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Назва: From science fiction to smart reality: a technology foresight review of smartdust evolution through the lens of Hamilton’s Great North Road
Автори: Semerikov, Serhiy O.
Vakaliuk, Tetiana A.
Mintii, Iryna S.
Bondarenko, Olha V.
Kanevska, Olga B.
Ключові слова: Smartdust
Edge computing
Urban surveillance
Science fiction
Technology forecasting
Smart cities
Дата публікації: 2-кві-2026
Видавництво: Springer
Бібліографічний опис: From science fiction to smart reality: a technology foresight review of smartdust evolution through the lens of Hamilton’s Great North Road / Serhiy O. Semerikov, Tetiana A. Vakaliuk, Iryna S. Mintii, Olha V. Bondarenko, Olga B. Kanevska // European Journal of Futures Research. – 2026. – Vol. 14. – Iss. 1. – Article 4. – DOI : https://www.doi.org/10.1186/s40309-026-00266-y
Короткий огляд (реферат): The convergence of science fiction imagination and technological reality offers unique insights for urban technology planning and policy development. This technology foresight review examines the evolution of smartdust technology from its conceptual origins in hard science fiction to current research trajectories, using Peter F. Hamilton’s Great North Road as a focal analytical framework. While the concept of autonomous micro-scale machines in fiction traces back at least to Stanisław Lem’s The Invincible (Lem, The Invincible. A Continuum Book, 1964), Hamilton’s detailed treatment provides the most comprehensive framework for analyzing contemporary smartdust trajectories. Through systematic analysis of publications spanning smartdust research, edge computing, urban surveillance, and science fiction studies, we trace the technological pathways between fictional speculation and emerging reality. Our analysis reveals that while current smartdust prototypes operate at millimeter scale with limited autonomous capabilities, the convergence of edge computing, energy harvesting advances, and distributed artificial intelligence suggests achievable progression toward micron-scale, intelligent sensor networks within 30–50 years, though such projections remain contingent on breakthroughs and investments that are far from guaranteed. However, technical challenges in miniaturization and energy autonomy pale compared to the social, ethical, and governance barriers that fiction often glosses over. This review contributes a systematic methodological framework for extracting actionable technology insights from hard science fiction and demonstrates how speculative narratives can inform evidence-based urban planning while highlighting the critical importance of addressing privacy, behavioral autonomy, and democratic governance concerns proactively rather than reactively.
Опис: Ali J (2025) Integration of smart cities technologies for future urban development planning. Nat Res Forum 49(4):3637–3653. https://doi.org/10.1111/1477-8947.12541. Bangotra DK, Singh Y, Selwal A (2018) Machine Learning in Wireless Sensor Networks: Challenges and Opportunities. In: PDGC 2018–2018 5th International Conference on Parallel, Distributed and Grid Computing. pp 534–539. https://doi.org/10.1109/PDGC.2018.8745845. Bittencourt JCN, Costa DG, Portugal P et al (2024) Smart Cities for Equitable Societies: Promoting Digital Equality, Trust, and Ethical Governance. In: 2024 IEEE Smart Cities Futures Summit. pp 37–40. https://doi.org/10.1109/SCFC62024.2024.10698207. Butun I, Österberg P, Song H (2020) Security of the Internet of Things: Vulnerabilities, Attacks, and Countermeasures. IEEE Commun Surv Tutorials 22(1):616–644. https://doi.org/10.1109/COMST.2019.2953364. Cherepanov A, Tyshchenko I, Popova M et al (2017) Building Energy Efficient Wireless Sensor Networks. Int J Electron Telecommun 63(1):45–49. https://doi.org/10.1515/eletel-2017-0007. Clarke AC (1945) Extra-Terrestrial Relays: Can Rocket Stations Give World-wide Radio Coverage? Wireless World L I(10), 305–308. https://www.electronicsworld.co.uk/wp-content/uploads/2019/03/2009ewWW.pdf. Accessed: 27 Feb 2026. Darbari M, Chandrab N, Yagyasenc D et al (2025) A exhaustive review on advancements and challenges in low power wireless sensor networks. In: Tiwari A, Darbari M (eds) Emerging Trends in Computer Science and Its Application. CRC Press LLC, pp 246–249. https://doi.org/10.1201/9781003606635-39. Defense Advanced Research Projects Agency (2026) Microsystems Technology Office. https://www.darpa.mil/about/offices/mto. Accessed: 27 Feb 2026. de Montjoye YA, Hidalgo CA, Verleysen M et al (2013) Unique in the Crowd: The privacy bounds of human mobility. Sci Rep 3(1):1376. https://doi.org/10.1038/srep01376. Dominguez H, Mowry J, Perez E et al (2019) Privacy and information protection for a new generation of city services. In: Proceedings of the 2nd ACM/EIGSCC Symposium on Smart Cities and Communities, SCC ’19. Association for Computing Machinery, New York, p 5. https://doi.org/10.1145/3357492.3358628. Fan WQ, Ismail AS, Mohammed F et al (2025) AI-Driven Smart City Security and Surveillance System: A Bibliometric Analysis. In: Al-Sharafi MA, Al-Emran M, Mahmoud MA et al. (eds) Current and Future Trends on AI Applications: Volume 1. Springer Nature Switzerland, Cham, pp 305–328. https://doi.org/10.1007/978-3-031-75091-5_17. Gentile M (2024) Where are the flying cars? Analysis of the Role of Science Fiction Narratives in Building Experiential Futures [Dove sono le auto volanti? Analisi del ruolo della fantascienza nella costruzione di futuri esperienziali]. Lexia 2024(43–44):61–74. https://doi.org/10.53136/97912218141874. Gibson W (1982) Burning Chrome. Omni (July):72–77. https://archive.org/details/omni-archive/OMNI_1982_07/page/n3/mode/2up. Accessed: 27 Feb 2026. Grgic K, Zagar D, Krizanovic Cik V (2016) System for Malicious Node Detection in IPv6-Based Wireless Sensor Networks. J Sens 1:6206353. https://doi.org/10.1155/2016/6206353. Hamami L, Nassereddine B (2019) A Study of the Main Factors Affecting Wireless Sensor Networks. In: Proceedings of the 3rd International Conference on I-SMAC IoT in Social, Mobile, Analytics and Cloud. pp 211–215. https://doi.org/10.1109/I-SMAC47947.2019.9032556. Hamilton PF (2012) Great North Road. Macmillan; London. Hryshchuk O, Zagorodnyuk S (2025) Managing energy consumption in FPGA-based edge computing systems with soft-core CPUs. J Edge Comput 4(1):57–72. https://doi.org/10.55056/jec.717. Hsu VS, Kahn JM, Pister KSJ (1998) Wireless Communications for Smart Dust. Electronics Research Laboratory Technical Memorandum Number M98/2. University of California, Berkeley. https://web.archive.org/web/20000817114849/http://robotics.eecs.berkeley.edu/~pister/publications/1998/smartdust_comm_memo.pdf Jan MA, Zhang W, Usman M et al (2019) SmartEdge: An end-to-end encryption framework for an edge-enabled smart city application. J Netw Comput Appl 137:1–10. https://doi.org/10.1016/j.jnca.2019.02.023. Jin L, Rolland N (2020) A 0.5 nJ/b 60 GHz ultra wideband transmitter for short range wireless sensor network applications. Microw Opt Technol Lett 62(6):2281–2288. https://doi.org/10.1002/mop.32327. Jin Y, Wang Y (2025) Reassessing smart city development and personal data protection: A regulatory framework. Int Rev Econ Finance 99:104022. https://doi.org/10.1016/j.iref.2025.104022. Jordan P, Mubin O, Silva PA (2016) A Conceptual Research Agenda and Quantification Framework for the Relationship Between Science-Fiction Media and Human-Computer Interaction. In: Stephanidis C (ed) HCI International 2016 - Posters’ Extended Abstracts. Springer International Publishing, Cham, pp 52–57. https://doi.org/10.1007/978-3-319-40548-3_9. Kim JW, Takao H, Sawada K et al (2006) Evaluation of monolithically integrated antennas and RF transmitters for silicon smart micro sensors with wireless-communication ability. In: Proceedings of IEEE Sensors. pp 34–36. https://doi.org/10.1109/ICSENS.2007.355711. Kitchin R (2014) The Data Revolution: Big Data, Open Data, Data Infrastructures & Their Consequences. SAGE Publications. https://doi.org/10.4135/9781473909472. https://se.moevm.info/lib/exe/fetch.php/courses:smart_data:the_data_revolution_big_data_open_data_data_infrastructures_and_their_consequences_by_rob_kitchin_z-lib.org_.pdf Krings K, Bohn NS, Hille NAL et al (2023) “What if everyone is able to program?” – Exploring the Role of Software Development in Science Fiction. In: Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, CHI ’23. Association for Computing Machinery, New York, p 597. https://doi.org/10.1145/3544548.3581436 Lem S (1973) The Invincible. A Continuum Book, New York, 1964. Original Polish: Niezwyciężony. http://www.e-lemental.org/pdf/Stanislaw%20Lem%20-%20The%20Invincible.pdf. Accessed: 27 Feb 2026. Lohr M (2008) Conversations in deep time: The Greg Bear interview. Strange Horizons. https://strangehorizons.com/wordpress/non-fiction/articles/conversations-in-deep-time-the-greg-bear-interview/. Accessed: 27 Feb 2026. Ma DX, Ma J, Xu PM et al (2014) Solar-Powered Wireless Sensor Network’s Energy Gathering Technology. In: Applied Mechanics and Materials II, Applied Mechanics and Materials, vol 477. Trans Tech Publications Ltd, pp 396–399. https://doi.org/10.4028/www.scientific.net/AMM.477-478.396 Mahapatra RK, Kaliyath Y, Shet NSV et al (2024) A survey on wireless sensor network (applications and architecture). Int J Commun Netw Distrib Syst 30(2):136–201. https://doi.org/10.1504/IJCNDS.2024.137085 Malekos Smith ZL (2023) Human microchip implants take center stage. Global Policy J. https://www.globalpolicyjournal.com/blog/30/01/2023/human-microchip-implants-take-center-stage. Accessed: 27 Feb 2026. Michaud T (2017) Science fiction and innovation. Futuribles Anal Prospective 2017-January(416):55–66. https://doi.org/10.3917/futur.416.0055. Milne GR, Kaplan B, Walker KL et al (2021) Connecting with the future: The role of science fiction movies in helping consumers understand privacy-technology trade-offs. J Consum Aff 55(3):737–762. https://doi.org/10.1111/joca.12366. Mora L, Deakin M, Reid A (2019) Strategic principles for smart city development: A multiple case study analysis of European best practices. Technol Forecast Soc Chang 142:70–97. Understanding Smart Cities: Innovation ecosystems, technological advancements, and societal challenges. https://doi.org/10.1016/j.techfore.2018.07.035. Nagaraj S, Muthiyan B, Ravi S et al. (2018) Edge-based street object detection. In: 2017 IEEE SmartWorld Ubiquitous Intelligence and Computing. pp 1–4. https://doi.org/10.1109/UIC-ATC.2017.8397675. Narayanan A, Shmatikov V (2008) Robust De-anonymization of Large Sparse Datasets. In: 2008 IEEE Symposium on Security and Privacy (sp 2008). pp 111–125. https://doi.org/10.1109/SP.2008.33. Nizeyimana E, Hanyurwimfura D, Hwang J et al. (2023) Prototype of Monitoring Transportation Pollution Spikes through the Internet of Things Edge Networks. Sensors 23(21):8941. https://doi.org/10.3390/s23218941. Pontin J (2007) On Science Fiction: How it influences the imaginations of technologists. MIT Technol Rev 110(3). https://www.technologyreview.com/2007/03/01/226420/on-science-fiction-2/. Accessed: 27 Feb 2026. Raghav A, Singh B, Raghav R, et al. (2025) AI and Robotics in Smart City Governance: Ethical and Legal Pathways for Sustainable Urbanization. In: Ravesangar K, Kaunert C, Singh B, et al. (eds) Machine Learning and Robotics in Urban Planning and Management, chap 1. IGI Global, Hershey, pp 1–24. https://doi.org/10.4018/979-8-3693-9410-6.ch001. Rezende IN (2019) Surveillance Risks in IoT Applied to Smart Cities. In: Palmirani M (ed) Proceedings of the Seventh JURIX 2019 Doctoral Consortium co-located with 32nd International Conference on Legal Knowledge and Information Systems, JURIX 2019 Doctoral Consortium, Madrid, Spain, December 11, 2019, CEUR Workshop Proceedings, vol 2598. CEUR-WS.org, https://ceur-ws.org/Vol-2598/paper-08.pdf. Accessed: 27 Feb 2026. Rix K (2025) New intelligent sensors developed by Northeastern researchers improve accuracy and cut energy use. https://news.northeastern.edu/2025/06/02/smart-sensors-research/ Accessed: 27 Feb 2026. Sahoo S, Sahoo KS, Sahoo B et al. (2020) An Auction based Edge Resource Allocation Mechanism for IoT-enabled Smart Cities. In: 2020 IEEE Symposium Series on Computational Intelligence. pp 1280–1286. https://doi.org/10.1109/SSCI47803.2020.9308159. Sanchez L, Muñoz L, Galache JA et al (2014) SmartSantander: IoT experimentation over a smart city testbed. Comput Netw 61:217–238. Special issue on Future Internet Testbeds - Part I. https://doi.org/10.1016/j.bjp.2013.12.020. Semerikov SO (2025) Edge of arXiv 2025: bibliometrics, themes, time trends, and networks. J Edge Comput 4(2):116–158. https://doi.org/10.55056/jec.1214. Semerikov SO, Vakaliuk TA, Kanevska OB et al (2025) Edge intelligence unleashed: a survey on deploying large language models in resource-constrained environments. J Edge Comput 4(2):179–233. https://doi.org/10.55056/jec.1000. Shi Q, He T, Lee C (2019) More than energy harvesting – Combining triboelectric nanogenerator and flexible electronics technology for enabling novel micro-/nano-systems. Nano Energy 57:851–871. https://doi.org/10.1016/j.nanoen.2019.01.002. Shi Y, Wang Z, Huang R et al (2024) Fabrication of High-Density Micro-Bump Arrays for 3D Integration of MEMS and CMOS. IEEJ Trans Electr Electron Eng 19(5):785–790. https://doi.org/10.1002/tee.24058. Strover S, Lalwani S, El-Masri A (2024) Uneven Eyes: The Impact of Inconsistent Local Surveillance Policies on Public Trust. In: Proceedings of the Second International Symposium on Trustworthy Autonomous Systems, TAS ’24. Association for Computing Machinery, New York, p 34. https://doi.org/10.1145/3686038.3687088. Thalluri LN, Venkat SN, Prasad CVVD et al. (2021) Artificial Intelligence Enabled Smart City IoT System using Edge Computing. In: Proceedings - 2nd International Conference on Smart Electronics and Communication. pp 12–20. https://doi.org/10.1109/ICOSEC51865.2021.9591732. Tian J, Yi S, Yu B, et al. (2010) Study on Wireless Sensor Networks. In: Proceedings - 2010 International Conference on Intelligent System Design and Engineering Application, pp 510–521. https://doi.org/10.1109/ISDEA.2010.392. Westfahl G (1996) Cosmic Engineers: A Study of Hard Science Fiction. Greenwood Press, Westport, CT and London Wright P, Dornfeld D, Ota N (2008) Condition monitoring in end-milling using wireless sensor networks (WSNs). In: Transactions of the North American Manufacturing Research Institution of SME. pp 177–183. https://escholarship.org/uc/item/7cp1p0ww. Accessed: 27 Feb 2026. Xu W, Kotecha MC, Padilla D et al. (2021) Quantifying the Predictive Abilities of Speculative Fiction: A Feasibility Study. p V006T06A005. https://doi.org/10.1115/DETC2021-68723. Yang L, Luo Z, Zhang S et al (2024) Continual Learning for Smart City: A Survey. IEEE Trans Knowl Data Eng 36(12):7805–7824. https://doi.org/10.1109/TKDE.2024.3447123. Ziosi M, Hewitt B, Juneja P et al (2024) Smart cities: reviewing the debate about their ethical implications. AI Soc 39(3):1185–1200. https://doi.org/10.1007/s00146-022-01558-0. Zou H, Zhou Z, Huang M et al (2025) NFC/RFID-enabled wearables and implants for biomedical applications. Microsyst Nanoengineering 11(1):191. https://doi.org/10.1038/s41378-025-01010-5. Zuboff S (2019) The Age of Surveillance Capitalism: The Fight for a Human Future at the New Frontier of Power. PublicAffairs, New York. https://we.riseup.net/assets/533560/Zuboff%2C+Shoshana.The+Age+of+Surveillance+Capitalism.2019.pdf
URI (Уніфікований ідентифікатор ресурсу): https://www.doi.org/10.1186/s40309-026-00266-y
http://ds.knu.edu.ua/jspui/handle/123456789/9305
ISSN: 2195-2248
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