{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,26]],"date-time":"2026-08-26T15:36:41Z","timestamp":1787758601833,"version":"build-2784847793"},"reference-count":44,"publisher":"MDPI AG","issue":"5","license":[{"start":{"date-parts":[[2024,3,6]],"date-time":"2024-03-06T00:00:00Z","timestamp":1709683200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Canada Foundation for Innovation","award":["40115"],"award-info":[{"award-number":["40115"]}]},{"name":"Minist\u00e8re de l\u2019\u00c9conomie, de l\u2019Innovation et de l\u2019\u00c9nergie","award":["40115"],"award-info":[{"award-number":["40115"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"<jats:p>In today\u2019s competitive landscape, manufacturing companies must embrace digital transformation. This study asserts that integrating Internet of Things (IoT) technologies for the deployment of real-time location systems (RTLS) is crucial for better monitoring of critical assets. Despite the challenge of selecting the right technology for specific needs from a wide range of indoor RTLS options, this study provides a solution to assist manufacturing companies in exploring and implementing IoT technologies for their RTLS needs. The current academic literature has not adequately addressed this industrial reality. This paper assesses the potential of Passive UHF RFID-RTLS in Industry 5.0, addressing the confusion caused by the emergence of new \u2019passive\u2019 RFID solutions that compete with established \u2019active\u2019 solutions. Our research aims to clarify the real-world performance of passive RTLS solutions and propose an updated classification of RTLS systems in the academic literature. We have thoroughly reviewed both the academic and industry literature to remain up to date with the latest market advancements. Passive UHF RFID has been proven to be a valuable addition to the RTLS domain, capable of addressing certain challenges. This has been demonstrated through the successful implementation in two industrial sites, each with different types of tagged objects.<\/jats:p>","DOI":"10.3390\/s24051711","type":"journal-article","created":{"date-parts":[[2024,3,7]],"date-time":"2024-03-07T04:19:02Z","timestamp":1709785142000},"page":"1711","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":23,"title":["The Rise of Passive RFID RTLS Solutions in Industry 5.0"],"prefix":"10.3390","volume":"24","author":[{"given":"Ygal","family":"Bendavid","sequence":"first","affiliation":[{"name":"Department of Analytics Operations and Technology, School of Management, Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al (UQAM), Montreal, QC H2X 3X2, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0183-5993","authenticated-orcid":false,"given":"Samad","family":"Rostampour","sequence":"additional","affiliation":[{"name":"Department of Computer Science, Vanier College, Montreal, QC H4L 3X9, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yacine","family":"Berrabah","sequence":"additional","affiliation":[{"name":"Department of Analytics Operations and Technology, School of Management, Universit\u00e9 du Qu\u00e9bec \u00e0 Montr\u00e9al (UQAM), Montreal, QC H2X 3X2, Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6818-5342","authenticated-orcid":false,"given":"Nasour","family":"Bagheri","sequence":"additional","affiliation":[{"name":"CPS<sup>2<\/sup> Lab, Electrical Engineering Department, Shahid Rajaee Teacher Training University, Tehran 16788-15811, Iran"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1897-0828","authenticated-orcid":false,"given":"Masoumeh","family":"Safkhani","sequence":"additional","affiliation":[{"name":"Computer Engineering Department, Shahid Rajaee Teacher Training University (SRTTU), Tehran 16788-15811, Iran"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"1968","published-online":{"date-parts":[[2024,3,6]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"279","DOI":"10.1016\/j.jmsy.2022.09.017","article-title":"Industry 5.0: Prospect and retrospect","volume":"65","author":"Leng","year":"2022","journal-title":"J. Manuf. Syst."},{"key":"ref_2","unstructured":"Schaeffer, E. (2017). Industry X.0: Realizing Digital Value in Industrial Sectors, Kogan Page."},{"key":"ref_3","first-page":"59","article-title":"B\u00e9n\u00e9fices et risques de l\u2019IdO: Que pouvons-nous en apprendre \u00e0 propos du changement du Business Model?","volume":"25","author":"Affogbolo","year":"2020","journal-title":"Syst. D\u2019inf. Manag."},{"key":"ref_4","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.jmsy.2022.02.002","article-title":"Extending the lean value stream mapping to the context of Industry 4.0: An agent-based technology approach","volume":"63","author":"Armellini","year":"2022","journal-title":"J. Manuf. Syst."},{"key":"ref_5","unstructured":"Utterback, J.M. (1996). Mastering the Dynamics of Innovation, Harvard Business Review Press."},{"key":"ref_6","first-page":"2505","article-title":"IoT research in supply chain management and logistics: A bibliometric analysis using vosviewer software","volume":"56","author":"Katoch","year":"2022","journal-title":"Mater. Today: Proc."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"1582","DOI":"10.1016\/j.procs.2022.01.359","article-title":"The evolution of RFID technology in the logistics field: A review","volume":"200","author":"Casella","year":"2022","journal-title":"Procedia Comput. Sci."},{"key":"ref_8","unstructured":"Garms, F., Jansen, C., Schmitz, C., Hallerstede, S., and Tschiesner, A. (2024, January 02). Industry 4.0 Capturing Value at Scale in Discrete Manufacturing. Available online: https:\/\/rb.gy\/6styig."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"408","DOI":"10.1016\/j.psep.2018.05.009","article-title":"Sustainable Industry 4.0 framework: A systematic literature review identifying the current trends and future perspectives","volume":"117","author":"Kamble","year":"2018","journal-title":"Process Saf. Environ. Prot."},{"key":"ref_10","unstructured":"(2023, April 27). Industry 5.0\u2014Towards a Sustainable, Human-Centric and Resilient European Industry. Available online: https:\/\/research-and-innovation.ec.europa.eu\/news\/all-research-and-innovation-news\/industry-50-towards-more-sustainable-resilient-and-human-centric-industry-2021-01-07_en."},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"109426","DOI":"10.1016\/j.cie.2023.109426","article-title":"Industry 5.0 and its technologies: A systematic literature review upon the human place into IoT- and CPS-based industrial systems","volume":"184","author":"Valette","year":"2023","journal-title":"Comput. Ind. Eng."},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"160","DOI":"10.1016\/j.jmsy.2023.07.008","article-title":"Current development on the Operator 4.0 and transition towards the Operator 5.0: A systematic literature review in light of Industry 5.0","volume":"70","author":"Gladysz","year":"2023","journal-title":"J. Manuf. Syst."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"49","DOI":"10.3917\/maorg.045.0049","article-title":"Design et d\u00e9veloppement d\u2019un prototype de magasin connect\u00e9 pour les petites entreprise","volume":"45","author":"Bendavid","year":"2022","journal-title":"March\u00e9 Organ."},{"key":"ref_14","doi-asserted-by":"crossref","first-page":"106868","DOI":"10.1016\/j.cie.2020.106868","article-title":"Simulation in industry 4.0: A state-of-the-art review","volume":"149","author":"Armellini","year":"2020","journal-title":"Comput. Ind. Eng."},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"107174","DOI":"10.1016\/j.cie.2021.107174","article-title":"The evolution of the Internet of Things (IoT) over the past 20 years","volume":"155","author":"Wang","year":"2021","journal-title":"Comput. Ind. Eng."},{"key":"ref_16","unstructured":"Behrendt, A., de Boer, E., Kasah, T., Koerber, B., Mohr, N., and Richter, G. (2023, December 18). A Manufacturer\u2019s Guide to Scaling Industrial IoT. Available online: https:\/\/www.mckinsey.com\/capabilities\/mckinsey-digital\/our-insights\/a-manufacturers-guide-to-generating-value-at-scale-with-industrial-iot."},{"key":"ref_17","first-page":"100196","article-title":"Digital twin to improve the virtual-real integration of industrial IoT","volume":"22","author":"Jiang","year":"2021","journal-title":"J. Ind. Inf. Integr."},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"346","DOI":"10.1016\/j.jmsy.2020.06.017","article-title":"Review of digital twin about concepts, technologies, and industrial applications","volume":"58","author":"Liu","year":"2021","journal-title":"J. Manuf. Syst."},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"60","DOI":"10.1016\/j.procir.2020.05.011","article-title":"Indoor positioning of metal parts by fingerprinting using passive RFID","volume":"88","author":"Ghadge","year":"2020","journal-title":"Procedia CIRP"},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"6363","DOI":"10.1109\/ACCESS.2022.3140475","article-title":"Systematic mapping study on RFID Technology","volume":"10","author":"Haibi","year":"2022","journal-title":"IEEE Access"},{"key":"ref_21","doi-asserted-by":"crossref","unstructured":"Newman-Casey, P.A., Musser, J., Niziol, L.M., Shedden, K., Burke, D., and Cohn, A. (2020). Designing and validating a low-cost real time locating system to continuously assess patient wait times. J. Biomed. Inform., 106.","DOI":"10.1016\/j.jbi.2020.103428"},{"key":"ref_22","doi-asserted-by":"crossref","first-page":"100608","DOI":"10.1016\/j.iot.2022.100608","article-title":"A Survey of Indoor Location Technologies, Techniques and Applications in Industry","volume":"20","author":"Hayward","year":"2022","journal-title":"Internet Things"},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"7680","DOI":"10.1109\/JIOT.2022.3149048","article-title":"A Survey on Indoor Positioning Systems for IoT-Based Applications","volume":"9","author":"Farahsari","year":"2022","journal-title":"IEEE Internet Things J."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"2568","DOI":"10.1109\/COMST.2019.2911558","article-title":"A Survey of Indoor Localization Systems and Technologies","volume":"21","author":"Zafari","year":"2019","journal-title":"IEEE Commun. Surv. Tutor."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"107541","DOI":"10.1016\/j.ijpe.2019.107541","article-title":"Introduction of a real time location system to enhance the warehouse safety and operational efficiency","volume":"224","author":"Halawa","year":"2020","journal-title":"Int. J. Prod. Econ."},{"key":"ref_26","doi-asserted-by":"crossref","first-page":"1138","DOI":"10.1016\/j.promfg.2020.10.160","article-title":"Comparative Study of Seamless Asset Location and Tracking Technologies","volume":"51","author":"Ahmed","year":"2020","journal-title":"Procedia Manuf."},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"109041","DOI":"10.1016\/j.comnet.2022.109041","article-title":"A Comprehensive Review of Indoor\/Outdoor Localization Solutions in IoT era: Research Challenges and Future Perspectives","volume":"212","author":"Asaad","year":"2022","journal-title":"Comput. Netw."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"671","DOI":"10.1016\/j.procir.2021.11.113","article-title":"Real-time locating systems (RTLS) in future factories: Technology review, morphology and application potentials","volume":"104","author":"Thiede","year":"2021","journal-title":"Procedia CIRP"},{"key":"ref_29","doi-asserted-by":"crossref","unstructured":"Dai, J., Wang, M., Wu, B., Shen, J., and Wang, X. (2023). A Survey of Latest Wi-Fi Assisted Indoor Positioning on Different Principles. Sensors, 23.","DOI":"10.3390\/s23187961"},{"key":"ref_30","doi-asserted-by":"crossref","unstructured":"Ramirez, R., Huang, C.Y., Liao, C.A., Lin, P.T., Lin, H.W., and Liang, S.H. (2021). A practice of BLE RSSI measurement for indoor positioning. Sensors, 21.","DOI":"10.3390\/s21155181"},{"key":"ref_31","doi-asserted-by":"crossref","unstructured":"Che, F., Ahmed, Q.Z., Lazaridis, P.I., Sureephong, P., and Alade, T. (2023). Indoor Positioning System (IPS) Using Ultra-Wide Bandwidth (UWB)\u2014For Industrial Internet of Things (IIoT). Sensors, 23.","DOI":"10.3390\/s23125710"},{"key":"ref_32","doi-asserted-by":"crossref","unstructured":"Rahman, A.M., Li, T., and Wang, Y. (2020). Recent advances in indoor localization via visible lights: A survey. Sensors, 20.","DOI":"10.3390\/s20051382"},{"key":"ref_33","unstructured":"Zimmerman, T., and Zimmermann, A. (2023, April 27). Gartner Report, Magic Quadrant for Indoor Location Services. Available online: https:\/\/www.gartner.com\/en\/documents\/4102199."},{"key":"ref_34","unstructured":"Zimmerman, T., and Zimmermann, A. (2023, April 27). Gartner Report, Magic Quadrant for Indoor Location Services. Available online: https:\/\/ubisense.com\/gartner-mq-2022\/."},{"key":"ref_35","unstructured":"Swedberg, C. (2024, January 12). Impinj Announces Commercial Availability of Its xArray UHF Reader. Available online: hhttps:\/\/www.rfidjournal.com\/impinj-announces-commercial-availability-of-its-xarray-uhf-reader."},{"key":"ref_36","unstructured":"Swedberg, C. (2024, January 12). RTLS Reader from RF Controls Features Steerable Array Antenna. Available online: https:\/\/www.rfidjournal.com\/rtls-reader-from-rf-controls-features-steerable-array-antenna."},{"key":"ref_37","unstructured":"Swedberg, C. (2024, January 12). Pilot Aims to Prove Passive RTLS Success for Manufacturing Site. Available online: https:\/\/www.rf-controls.com\/wp-content\/uploads\/2022\/09\/rfid-journal-article-09062019.pdf."},{"key":"ref_38","unstructured":"Swedberg, C. (2024, January 12). Tego Offers IoT Systems with RF Controls\u2019 Passive RTLS. Available online: https:\/\/rf-controls.com\/wp-content\/uploads\/2022\/10\/10102022-Tego-Offers-IOT-Systems-with-RF-Controls.pdf."},{"key":"ref_39","unstructured":"Swedberg, C. (2024, January 14). Distance Encoder Automates RFID Tag Writing. Available online: https:\/\/rf-controls.com\/distance-encoder-automates-rfid-tag-writing\/."},{"key":"ref_40","unstructured":"Swedberg, C. (2024, January 14). New Zebra Reader Promises Real-Time RFID Data Capture. Available online: https:\/\/rainrfid.org\/new-zebra-reader-promises-real-time-rfid-data-capture\/."},{"key":"ref_41","unstructured":"Swedberg, C. (2024, January 14). Crossdock Solution to Provide Real-Time Location via UHF RFID. Available online: https:\/\/www.rfidjournal.com\/crossdock-solution-to-provide-real-time-location-via-uhf-rfid."},{"key":"ref_42","unstructured":"Mennekens, J. (2024, January 17). Energy Harvesting Explained. Available online: https:\/\/uwinloc.com\/wp-content\/uploads\/2022\/04\/article-2_jan.pdf."},{"key":"ref_43","doi-asserted-by":"crossref","first-page":"437","DOI":"10.1016\/j.jmsy.2023.12.001","article-title":"IIoT System Canvas \u2014 From architecture patterns towards an IIoT development framework","volume":"72","author":"May","year":"2024","journal-title":"J. Manuf. Syst."},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"45","DOI":"10.2753\/MIS0742-1222240302","article-title":"A Design Science Research Methodology for Information Systems Research","volume":"24","author":"Peffers","year":"2007","journal-title":"J. Manage. Inf. 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