{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,15]],"date-time":"2026-10-15T20:07:01Z","timestamp":1792094821607,"version":"4.4.0"},"reference-count":64,"publisher":"MDPI AG","issue":"7","license":[{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"name":"Universidad UTE"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"<jats:p>Visually impaired people face significant obstacles when navigating complex environments. However, recent technological advances have greatly improved the functionality of navigation systems tailored to their needs. The objective of this research is to evaluate the effectiveness and functionality these navigation systems through a comparative analysis of recent technologies. For this purpose, the PRISMA 2020 methodology was used to perform a systematic literature review. After identification and screening, 58 articles published between 2019 and 2024 were selected from three academic databases: Dimensions (26 articles), Web of Science (18 articles), and Scopus (14 articles). Bibliometric analysis demonstrated a growing interest of the research community in the topic, with an average of 4.552 citations per published article. Even with the technological advances that have occurred in recent times, there is still a significant gap in the support systems for people with blindness due to the lack of digital accessibility and the scarcity of adapted support systems. This situation limits the autonomy and inclusion of people with blindness, so the need to continue developing technological and social solutions to ensure equal opportunities and full participation in society is evident. This study emphasizes the great advances with the integration of sensors such as high-precision GPS, ultrasonic sensors, Bluetooth, and various assistance apps for object recognition, obstacle detection, and trajectory generation, as well as haptic systems, which provide tactile information through wearables or actuators and improve spatial awareness. Current navigation algorithms were also identified in the review with methods including obstacle detection, path planning, and trajectory prediction, applied to technologies such as ultrasonic sensors, RGB-D cameras, and LiDAR for indoor navigation, as well as stereo cameras and GPS for outdoor navigation. It was also found that AI systems employ deep learning and neural networks to optimize both navigation accuracy and energy efficiency. Finally, analysis revealed that 79% of the 58 reviewed articles included experimental validation, 87% of which were on haptic systems and 40% on smartphones. These results underscore the importance of experimentation in the development of technologies for the mobility of people with visual impairment.<\/jats:p>","DOI":"10.3390\/s25072213","type":"journal-article","created":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T07:00:45Z","timestamp":1743490845000},"page":"2213","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":34,"title":["Technological Advancements in Human Navigation for the Visually Impaired: A Systematic Review"],"prefix":"10.3390","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-9903-9508","authenticated-orcid":false,"given":"Edgar","family":"Casanova","sequence":"first","affiliation":[{"name":"Universidad UTE, Av. 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Sci."},{"key":"ref_2","doi-asserted-by":"crossref","first-page":"234","DOI":"10.1145\/3655608","article-title":"Remapping the Document Object Model using Geometric and Hierarchical Data Structures for Efficient Eye Control","volume":"8","author":"Vella","year":"2024","journal-title":"Proc. ACM Hum.-Comput. Interact."},{"key":"ref_3","doi-asserted-by":"crossref","first-page":"26222","DOI":"10.1109\/ACCESS.2024.3366808","article-title":"Using Portable Virtual Reality to Assess Mobility of Blind and Low-Vision Individuals With the Audomni Sensory Supplementation Feedback","volume":"12","author":"Jansson","year":"2024","journal-title":"IEEE Access"},{"key":"ref_4","doi-asserted-by":"crossref","unstructured":"Alejandro Beltran-Iza, E., Oswaldo Norona-Meza, C., Alfredo Robayo-Nieto, A., Padilla, O., and Toulkeridis, T. (2022). Creation of a Mobile Application for Navigation for a Potential Use of People with Visual Impairment Exercising the NTRIP Protocol. Sustainability, 14.","DOI":"10.3390\/su142417027"},{"key":"ref_5","doi-asserted-by":"crossref","unstructured":"Busaeed, S., Katib, I., Albeshri, A., Corchado, J.M., Yigitcanlar, T., and Mehmood, R. (2022). LidSonic V2.0: A LiDAR and Deep-Learning-Based Green Assistive Edge Device to Enhance Mobility for the Visually Impaired. Sensors, 22.","DOI":"10.20944\/preprints202208.0215.v1"},{"key":"ref_6","doi-asserted-by":"crossref","first-page":"102314","DOI":"10.1016\/j.artmed.2022.102314","article-title":"A comprehensive survey on gait analysis: History, parameters, approaches, pose estimation, and future work","volume":"129","author":"Sethi","year":"2022","journal-title":"Artif. Intell. Med."},{"key":"ref_7","doi-asserted-by":"crossref","first-page":"66587","DOI":"10.1109\/ACCESS.2023.3285396","article-title":"Wearable Obstacle Avoidance Electronic Travel Aids for Blind and Visually Impaired Individuals: A Systematic Review","volume":"11","author":"Xu","year":"2023","journal-title":"IEEE Access"},{"key":"ref_8","doi-asserted-by":"crossref","first-page":"1657","DOI":"10.1080\/17483107.2023.2227224","article-title":"Survey and analysis of the current status of research in the field of outdoor navigation for the blind","volume":"19","author":"Lian","year":"2024","journal-title":"Disabil. Rehabil. Assist. Technol."},{"key":"ref_9","doi-asserted-by":"crossref","first-page":"e31825","DOI":"10.1016\/j.heliyon.2024.e31825","article-title":"A comprehensive review of navigation systems for visually impaired individuals","volume":"10","author":"Abidi","year":"2024","journal-title":"Heliyon"},{"key":"ref_10","doi-asserted-by":"crossref","first-page":"82496","DOI":"10.1109\/ACCESS.2023.3291074","article-title":"A Qualitative and Quantitative Analysis of Research in Mobility Technologies for Visually Impaired People","volume":"11","author":"Madake","year":"2023","journal-title":"IEEE Access"},{"key":"ref_11","doi-asserted-by":"crossref","first-page":"162306","DOI":"10.1109\/ACCESS.2021.3132887","article-title":"A Systematic Review of Wearable Devices for Orientation and Mobility of Adults with Visual Impairment and Blindness","volume":"9","author":"Santos","year":"2021","journal-title":"IEEE Access"},{"key":"ref_12","doi-asserted-by":"crossref","first-page":"5536386","DOI":"10.1155\/2021\/5536386","article-title":"Blind Travel Prediction Based on Obstacle Avoidance in Indoor Scene","volume":"2021","author":"Lv","year":"2021","journal-title":"Wirel. Commun. Mob. Comput."},{"key":"ref_13","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1109\/TOH.2020.2996748","article-title":"Integrating Wearable Haptics and Obstacle Avoidance for the Visually Impaired in Indoor Navigation: A User-Centered Approach","volume":"14","author":"Barontini","year":"2021","journal-title":"IEEE Trans. Haptics"},{"key":"ref_14","doi-asserted-by":"crossref","unstructured":"Petsiuk, A.L., and Pearce, J.M. (2019). Low-cost open source ultrasound-sensing based navigational support for the visually impaired. Sensors, 19.","DOI":"10.20944\/preprints201907.0138.v1"},{"key":"ref_15","doi-asserted-by":"crossref","first-page":"18","DOI":"10.1016\/j.medengphy.2020.04.002","article-title":"Assistive locomotion device with haptic feedback for guiding visually impaired people","volume":"80","author":"Jimenez","year":"2020","journal-title":"Med. Eng. Phys."},{"key":"ref_16","doi-asserted-by":"crossref","first-page":"1621","DOI":"10.1109\/TNSRE.2022.3182661","article-title":"StereoPilot: A Wearable Target Location System for Blind and Visually Impaired Using Spatial Audio Rendering","volume":"30","author":"Hu","year":"2022","journal-title":"IEEE Trans. Neural Syst. Rehabil. Eng."},{"key":"ref_17","doi-asserted-by":"crossref","unstructured":"Kilian, J., Neugebauer, A., Scherffig, L., and Wahl, S. (2022). The Unfolding Space Glove: A Wearable Spatio-Visual to Haptic Sensory Substitution Device for Blind People. Sensors, 22.","DOI":"10.3390\/s22051859"},{"key":"ref_18","doi-asserted-by":"crossref","first-page":"77810","DOI":"10.1109\/ACCESS.2022.3193097","article-title":"IBGS: A Wearable Smart System to Assist Visually Challenged","volume":"10","author":"Xia","year":"2022","journal-title":"IEEE Access"},{"key":"ref_19","doi-asserted-by":"crossref","first-page":"122","DOI":"10.1109\/TCDS.2022.3146828","article-title":"Sensing and Navigation of Wearable Assistance Cognitive Systems for the Visually Impaired","volume":"15","author":"Li","year":"2023","journal-title":"IEEE Trans. Cogn. Dev. Syst."},{"key":"ref_20","doi-asserted-by":"crossref","first-page":"e01650","DOI":"10.1002\/brb3.1650","article-title":"The effectiveness of an interactive audio-tactile map for the process of cognitive mapping and recall among people with visual impairments","volume":"10","author":"Griffin","year":"2020","journal-title":"Brain Behav."},{"key":"ref_21","doi-asserted-by":"crossref","unstructured":"Theodorou, P., and Meliones, A. (2020). Towards a training framework for improved assistive mobile app acceptance and use rates by blind and visually impaired people. Educ. Sci., 10.","DOI":"10.3390\/educsci10030058"},{"key":"ref_22","doi-asserted-by":"crossref","unstructured":"Theodorou, P., Tsiligkos, K., Meliones, A., and Filios, C. (2022). An Extended Usability and UX Evaluation of a Mobile Application for the Navigation of Individuals with Blindness and Visual Impairments Outdoors\u2014An Evaluation Framework Based on Training. Sensors, 22.","DOI":"10.3390\/s22124538"},{"key":"ref_23","doi-asserted-by":"crossref","first-page":"3716","DOI":"10.35940\/ijitee.J9887.0981119","article-title":"Assistance for Visually Impaired People based on Ultrasonic Navigation","volume":"8","author":"Kamilla","year":"2019","journal-title":"Int. J. Innov. Technol. Explor. Eng."},{"key":"ref_24","doi-asserted-by":"crossref","first-page":"77","DOI":"10.24234\/se.v6i1.309","article-title":"Assistive technology for students with visual impairments","volume":"7","author":"Muradyan","year":"2023","journal-title":"Armen. J. Spec. Educ."},{"key":"ref_25","doi-asserted-by":"crossref","first-page":"1","DOI":"10.4018\/IJGHPC.2021100101","article-title":"IoT Solution for Enhancing the Quality of Life of Visually Impaired People","volume":"13","author":"Siddesh","year":"2021","journal-title":"Int. J. Grid High Perform. Comput."},{"key":"ref_26","doi-asserted-by":"crossref","unstructured":"Schwartz, B.S., King, S., and Bell, T. (2024). EchoSee: An Assistive Mobile Application for Real-Time 3D Environment Reconstruction and Sonification Supporting Enhanced Navigation for People with Vision Impairments. Bioengineering, 11.","DOI":"10.3390\/bioengineering11080831"},{"key":"ref_27","doi-asserted-by":"crossref","first-page":"239","DOI":"10.48175\/IJARSCT-3182","article-title":"Implementation of Smart Stick for Blind People","volume":"2","author":"Yerkewar","year":"2022","journal-title":"Int. J. Adv. Res. Sci. Commun. Technol."},{"key":"ref_28","doi-asserted-by":"crossref","first-page":"29612","DOI":"10.1109\/ACCESS.2022.3157876","article-title":"Network-Aware 5G Edge Computing for Object Detection: Augmenting Wearables to \u2019See\u2019 More, Farther and Faster","volume":"10","author":"Yuan","year":"2022","journal-title":"IEEE Access"},{"key":"ref_29","doi-asserted-by":"crossref","first-page":"4954","DOI":"10.22214\/ijraset.2023.54220","article-title":"Smart Blind Walking Stick","volume":"11","author":"Lakshmi","year":"2023","journal-title":"Int. J. Res. Appl. Sci. Eng. Technol."},{"key":"ref_30","doi-asserted-by":"crossref","first-page":"98","DOI":"10.6036\/9635","article-title":"Mobility of blind people using the smartphone\u2019s GPS and a wearable tactile display; [Movilidad para invidentes utilizando el GPS del tel\u00e9fono inteligente y un dispositivo t\u00e1ctil vestible]","volume":"96","author":"Pissaloux","year":"2021","journal-title":"Dyna"},{"key":"ref_31","doi-asserted-by":"crossref","first-page":"535","DOI":"10.48175\/IJARSCT-3598","article-title":"Smart Blind Stick Using IoT","volume":"2","author":"Jeevitha","year":"2022","journal-title":"Int. J. Adv. Res. Sci. Commun. Technol."},{"key":"ref_32","doi-asserted-by":"crossref","first-page":"108425","DOI":"10.1016\/j.nanoen.2023.108425","article-title":"Programmable tactile feedback system for blindness assistance based on triboelectric nanogenerator and self-excited electrostatic actuator","volume":"111","author":"Luo","year":"2023","journal-title":"Nano Energy"},{"key":"ref_33","first-page":"11","article-title":"A white cane modified with ultrasonic detectors for people with visual impairment","volume":"55","author":"Chinchai","year":"2022","journal-title":"J. Assoc. Med Sci."},{"key":"ref_34","doi-asserted-by":"crossref","first-page":"655","DOI":"10.1109\/TOH.2022.3209350","article-title":"Hand-Held Haptic Navigation Devices for Actual Walking","volume":"15","author":"Kappers","year":"2022","journal-title":"IEEE Trans. Haptics"},{"key":"ref_35","doi-asserted-by":"crossref","first-page":"25","DOI":"10.46501\/IJMTST1002004","article-title":"Navigating the Unseen: Ultrasonic Technology for Blind Navigation","volume":"10","author":"Pati","year":"2024","journal-title":"Int. J. Mod. Trends Sci. Technol."},{"key":"ref_36","first-page":"1","article-title":"Smart Glasses for Blind People","volume":"6","author":"Rehan","year":"2022","journal-title":"Int. J. Sci. Res. Eng. Manag."},{"key":"ref_37","first-page":"47","article-title":"Development of Navigation System for Blind People based on Light Detection and Ranging Technology(LiDAR)","volume":"8","author":"Felix","year":"2022","journal-title":"Int. J. Adv. Sci. Res. Eng."},{"key":"ref_38","doi-asserted-by":"crossref","first-page":"3309","DOI":"10.22214\/ijraset.2021.35602","article-title":"Smart Glove for Blind","volume":"9","author":"Gayathri","year":"2021","journal-title":"Int. J. Res. Appl. Sci. Eng. Technol."},{"key":"ref_39","doi-asserted-by":"crossref","first-page":"223","DOI":"10.1016\/j.aej.2022.06.060","article-title":"Smart real time wearable navigation support system for BVIP","volume":"62","author":"Bouteraa","year":"2023","journal-title":"Alex. Eng. J."},{"key":"ref_40","first-page":"e136038","article-title":"Thermal navigation for blind people","volume":"69","author":"Marzec","year":"2021","journal-title":"Bull. Pol. Acad. Sci. Tech. Sci."},{"key":"ref_41","doi-asserted-by":"crossref","first-page":"112636","DOI":"10.1016\/j.measurement.2023.112636","article-title":"Sonar glass\u2014Artificial vision: Comprehensive design aspects of a synchronization protocol for vision based sensors","volume":"211","author":"Balakrishnan","year":"2023","journal-title":"Meas. J. Int. Meas. Confed."},{"key":"ref_42","doi-asserted-by":"crossref","first-page":"119","DOI":"10.48175\/IJARSCT-8568","article-title":"Design and Analysis of Smart Shoe","volume":"3","author":"Ranjan","year":"2023","journal-title":"Int. J. Adv. Res. Sci. Commun. Technol."},{"key":"ref_43","doi-asserted-by":"crossref","unstructured":"Tarik, H., Hassan, S., Naqvi, R.A., Rubab, S., Tariq, U., Hamdi, M., Elmannai, H., Kim, Y.J., and Cha, J.H. (2023). Empowering and conquering infirmity of visually impaired using AI-technology equipped with object detection and real-time voice feedback system in healthcare application. Caai Trans. Intell. Technol., 1\u201314.","DOI":"10.1049\/cit2.12243"},{"key":"ref_44","doi-asserted-by":"crossref","first-page":"199","DOI":"10.29207\/resti.v8i2.5529","article-title":"Enhanced Yolov8 with OpenCV for Blind-Friendly Object Detection and Distance Estimation","volume":"8","author":"Syahrudin","year":"2024","journal-title":"J. RESTI (Rekayasa Sist. Dan Teknol. Informasi)"},{"key":"ref_45","doi-asserted-by":"crossref","first-page":"334","DOI":"10.33003\/fjs-2021-0502-623","article-title":"Design, Construction and Testing of a Smart Static and Dynamic Obstacle Walking Stick With Emf Detector for the Blinds Using Mcu and Controlling Software","volume":"5","author":"Adamu","year":"2021","journal-title":"Fudma J. Sci."},{"key":"ref_46","doi-asserted-by":"crossref","unstructured":"Brandebusemeyer, C., Luther, A.R., K\u00f6nig, S.U., K\u00f6nig, P., and K\u00e4rcher, S.M. (2021). Impact of a vibrotactile belt on emotionally challenging everyday situations of the blind. Sensors, 21.","DOI":"10.3390\/s21217384"},{"key":"ref_47","doi-asserted-by":"crossref","unstructured":"Gill, S., and Pawluk, D.T.V. (2022). Design of a \u201cCobot Tactile Display\u201d for Accessing Virtual Diagrams by Blind and Visually Impaired Users. Sensors, 22.","DOI":"10.3390\/s22124468"},{"key":"ref_48","doi-asserted-by":"crossref","first-page":"101071","DOI":"10.1109\/ACCESS.2022.3208128","article-title":"Pedestrian Lane Detection for Assistive Navigation of Vision-Impaired People: Survey and Experimental Evaluation","volume":"10","author":"Lei","year":"2022","journal-title":"IEEE Access"},{"key":"ref_49","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1080\/03091902.2021.1988167","article-title":"VISTATM: Visual Impairment Subtle Touch AidTM\u2013a range detection and feedback system for sightless navigation","volume":"46","author":"Ramadan","year":"2022","journal-title":"J. Med. Eng. Technol."},{"key":"ref_50","first-page":"85","article-title":"Technologies supporting independent moving inside buildings for people with visual impairment","volume":"1","author":"Pilski","year":"2021","journal-title":"Stud. Inform."},{"key":"ref_51","first-page":"173","article-title":"Bli-Fi: Li-Fi-Based Home Navigation for Blind","volume":"14","author":"Siddhi","year":"2024","journal-title":"Int. J. Sens. Wirel. Commun. Control"},{"key":"ref_52","doi-asserted-by":"crossref","unstructured":"Wakhare, P., Tavar, H., Jagtap, P., Rane, M., and Waghmare, H. (2022). Elder Assist\u2014An IoT Based Fall Detection System. Int. J. Adv. Res. Sci. Commun. Technol., 558\u2013563.","DOI":"10.48175\/IJARSCT-3815"},{"key":"ref_53","doi-asserted-by":"crossref","unstructured":"Bakouri, M., Alyami, N., Alassaf, A., Waly, M., Alqahtani, T., AlMohimeed, I., Alqahtani, A., Samsuzzaman, M., Ismail, H.F., and Alharbi, Y. (2023). Sound-Based Localization Using LSTM Networks for Visually Impaired Navigation. Sensors, 23.","DOI":"10.3390\/s23084033"},{"key":"ref_54","doi-asserted-by":"crossref","first-page":"100181","DOI":"10.1016\/j.sintl.2022.100181","article-title":"Design and implementation of a solar powered navigation technology for the visually impaired","volume":"3","author":"Apprey","year":"2022","journal-title":"Sens. Int."},{"key":"ref_55","first-page":"1","article-title":"Trinal Optics for Blind People Using Smart Object Recognition for Navigation Through Voice Assistant","volume":"8","author":"Patil","year":"2024","journal-title":"Int. J. Sci. Res. Eng. Manag."},{"key":"ref_56","doi-asserted-by":"crossref","first-page":"130165","DOI":"10.1109\/ACCESS.2024.3454571","article-title":"SLAM for Visually Impaired People: A Survey","volume":"12","author":"Bamdad","year":"2024","journal-title":"IEEE Access"},{"key":"ref_57","first-page":"143","article-title":"Smart Gloves used for Blind Visually Impaired using Wearable Technology","volume":"8","author":"Karthik","year":"2021","journal-title":"Eng. Sci. Int. J."},{"key":"ref_58","first-page":"1","article-title":"A Review on Voice Navigation System for the Visually Impaired","volume":"8","author":"Mohan","year":"2024","journal-title":"Int. J. Sci. Res. Eng. Manag."},{"key":"ref_59","doi-asserted-by":"crossref","unstructured":"Scalvini, F., Bordeau, C., Ambard, M., Migniot, C., and Dubois, J. (2024). Outdoor Navigation Assistive System Based on Robust and Real-Time Visual\u2014Auditory Substitution Approach. Sensors, 24.","DOI":"10.3390\/s24010166"},{"key":"ref_60","first-page":"12","article-title":"Navigation Tool for Visually Impaired Hurdle Recognition using Image Processing and IoT","volume":"1","author":"Mohan","year":"2023","journal-title":"J. IoT Mach. Learn."},{"key":"ref_61","first-page":"100952","article-title":"A novel framework to redefine societal disability as technologically-enabled ability: A case of multi-disciplinary innovations for safe autonomous spatial navigation for persons with visual impairment","volume":"22","author":"Pedzisai","year":"2023","journal-title":"Transp. Res. Interdiscip. Perspect."},{"key":"ref_62","doi-asserted-by":"crossref","unstructured":"Bleau, M., Par\u00e9, S., Djerourou, I., Chebat, D.R., Kupers, R., and Ptito, M. (2021). Blindness and the reliability of downwards sensors to avoid obstacles: A study with the eyecane. Sensors, 21.","DOI":"10.3390\/s21082700"},{"key":"ref_63","doi-asserted-by":"crossref","first-page":"163","DOI":"10.54254\/2753-8818\/5\/20230369","article-title":"Research Advanced in Blind Navigation based on YOLO-SLAM","volume":"5","author":"Chen","year":"2023","journal-title":"Theor. Nat. Sci."},{"key":"ref_64","doi-asserted-by":"crossref","unstructured":"Hong, B., Guo, Y., Chen, M., Nie, Y., Feng, C., and Li, F. (2024). Collaborative route map and navigation of the guide dog robot based on optimum energy consumption. AI Soc., 1\u20137.","DOI":"10.1007\/s00146-024-01879-2"}],"container-title":["Sensors"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/www.mdpi.com\/1424-8220\/25\/7\/2213\/pdf","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,10,9]],"date-time":"2025-10-09T17:07:51Z","timestamp":1760029671000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.mdpi.com\/1424-8220\/25\/7\/2213"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4,1]]},"references-count":64,"journal-issue":{"issue":"7","published-online":{"date-parts":[[2025,4]]}},"alternative-id":["s25072213"],"URL":"https:\/\/doi.org\/10.3390\/s25072213","relation":{},"ISSN":["1424-8220"],"issn-type":[{"value":"1424-8220","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,4,1]]}}}