{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,2,21]],"date-time":"2025-02-21T12:43:27Z","timestamp":1740141807071,"version":"3.37.3"},"reference-count":47,"publisher":"SAGE Publications","issue":"9","license":[{"start":{"date-parts":[[2013,9,1]],"date-time":"2013-09-01T00:00:00Z","timestamp":1377993600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/journals.sagepub.com\/page\/policies\/text-and-data-mining-license"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["journals.sagepub.com"],"crossmark-restriction":true},"short-container-title":["International Journal of Distributed Sensor Networks"],"published-print":{"date-parts":[[2013,9,1]]},"abstract":"<jats:p> The performance of a proposed compact radial basis function was compared with the sigmoid basis function and the gaussian-radial basis function neural networks in 3D wireless sensor routing topology control, in underground mine rescue operation. Optimised errors among other parameters were examined in addition to scalability and time efficiency. To make the routing path efficient in emergency situations, the sensor sequence and deployment as well as transmission range were carefully considered. In times of danger and unsafe situations, data-mule robot with Through The Earth (TTE) radio would be used to carry water, food, equipments, and so forth to miners underground and return with information. Using Matlab, the optimised vectors with high survival rate and fault tolerant, based on rock type, were generated as inputs for the neural networks. Particle swarm optimisation with adaptive mutation was used to train the neurons. Computer simulation results showed that the neural network learning algorithm minimized the error between the neural network output and the desired output such that final error values were either the same as the error goal or less than the error goal. Thus, the proposed algorithm shows high reliability and superior performance. <\/jats:p>","DOI":"10.1155\/2013\/376931","type":"journal-article","created":{"date-parts":[[2013,9,2]],"date-time":"2013-09-02T21:02:32Z","timestamp":1378155752000},"page":"376931","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":6,"title":["Radial and Sigmoid Basis Function Neural Networks in Wireless Sensor Routing Topology Control in Underground Mine Rescue Operation Based on Particle Swarm Optimization"],"prefix":"10.1177","volume":"9","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3805-5635","authenticated-orcid":false,"given":"Mary Opokua","family":"Ansong","sequence":"first","affiliation":[{"name":"Institute of System Engineering, Faculty of Science, Jiangsu University, 301 Xuefu, Zhenjiang 212013, China"},{"name":"Department of Computer Science, Faculty of Applied Science, Kumasi Polytechnic, P.O. Box 854, Kumasi, Ghana"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hong-Xing","family":"Yao","sequence":"additional","affiliation":[{"name":"Institute of System Engineering, Faculty of Science, Jiangsu University, 301 Xuefu, Zhenjiang 212013, China"},{"name":"College of Finance and Economics, Jiangsu University, 301 Xuefu, Zhenjiang 212013, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jun Steed","family":"Huang","sequence":"additional","affiliation":[{"name":"Computer Science and Technology, School of Computer Science and Telecommunication, Jiangsu University, 301 Xuefu, Zhenjiang 212013, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2013,9,2]]},"reference":[{"doi-asserted-by":"publisher","key":"B2-2013-376931","DOI":"10.1016\/j.envres.2006.09.010"},{"doi-asserted-by":"publisher","key":"B3-2013-376931","DOI":"10.1016\/j.coal.2009.08.008"},{"volume-title":"Proceedings of the 3rd International Conference on Environmental Issues and Waste Management in Energy and Mineral Production","author":"Amegbey N.","first-page":"179","key":"B4-2013-376931"},{"doi-asserted-by":"publisher","key":"B5-2013-376931","DOI":"10.1093\/occmed\/kqj023"},{"doi-asserted-by":"publisher","key":"B6-2013-376931","DOI":"10.1016\/j.ssci.2011.02.017"},{"doi-asserted-by":"publisher","key":"B7-2013-376931","DOI":"10.1016\/j.resourpol.2005.08.002"},{"doi-asserted-by":"publisher","key":"B8-2013-376931","DOI":"10.1016\/j.accfor.2011.06.001"},{"doi-asserted-by":"publisher","key":"B9-2013-376931","DOI":"10.1155\/2010\/620307"},{"doi-asserted-by":"publisher","key":"B10-2013-376931","DOI":"10.1109\/ICDCS.2010.41"},{"doi-asserted-by":"publisher","key":"B11-2013-376931","DOI":"10.1016\/j.comcom.2010.04.017"},{"volume-title":"Proceedings of IEEE Wireless Communications and Networking Conference (WCNC \u203206)","author":"Heidemann J.","first-page":"228","key":"B12-2013-376931"},{"doi-asserted-by":"publisher","key":"B13-2013-376931","DOI":"10.1016\/j.jpdc.2010.03.010"},{"volume-title":"Proceedings of IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM \u203212)","author":"Edalat N.","key":"B14-2013-376931"},{"doi-asserted-by":"publisher","key":"B15-2013-376931","DOI":"10.1109\/MWC.2007.4300988"},{"doi-asserted-by":"publisher","key":"B16-2013-376931","DOI":"10.1016\/j.phycom.2010.07.001"},{"doi-asserted-by":"publisher","key":"B17-2013-376931","DOI":"10.3390\/s100908504"},{"doi-asserted-by":"publisher","key":"B18-2013-376931","DOI":"10.1016\/j.neunet.2007.09.015"},{"doi-asserted-by":"publisher","key":"B19-2013-376931","DOI":"10.1016\/j.neucom.2013.01.032"},{"doi-asserted-by":"publisher","key":"B20-2013-376931","DOI":"10.1007\/s11063-012-9255-8"},{"doi-asserted-by":"publisher","key":"B21-2013-376931","DOI":"10.1007\/s00521-012-0950-1"},{"issue":"2","key":"B22-2013-376931","volume":"14","author":"Munoz L. A. B.","year":"2007","journal-title":"Engineering Letters"},{"doi-asserted-by":"publisher","key":"B23-2013-376931","DOI":"10.1016\/j.neucom.2011.03.056"},{"doi-asserted-by":"publisher","key":"B24-2013-376931","DOI":"10.1016\/S0362-546X(96)00268-4"},{"doi-asserted-by":"publisher","key":"B25-2013-376931","DOI":"10.1016\/j.neucom.2010.11.032"},{"doi-asserted-by":"publisher","key":"B26-2013-376931","DOI":"10.1016\/j.neucom.2012.01.034"},{"doi-asserted-by":"publisher","key":"B27-2013-376931","DOI":"10.1007\/s00521-012-1030-2"},{"doi-asserted-by":"publisher","key":"B28-2013-376931","DOI":"10.1016\/S0378-4371(99)00291-5"},{"doi-asserted-by":"publisher","key":"B29-2013-376931","DOI":"10.1073\/pnas.172501399"},{"doi-asserted-by":"publisher","key":"B30-2013-376931","DOI":"10.1016\/j.adhoc.2003.09.010"},{"doi-asserted-by":"publisher","key":"B31-2013-376931","DOI":"10.1016\/j.comcom.2007.10.040"},{"doi-asserted-by":"publisher","key":"B32-2013-376931","DOI":"10.1016\/j.inffus.2011.01.003"},{"doi-asserted-by":"publisher","key":"B33-2013-376931","DOI":"10.1016\/j.adhoc.2006.09.001"},{"doi-asserted-by":"publisher","key":"B34-2013-376931","DOI":"10.1016\/j.comcom.2008.05.043"},{"issue":"16","key":"B36-2013-376931","first-page":"5866","volume":"7","author":"Feng X.","year":"2011","journal-title":"Journal of Computational Information Systems"},{"doi-asserted-by":"publisher","key":"B37-2013-376931","DOI":"10.1016\/j.autcon.2008.02.001"},{"key":"B38-2013-376931","first-page":"77","volume":"11","author":"Peng J.","year":"2011","journal-title":"Journal of Safety Science and Technology"},{"doi-asserted-by":"publisher","key":"B39-2013-376931","DOI":"10.1016\/j.ins.2009.11.016"},{"volume-title":"Proceedings of the 13th Scientific Conference of Al-Ma'moon University College","author":"Jamel T. M.","key":"B40-2013-376931"},{"doi-asserted-by":"publisher","key":"B41-2013-376931","DOI":"10.1016\/j.ress.2005.08.004"},{"key":"B42-2013-376931","first-page":"163","volume":"2","author":"Duch W.","year":"1999","journal-title":"Neural Comping Surveys"},{"volume-title":"Proceedings of IEEE International Conference on Neural Networks","author":"Kennedy J.","first-page":"1942","key":"B44-2013-376931"},{"key":"B45-2013-376931","first-page":"81","volume-title":"Proceedings of the Congress on Evolutionary Computation","volume":"1","author":"Eberhart R. C."},{"doi-asserted-by":"publisher","key":"B46-2013-376931","DOI":"10.1007\/s13198-012-0139-0"},{"doi-asserted-by":"publisher","key":"B47-2013-376931","DOI":"10.1002\/mop.11005"},{"doi-asserted-by":"publisher","key":"B48-2013-376931","DOI":"10.5370\/JEET.2007.2.4.413"},{"doi-asserted-by":"publisher","key":"B49-2013-376931","DOI":"10.3724\/SP.J.1004.2011.00541"},{"doi-asserted-by":"publisher","key":"B50-2013-376931","DOI":"10.3923\/jas.2011.1587.1593"}],"container-title":["International Journal of Distributed Sensor Networks"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1155\/2013\/376931","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/full-xml\/10.1155\/2013\/376931","content-type":"application\/xml","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/journals.sagepub.com\/doi\/pdf\/10.1155\/2013\/376931","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,5,16]],"date-time":"2021-05-16T20:27:41Z","timestamp":1621196861000},"score":1,"resource":{"primary":{"URL":"http:\/\/journals.sagepub.com\/doi\/10.1155\/2013\/376931"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2013,9,1]]},"references-count":47,"journal-issue":{"issue":"9","published-print":{"date-parts":[[2013,9,1]]}},"alternative-id":["10.1155\/2013\/376931"],"URL":"https:\/\/doi.org\/10.1155\/2013\/376931","relation":{},"ISSN":["1550-1477","1550-1477"],"issn-type":[{"type":"print","value":"1550-1477"},{"type":"electronic","value":"1550-1477"}],"subject":[],"published":{"date-parts":[[2013,9,1]]}}}