOI":"10.1109\/LCN.2005.125"},{"key":"897_CR21","doi-asserted-by":"crossref","unstructured":"Kannan AA, Mao G, Vucetic B (2006) Simulated annealing based wireless sensor network localization with flip ambiguity mitigation. In: Proceedings of the 63-rd IEEE vehicular technology conference 1022\u20131026","DOI":"10.1109\/VETECS.2006.1682979"},{"key":"897_CR22","unstructured":"Liang TC, Wang TC, Ye Y (2004) A Gradient Search Method to Round the Semidefinite Programming Relaxation for Ad Hoc Wireless Sensor Network Localization. Standford University Technical Report"},{"issue":"4","key":"897_CR23","doi-asserted-by":"crossref","first-page":"1188","DOI":"10.1016\/j.asoc.2010.05.007","volume":"10","author":"TW Liao","year":"2010","unstructured":"Liao TW (2010) Two hybrid differential evolution algorithms for engineering design optimization. Appl Soft Comput 10(4):1188\u20131199","journal-title":"Appl Soft Comput"},{"issue":"6","key":"897_CR24","doi-asserted-by":"crossref","first-page":"922","DOI":"10.1109\/49.709453","volume":"16","author":"T Liu","year":"1998","unstructured":"Liu T, Bahl P, Chlamtac I (1998) Mobility modeling, location tracking, and trajectory prediction in wireless ATM networks. IEEE J Sel Areas Commun 16(6):922\u2013936","journal-title":"IEEE J Sel Areas Commun"},{"issue":"6","key":"897_CR25","doi-asserted-by":"crossref","first-page":"30","DOI":"10.1109\/65.967595","volume":"15","author":"M Mauve","year":"2001","unstructured":"Mauve M, Widmer J, Hartenstein H (2001) A survey on position-based routing in mobile adhHoc networks. IEEE Netw 15(6):30\u201339","journal-title":"IEEE Netw"},{"issue":"3","key":"897_CR26","doi-asserted-by":"crossref","first-page":"814","DOI":"10.1137\/S1052623495283024","volume":"7","author":"JJ Mor\u00e9","year":"1997","unstructured":"Mor\u00e9 JJ, Wu Z (1997) Global continuation for distance geometry problems. SIAM J Optimiz 7(3):814\u2013836","journal-title":"SIAM J Optimiz"},{"key":"897_CR27","first-page":"2926","volume":"5","author":"D Niculescu","year":"2001","unstructured":"Niculescu D, Nath B (2001) Ad hoc positioning system (APS). IEEE global communications conference (GLOBECOM) 5:2926\u20132931","journal-title":"IEEE Global Commun Conf (GLOBECOM)"},{"key":"897_CR28","doi-asserted-by":"crossref","unstructured":"Niculescu D, Nath B (2003) Ad-hoc positioning system (APS) using AoA. In: Proceedings of the 20st annual joint conference of the IEEE computer and communications societies 3:1734\u20131743","DOI":"10.1109\/INFCOM.2003.1209196"},{"key":"897_CR29","unstructured":"Priyantha N, Balakrishnan H, Demaine E, Teller S (2003) Anchor-free distributed localization in sensor network. MIT Laboratory for Computer Science TR-892"},{"key":"897_CR30","doi-asserted-by":"crossref","unstructured":"Savvides A, Han CC, Srivastava M (2001) Dynamic fine-grained localization in ad-hoc networks of sensors. In: 7th ACM international conference on mobile computing and networking, pp 166\u2013179","DOI":"10.1145\/381677.381693"},{"key":"897_CR31","doi-asserted-by":"crossref","unstructured":"Shang Y, Ruml W, Zhang Y, Fromherz M (2003) Localization from mere connectivity. In: Proceedings of ACM symposium on mobile ad hoc networking and computing, pp 201\u2013212","DOI":"10.1145\/778415.778439"},{"issue":"11","key":"897_CR32","doi-asserted-by":"crossref","first-page":"961","DOI":"10.1109\/TPDS.2004.67","volume":"15","author":"Y Shang","year":"2004","unstructured":"Shang Y, Ruml W, Zhang Y, Fromherz M (2004) Localization from Connectivity in Sensor Networks. IEEE Trans Parallel Distributed Syst 15(11):961\u2013974","journal-title":"IEEE Trans Parallel Distributed Syst"},{"key":"897_CR33","doi-asserted-by":"crossref","unstructured":"Shekofteh SK, Khalkhali MB, Yaghmaee MH, Deldari H (2010) Localization in Wireless Sensor Networks using Tabu Search and Simulated Annealing. In: 2nd international conference on computer and automation engineering (ICCAE) 2:752\u2013757","DOI":"10.1109\/ICCAE.2010.5451779"},{"issue":"1","key":"897_CR34","doi-asserted-by":"crossref","first-page":"156","DOI":"10.1137\/050640308","volume":"18","author":"P Tseng","year":"2007","unstructured":"Tseng P (2007) Second-order cone programming relaxation of sensor network localization. SIAM J Optim 18(1):156\u2013185","journal-title":"SIAM J Optimiz"},{"issue":"2","key":"897_CR35","doi-asserted-by":"crossref","first-page":"655","DOI":"10.1137\/060669395","volume":"19","author":"Z Wang","year":"2008","unstructured":"Wang Z, Zheng S, Ye Y, Boyd S (2008) Further relaxations of the semidefinite programming approach to sensor network localization. SIAM J Optim 19(2):655\u2013673","journal-title":"SIAM J Optim"},{"issue":"10","key":"897_CR36","doi-asserted-by":"crossref","first-page":"917","DOI":"10.1109\/LSP.2009.2027159","volume":"16","author":"R Zhang","year":"2009","unstructured":"Zhang R, Hanzo L (2009) Iterative multiuser detection and channel decoding for DS-CDMA using harmony search. IEEE Signal Process Lett 16(10):917\u2013920","journal-title":"IEEE Signal Process Lett"}],"container-title":["Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-012-0897-2.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00500-012-0897-2\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00500-012-0897-2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,7,2]],"date-time":"2019-07-02T10:55:44Z","timestamp":1562064944000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00500-012-0897-2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,8,2]]},"references-count":36,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2013,1]]}},"alternative-id":["897"],"URL":"https:\/\/doi.org\/10.1007\/s00500-012-0897-2","relation":{},"ISSN":["1432-7643","1433-7479"],"issn-type":[{"value":"1432-7643","type":"print"},{"value":"1433-7479","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,8,2]]}}}