{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,27]],"date-time":"2026-02-27T04:29:28Z","timestamp":1772166568219,"version":"3.50.1"},"reference-count":31,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T00:00:00Z","timestamp":1749686400000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"},{"start":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T00:00:00Z","timestamp":1749686400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0"}],"funder":[{"name":"National key research and development plan of China","award":["2022YFB2602203"],"award-info":[{"award-number":["2022YFB2602203"]}]},{"name":"National key R & D projects of China","award":["202002AF080003-4"],"award-info":[{"award-number":["202002AF080003-4"]}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["J Wireless Com Network"],"DOI":"10.1186\/s13638-025-02475-8","type":"journal-article","created":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T07:00:36Z","timestamp":1749711636000},"update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Communication and perception integrated positioning system in tunnel construction scenarios"],"prefix":"10.1186","volume":"2025","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3257-5020","authenticated-orcid":false,"given":"Yu-song","family":"You","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhong","family":"Shen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Liu-jie","family":"Jing","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Qing-hai","family":"Yang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2025,6,12]]},"reference":[{"key":"2475_CR1","doi-asserted-by":"crossref","unstructured":"Z. Jin, X. Junxiang. Countermeasure Research on Sichuan\u2012Tibet Railway Construction Based on Safety Risk Assessment, 2019 4th International Conference on Intelligent Transportation Engineering (ICITE) (Singapore, 2019), pp. 54\u201358","DOI":"10.1109\/ICITE.2019.8880177"},{"key":"2475_CR2","doi-asserted-by":"crossref","unstructured":"W. Liu et al., Survey on CSI-based Indoor Positioning Systems and Recent Advances. 2019 International Conference on Indoor Positioning and Indoor Navigation (IPIN) (Pisa, Italy, 2019), pp. 1\u20138","DOI":"10.1109\/IPIN.2019.8911774"},{"issue":"5","key":"2475_CR3","doi-asserted-by":"publisher","DOI":"10.1016\/j.tust.2021.103917","volume":"112","author":"T Yan","year":"2021","unstructured":"T. Yan, S.L. Shen, A. Zhou et al., Construction efficiency of shield tunnelling through soft deposit in Tianjin, China. Tunn. Undergr. Space Technol. 112(5), 103917 (2021)","journal-title":"Tunn. Undergr. Space Technol."},{"key":"2475_CR4","doi-asserted-by":"publisher","first-page":"218","DOI":"10.1016\/j.comnet.2015.06.015","volume":"88","author":"A Makki","year":"2015","unstructured":"A. Makki, A. Siddig et al., Survey of WiFi positioning using time-based Techniques. Comput. Netw. 88, 218\u2013233 (2015)","journal-title":"Comput. Netw."},{"issue":"3","key":"2475_CR5","doi-asserted-by":"publisher","first-page":"1974","DOI":"10.1109\/COMST.2017.2671454","volume":"19","author":"A Khalajmehrabadi","year":"2017","unstructured":"A. Khalajmehrabadi, N. Gatsis, D. Akopian, Modern WLAN fingerprinting indoor positioning methods and deployment challenges. IEEE Commun. Surv. Tutor. 19(3), 1974\u20132002 (2017)","journal-title":"IEEE Commun. Surv. Tutor."},{"key":"2475_CR6","doi-asserted-by":"crossref","unstructured":"S.S. Karaman, A. Akarsu, T. Girici, Use of Particle Filtering in RSSI-Based Localization by Drone Base Stations. 2019 International Symposium on Networks, Computers and Communications (ISNCC) (Istanbul, Turkey, 2019), pp. 1\u20135","DOI":"10.1109\/ISNCC.2019.8909133"},{"key":"2475_CR7","doi-asserted-by":"crossref","unstructured":"S.M. Kumar, S. Sinha, Improved RSSI Based 3D Localization for Indoor Wireless Sensor Network. 2022 4th International Conference on Inventive Research in Computing Applications (ICIRCA) (Coimbatore, India, 2022), pp. 478\u2013483","DOI":"10.1109\/ICIRCA54612.2022.9985494"},{"key":"2475_CR8","doi-asserted-by":"crossref","unstructured":"T. Tonggoed, S. Panjan, Autonomous Guided Vehicles with Wi-Fi Localization for Smart Factory. 2022 7th International Conference on Robotics and Automation Engineering (ICRAE) (Singapore, 2022), pp. 70\u201374","DOI":"10.1109\/ICRAE56463.2022.10056172"},{"key":"2475_CR9","unstructured":"J. Xiong, K. Jamieson, ArrayTrack: a fine-grained indoor location system. Networked Systems Design and Implementation. USENIX Association (2013)"},{"issue":"4","key":"2475_CR10","doi-asserted-by":"publisher","first-page":"269","DOI":"10.1145\/2829988.2787487","volume":"45","author":"M Kotaru","year":"2015","unstructured":"M. Kotaru, K. Joshi, D. Bharadia et al., SpotFi: decimeter level localization using WiFi. ACM Sigcomm Comput. Commun. Rev. 45(4), 269\u2013282 (2015)","journal-title":"ACM Sigcomm Comput. Commun. Rev."},{"issue":"13","key":"2475_CR11","doi-asserted-by":"publisher","first-page":"5141","DOI":"10.1109\/JSEN.2019.2900511","volume":"19","author":"LY Zhang","year":"2019","unstructured":"L.Y. Zhang, H.Y. Wang, 3D-WiFi: 3D localization with commodity WiFi. IEEE Sens. J. 19(13), 5141\u20135152 (2019)","journal-title":"IEEE Sens. J."},{"issue":"4","key":"2475_CR12","doi-asserted-by":"publisher","first-page":"875","DOI":"10.3390\/s19040875","volume":"19","author":"XC Dang","year":"2019","unstructured":"X.C. Dang, X. Si, Z.J. Hao, Y.N. Huang, A novel passive indoor localization method by fusion CSI amplitude and phase information. Sensors 19(4), 875\u2013880 (2019)","journal-title":"Sensors"},{"key":"2475_CR13","doi-asserted-by":"crossref","unstructured":"L. Zhao, H. Wang, P. Li, J. Liu, An improved WiFi indoor localization method combining channel state information and received signal strength. 2017 36th Chinese Control Conference (CCC) (Dalian, China, 2017), pp. 8964\u20138969","DOI":"10.23919\/ChiCC.2017.8028783"},{"issue":"9","key":"2475_CR14","doi-asserted-by":"publisher","first-page":"1566","DOI":"10.1109\/TSMC.2017.2679725","volume":"48","author":"Z Wu","year":"2018","unstructured":"Z. Wu, Q. Xu, J. Li, C. Fu, Q. Xuan, Y. Xiang, Passive indoor localization based on CSI and naive Bayes classification. IEEE Trans. Syst., Man, Cybern.: Syst. 48(9), 1566\u20131577 (2018)","journal-title":"IEEE Trans. Syst., Man, Cybern.: Syst."},{"key":"2475_CR15","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1186\/s13638-019-1371-y","volume":"2019","author":"L Zhang","year":"2019","unstructured":"L. Zhang, E.J. Ding, H.U. Yanjun, Y.F. Liu, A novel CSI-based fingerprinting for localization with a single AP. Eurasip J. Wireless Commun. Netw. 2019, 51 (2019)","journal-title":"Eurasip J. Wireless Commun. Netw."},{"key":"2475_CR16","doi-asserted-by":"crossref","unstructured":"X. Shao et al., Research Progress of Personnel Positioning Technology in Coal Mine Based on UWB. 2022 IEEE 10th Joint International Information Technology and Artificial Intelligence Conference (ITAIC) (Chongqing, China, 2022), pp. 2474\u20132480","DOI":"10.1109\/ITAIC54216.2022.9836850"},{"key":"2475_CR17","doi-asserted-by":"crossref","unstructured":"H. Lv, W. Li., Q. Liu, T. Ren, Positioning Accuracy Using UWB in Coal Mine Tunnel: Analysis and Simulation. 2024 6th International Conference on Intelligent Control, Measurement and Signal Processing (ICMSP) (Xi'an, China, 2024), pp. 562\u2013565","DOI":"10.1109\/ICMSP64464.2024.10866779"},{"key":"2475_CR18","doi-asserted-by":"crossref","unstructured":"Q. Wang, J. Shuai, Y. Guo, J. Wu, High-Accuracy UWB Positioning System for Mine Tunnels: Optimization of Positioning Algorithm for Quasi-One-Dimensional Environments. 2023 5th International Conference on Frontiers Technology of Information and Computer (ICFTIC) (Qiangdao, China, 2023), pp. 146\u2013150","DOI":"10.1109\/ICFTIC59930.2023.10456295"},{"issue":"11","key":"2475_CR19","doi-asserted-by":"publisher","first-page":"11102","DOI":"10.1109\/TII.2023.3240690","volume":"19","author":"B Shin","year":"2023","unstructured":"B. Shin, J.H. Lee, C. Kim, S. Jeon, T. Lee, LTE RSSI based vehicular localization system in long tunnel environment. IEEE Trans. Ind. Inf. 19(11), 11102\u201311114 (2023)","journal-title":"IEEE Trans. Ind. Inf."},{"key":"2475_CR20","doi-asserted-by":"crossref","unstructured":"K. Ren, Z. Wang, L. Dong, F. Wang, Design and Validation of Tunnel Positioning Scheme Based on BeiDou Pseudo-Satellite System. 2024 5th International Seminar on Artificial Intelligence, Networking and Information Technology (AINIT) (Nanjing, China, 2024), pp. 10\u201315","DOI":"10.1109\/AINIT61980.2024.10581763"},{"key":"2475_CR21","doi-asserted-by":"crossref","unstructured":"M.A. Rodriguez, N. Khademi, Evaluation Study of Inertial Positioning in Road Tunnels for Cooperative ITS Applications. 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC) (Bilbao, Spain, 2023), pp. 3837\u20133844","DOI":"10.1109\/ITSC57777.2023.10422341"},{"key":"2475_CR22","doi-asserted-by":"crossref","unstructured":"Q. Sun, Z. Zhang, J. Dang, Z. Zhang, B. Zhu, L. Wu, CSI Fingerprint Positioning Algorithm Based on Data Preprocessing and SVM. 2024 5th Information Communication Technologies Conference (ICTC) (Nanjing, China, 2024), pp. 249\u2013253","DOI":"10.1109\/ICTC61510.2024.10601868"},{"key":"2475_CR23","doi-asserted-by":"crossref","unstructured":"K. Long, B. Xie, Z. Li, G. Xia, Y. Wang, A CSI Indoor Positioning Method for Massive MIMO with Reduced Sample Redundancy Based on Euclidean Distance. 2024 9th International Conference on Intelligent Computing and Signal Processing (ICSP) (Xian, China, 2024), pp. 485\u2013489","DOI":"10.1109\/ICSP62122.2024.10743281"},{"key":"2475_CR24","doi-asserted-by":"crossref","unstructured":"W. Wang, D. Marelli, M. Fu, A statistical CSI model for indoor positioning using fingerprinting. 2019 Chinese Control Conference (CCC) (Guangzhou, China, 2019), pp. 3630\u20133633","DOI":"10.23919\/ChiCC.2019.8865763"},{"key":"2475_CR25","doi-asserted-by":"crossref","unstructured":"H. Zhang, Y. Wang, CSI indoor positioning method based on soft partition of subspaces. 2021 International Symposium on Computer Technology and Information Science (ISCTIS) (Guilin, China, 2021), pp. 288\u2013293","DOI":"10.1109\/ISCTIS51085.2021.00066"},{"key":"2475_CR26","doi-asserted-by":"crossref","unstructured":"S.D. Bast, A.P. Guevara, S. Pollin, CSI-based Positioning in Massive MIMO systems using Convolutional Neural Networks. 2020 IEEE 91st Vehicular Technology Conference (VTC2020-Spring) (Antwerp, Belgium, 2020), pp. 1\u20135","DOI":"10.1109\/VTC2020-Spring48590.2020.9129126"},{"issue":"7","key":"2475_CR27","first-page":"50","volume":"2022","author":"Z Qiankun","year":"2022","unstructured":"Z. Qiankun, C. Renxiang, Z. Zhigang et al., 5G indoor positioning method based on machine learning. Designing Tech. Posts Telecommun. 2022(7), 50\u201355 (2022)","journal-title":"Designing Tech. Posts Telecommun."},{"key":"2475_CR28","unstructured":"T.Yue, Research on Wireless Channel Measurement and Modeling Methods. University of Electronic Science and Technology of China (2017)"},{"issue":"10","key":"2475_CR29","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1109\/MCOM.2017.1700082","volume":"55","author":"S Yousefi","year":"2017","unstructured":"S. Yousefi, H. Narui, S. Dayal, S. Ermon, S. Valaee, A survey on behavior recognition using WiFi channel state information. IEEE Commun. Mag. 55(10), 98\u2013104 (2017)","journal-title":"IEEE Commun. Mag."},{"issue":"7","key":"2475_CR30","doi-asserted-by":"publisher","first-page":"33256","DOI":"10.1109\/ACCESS.2019.2903487","volume":"7","author":"C Hsieh","year":"2019","unstructured":"C. Hsieh, J. Chen, B. Nien, Deep learning-based indoor localization using received signal strength and channel state information. IEEE Access 7(7), 33256\u201333267 (2019)","journal-title":"IEEE Access"},{"issue":"4","key":"2475_CR31","doi-asserted-by":"publisher","first-page":"3295","DOI":"10.1109\/TVT.2017.2780121","volume":"67","author":"JS Choi","year":"2018","unstructured":"J.S. Choi, W.H. Lee, J.H. Lee et al., Deep learning based NLOS identification with commodity WLAN devices. IEEE Trans. Veh. Technol. 67(4), 3295\u20133303 (2018)","journal-title":"IEEE Trans. Veh. Technol."}],"container-title":["EURASIP Journal on Wireless Communications and Networking"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/s13638-025-02475-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1186\/s13638-025-02475-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1186\/s13638-025-02475-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T07:00:44Z","timestamp":1749711644000},"score":1,"resource":{"primary":{"URL":"https:\/\/jwcn-eurasipjournals.springeropen.com\/articles\/10.1186\/s13638-025-02475-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,6,12]]},"references-count":31,"journal-issue":{"issue":"1","published-online":{"date-parts":[[2025,12]]}},"alternative-id":["2475"],"URL":"https:\/\/doi.org\/10.1186\/s13638-025-02475-8","relation":{"has-preprint":[{"id-type":"doi","id":"10.21203\/rs.3.rs-4440577\/v1","asserted-by":"object"}]},"ISSN":["1687-1499"],"issn-type":[{"value":"1687-1499","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,6,12]]},"assertion":[{"value":"21 May 2024","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"23 May 2025","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"12 June 2025","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"All authors do not have any financial and non-financial conflict of interest.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"Competing interests"}}],"article-number":"44"}}