Abstract
The chapter discusses the rise of technology usage in cities, and how the recent COVID-19 crisis provided an opportunity for technologists to meaningfully consider how their technologies could be useful in cities. We also provide an overview of current technology trends such as AI and robotics, Internet of Things, Intelligent Transport Systems, Automated Vehicles, City Platforms, as well as their applications to smart cities. The chapter provides an integrative overview of Information and Communication Technologies (ICT) related to making cities smarter. Against the backdrop of the technology trends, this chapter positions the concept of the Automated City within current conceptualisations of the Smart City, including smart city standards and participatory and data-centric views of the smart city.
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Notes
- 1.
https://www.etymonline.com/word/technology [last accessed: 30/6/2020].
- 2.
https://www.un.org/development/desa/en/news/population/2018-revision-of-world-urbanization-prospects.html [last accessed: 30/6/2020].
- 3.
https://www.abs.gov.au/websitedbs/D3310114.nsf/home/Interesting+Facts+about+Australia%E2%80%99s+population [last accessed: 30/6/2020].
- 4.
https://www.verdict.co.uk/smart-cities-timeline/ [last accessed: 30/6/2020].
- 5.
https://www.forbes.com/sites/deborahtalbot/2018/09/12/why-cities-get-the-best-jobs/#33710b821492 [last accessed: 30/6/2020].
- 6.
Also, see the list of smart city tools at https://smartcitiescouncil.com/taxonomy/term/558 [last accessed: 30/6/2020].
- 7.
https://www.microsoft.com/en-us/microsoft-365/blog/2020/04/30/2-years-digital-transformation-2-months/ [last accessed: 2/10/2020].
- 8.
Many are highlighted in https://www.linkedin.com/pulse/amazing-ways-robots-drones-helping-fight-covid-19-bernard-marr/ and in
https://economictimes.indiatimes.com/news/science/coronavirus-fighting-robots-and-drones/sanitizing-toilet/slideshow/75656015.cms [last accessed: 30/6/2020].
- 9.
https://www.medicaldevice-network.com/features/coronavirus-robotics/ [last accessed: 30/6/2020].
- 10.
https://nypost.com/2020/03/10/coronavirus-hospital-ward-staffed-by-robots-opens-in-wuhan-to-protect-medics/ [last accessed: 30/6/2020].
- 11.
https://www.xenex.com/our-solution/lightstrike/ [last accessed: 30/6/2020].
- 12.
- 13.
http://news.mit.edu/2020/csail-robot-disinfects-greater-boston-food-bank-covid-19-0629 [last accessed: 30/6/2020].
- 14.
https://www.voanews.com/episode/robots-do-covid-19-jobs-too-dangerous-humans-4236651 [last accessed: 30/6/2020].
- 15.
- 16.
https://www.techinasia.com/chinas-ecommerce-robots-delivery [last accessed: 30/6/2020].
- 17.
https://thespoon.tech/robots-deliver-food-to-people-quarantined-in-china-hotel/ [last accessed: 30/6/2020].
- 18.
https://syncedreview.com/2020/03/21/chinas-autonomous-delivery-vehicles-navigate-the-coronavirus-outbreak/ [last accessed: 30/6/2020].
- 19.
- 20.
https://www.techinasia.com/chinas-ecommerce-robots-delivery [last accessed: 30/6/2020].
- 21.
- 22.
https://www.starship.xyz/ [last accessed: 30/6/2020].
- 23.
https://industryeurope.com/sectors/automationandrobotics/the-robots-delivering-food-during-coronavirus-lockdown/ [last accessed: 30/6/2020].
- 24.
- 25.
https://360.here.com/coronavirus-contactless-drone-delivery [last accessed: 30/6/2020].
- 26.
- 27.
https://www.weforum.org/agenda/2020/05/medical-delivery-drones-coronavirus-africa-us/ [last accessed: 30/6/2020].
- 28.
https://blog.werobotics.org/2020/04/25/cargo-drones-covid-19/ [last accessed: 30/6/2020].
- 29.
- 30.
https://finfeed.com/opinion/ctrl-alt-del/drone-defence-against-covid-19/ [last accessed: 30/6/2020].
- 31.
- 32.
- 33.
- 34.
https://www.abc.net.au/news/2020-05-01/new-surveillance-technology-could-beat-coronavirus-but-at-a-cost/12201552 [last accessed: 30/6/2020].
- 35.
- 36.
See https://www.channelnewsasia.com/news/singapore/covid-19-robot-dog-bishan-ang-mo-kio-park-safe-distance-nparks-12716124?cid=youtube_cna_social_29012018_cna, https://www.bbc.com/news/av/technology-52619568/coronavirus-robot-dog-enforces-social-distancing-in-singapore-park [last accessed: 30/6/2020].
- 37.
- 38.
https://qz.com/1825997/taiwan-phone-tracking-system-monitors-55000-under-coronavirus-quarantine/ [last accessed: 25/7/2020].
- 39.
- 40.
Emerald Innovation, see https://www.emeraldinno.com/ [last accessed: 18/7/2020].
- 41.
https://www.health.gov.au/resources/apps-and-tools/covidsafe-app [last accessed: 30/6/2020].
- 42.
BlueTrace is an open source application protocol; https://bluetrace.io/ [last accessed: 30/6/2020].
- 43.
- 44.
https://safepaths.mit.edu/ [last accessed: 30/6/2020].
- 45.
See https://support.tracetogether.gov.sg/hc/en-sg/articles/360043735693-What-data-is-collected- Are-you-able-to-see-my-personal-data [last accessed: 23/7/2020].
- 46.
https://www.apple.com/covid19/contacttracing [last accessed: 30/6/2020].
- 47.
From the specification: https://covid19-static.cdn-apple.com/applications/covid19/current/static/contact-tracing/pdf/ExposureNotification-FAQv1.1.pdf [last accessed: 30/6/2020].
- 48.
https://www.mygov.in/aarogya-setu-app/ [last accessed: 30/6/2020].
- 49.
https://we-care.world/ [last accessed: 30/6/2020].
- 50.
https://www.technologyreview.com/2020/05/07/1000961/launching-mittr-covid-tracing-tracker/ [last accessed: 27/8/2020].
- 51.
https://www.technologyreview.com/2020/12/16/1014878/covid-tracing-tracker/ [last accessed: 28/1/2021].
- 52.
See https://www.technologyreview.com/2020/12/16/1014876/about-the-pandemic-technology-project/ [last accessed: 28/1/2021].
- 53.
https://govinsider.asia/innovation/singapore-coronavirus-whatsapp-covid19-open-government-products-govtech/ [last accessed: 30/6/2020].
- 54.
https://www.wired.com/story/whatsapp-coronavirus-who-information-app/ [last accessed: 30/6/2020].
- 55.
- 56.
https://www.vicroads.vic.gov.au/traffic-and-road-use/traffic-management/traffic-signals/how-traffic-signals-work [last accessed: 30/6/2020].
- 57.
https://chartingtransport.com/ [last accessed: 30/6/2020].
- 58.
See the “UNSW rCITI public webinar on the impact of COVID-19 on mobility patterns in Australia” at https://www.youtube.com/watch?v=fWJxX5ISfGo&feature=youtu.be [last accessed: 30/6/2020].
- 59.
- 60.
See https://blogs.unsw.edu.au/cityfutures/blog/2020/04/city-dashboards-in-a-time-of-covid-19/ and https://covid19dashboard.be.unsw.edu.au/ [last accessed: 30/6/2020].
- 61.
https://data.london.gov.uk/dataset/coronavirus-covid-19-mobility-report [last accessed: 30/6/2020].
- 62.
For example, see https://tracktherecovery.org/ [last accessed: 30/6/2020].
- 63.
https://dataforgood.fb.com/tools/movement-range-maps/ [last accessed: 30/6/2020].
- 64.
For example, see https://airquality.gsfc.nasa.gov/ and https://www.eea.europa.eu/themes/air/air-quality-and-covid19/monitoring-covid-19-impacts-on [last accessed: 30/6/2020].
- 65.
- 66.
See https://www.samsung.com/us/business/solutions/digital-signage-solutions/back-to-business/ [last accessed: 15/8/2020].
- 67.
- 68.
This article in IEEE Spectrum summarises a range of robotic applications, some mentioned above, for COVID-19: https://spectrum.ieee.org/robotics/medical-robots/how-robots-became-essential-workers-in-the-covid19-response [last accessed: 2/10/2020].
- 69.
See also https://www.nature.com/articles/d41586-020-01003-6 [last accessed: 30/6/2020].
- 70.
https://blogs.unity3d.com/2020/05/08/exploring-new-ways-to-simulate-the-coronavirus-spread/ [last accessed: 30/6/2020].
- 71.
https://govinsider.asia/innovation/covid-coronavirus-singapore-ihis-kronikare-temperature-ai/ [last accessed: 30/6/2020].
- 72.
- 73.
https://www.cam.ac.uk/research/news/new-app-collects-the-sounds-of-covid-19 [last accessed: 30/6/2020].
- 74.
https://www.wired.com/story/opinion-ai-can-help-find-scientists-find-a-covid-19-vaccine/ [last accessed: 30/6/2020].
- 75.
- 76.
- 77.
For example, see Obsess, https://obsessar.com [last accessed: 18/7/2020].
- 78.
For example, a 3D VR model of a COVID-19 infected lung was developed using HoloLens 2, from https://news.microsoft.com/en-au/features/la-trobe-university-models-coronavirus-infected-lung-in-3d/.
- 79.
https://aprintern.org.au/2020/06/17/webinar-innovating-in-time-of-crisis/, Webinar on INNOVATING IN A TIME OF CRISIS [last accessed, 25 June 2020].
- 80.
https://nypost.com/2020/05/09/robot-dogs-patrol-singapore-park-to-encourage-social-distancing/ [last accessed: 30/6/2020].
- 81.
- 82.
https://theconversation.com/whos-most-affected-on-public-transport-in-the-time-of-coronavirus-133429 [last accessed: 30/6/2020].
- 83.
For example, see https://www.health.gov.au/ministers/the-hon-greg-hunt-mp/media/covid-19-481-million-for-national-mental-health-and-wellbeing-pandemic-response-plan [last accessed: 14/7/2020].
- 84.
For example, it was noted that, in April 2020, more than 70% of people in Switzerland were willing to install a COVID-19 app when available, but by the end of June 2020, over half of the people say they would not, from https://ethz.ch/en/news-and-events/eth-news/news/2020/07/blueprint-for-the-perfect-coronavirus-app.html.
- 85.
https://www.historyofinformation.com/detail.php?id=3411 [last accessed: 17/4/2021].
- 86.
https://www.i-scoop.eu/internet-of-things-guide/ [last accessed: 30/6/2020].
- 87.
https://www.openmobilealliance.org/release/LightweightM2M/Lightweight_Machine_to_Machine-v1_1-OMASpecworks.pdf [last accessed: 30/6/2020].
- 88.
See also https://www.rs-online.com/designspark/eleven-internet-of-things-iot-protocols-you-need-to-know-about [last accessed: 30/6/2020].
- 89.
- 90.
For example, see the topics in three well known journals in the area: ACM Transactions on the Internet of Things, IEEE IoT Journal, and Elsevier’s journal on the Internet of Things.
- 91.
https://sat4m2m.com/wordpress/ [last accessed: 30/6/2020].
- 92.
https://cordis.europa.eu/article/id/232842-space-iot-takes-off [last accessed: 30/6/2020].
- 93.
See the online workshop on “Space for cities: from innovation to operation. A talk about concrete uses of satellite data and services to support cities’ resilience and sustainability” (held in October 2020) https://www.eurisy.eu/event/from-innovation-to-operation/about/ [last accessed: 9/4/2021].
- 94.
https://www.pwc.com.au/consulting/assets/publications/acs-pwc-iot-report-web.pdf [last accessed: 30/6/2020].
- 95.
- 96.
For example, see https://www.computerworld.com/article/3535369/meet-the-top-nine-australian-smart-city-projects.html and https://infrastructuremagazine.com.au/2020/05/15/smart-technology-solutions-for-cities-and-suburbs/ [last accessed: 20/7/2020].
- 97.
https://lvin.org/ [last accessed: 20/7/2020].
- 98.
https://arrayofthings.github.io [last accessed: 20/7/2020].
- 99.
https://data.cityofchicago.org/Environment-Sustainable-Development/Array-of-Things-Locations-Map/2dng-xkng [last accessed: 20/7/2020].
- 100.
https://quantifiedself.com/ [last accessed: 14/7/2020].
- 101.
https://cdn.codeground.org/nsr/downloads/researchareas/20201201_6G_Vision_web.pdf [last accessed: 11/1/2021].
- 102.
- 103.
- 104.
https://deepmind.com/research/case-studies/alphago-the-story-so-far [last accessed: 30/6/2020].
- 105.
https://www.aboutamazon.co.uk/amazon-fulfilment/what-robots-do-and-dont-do-at-amazon-fulfilment-centres [last accessed: 28/1/2021].
- 106.
See https://www.explainthatstuff.com/breadmaker.html [last accessed: 13/8/2020] for a description of how a bread-maker works.
- 107.
See https://www.ibm.com/au-en/products/robotic-process-automation [last accessed: 30/6/2020].
- 108.
https://www.govtechreview.com.au/content/gov-digital/news/3-in-4-us-states-plan-to-implement-chatbots-662599812 [last accessed: 23/7/2020].
- 109.
For example, see the City of Casey where the chatbot Amelia is used, https://www.ipsoft.com/2019/08/21/the-city-of-casey-creating-the-most-liveable-city-with-ai-and-amelia/ [last accessed: 23/7/2020].
- 110.
https://fairbnb.coop/ [last accessed: 30/6/2020].
- 111.
See the chapter on “Testing Discrimination in Practice” in the online book on Fairness and Machine Learning at https://fairmlbook.org/testing.html [last accessed: 13/8/2020].
- 112.
For example, see https://cityos.io/ [last accessed: 30/6/2020].
- 113.
There are many city dashboards—just a few examples, see https://citydashboard.com.au/, http://citydashboard.org/london/, http://citydashboard.be.unsw.edu.au/, and urban data platforms: https://urban.jrc.ec.europa.eu/#/en, https://opendata.cityofnewyork.us/data/, https://carto.com/blog/forty-brilliant-open-data-projects-preparing-smart-cities-2018/ [last accessed: 30/6/2020].
- 114.
See https://developer.cisco.com/smartcities/ and https://www.cisco.com/c/en/us/solutions/internet-of-things/iot-kinetic.html [last accessed: 30/6/2020].
- 115.
http://www.redbooks.ibm.com/abstracts/tips0930.html [last accessed: 30/6/2020].
- 116.
https://aws.amazon.com/government-education/city-transformation/ [last accessed: 30/6/2020].
- 117.
https://www.nextdoor.com/ [last accessed: 30/6/2020].
- 118.
http://ene-hub.com [last accessed: 20/7/2020].
- 119.
http://ene-hub.com/site/greater-city-of-geelong/ [last accessed: 20/7/2020].
- 120.
See https://cityos.io/ [last accessed: 28/1/2021].
- 121.
For example, see https://citygreen.com/case-studies/jurong-smart-bus-station-singapore/, https://www.sageautomation.com/matilda, and https://europa.eu/investeu/projects/smart-bus-stop_en [last accessed: 20/7/2020]
- 122.
For example, see https://www.smartbin.com and Melbourne’s https://www.ecubelabs.com/melbourne-combats-littering-with-ecubes-smart-bins/ [last accessed: 20/7/2020].
- 123.
This is the CityScope tool developed at MIT, https://www.media.mit.edu/projects/cityscope/overview/ [last accessed: 9/7/2020].
- 124.
For example, see http://www.participatorycity.org/ [last accessed: 1/7/2020].
- 125.
http://itsasia-pacific.com/wp-content/themes/its/images/CountryReport_Australia.pdf [last accessed: 30/6/2020].
- 126.
https://www.li.me [last accessed: 30/6/2020].
- 127.
An interesting company in this area is Trafi (https://www.trafi.com [last accessed: 28/1/2021]) which has provided MaaS for several major cities, including Lithuania, Rio, Jakarta and Berlin.
- 128.
For example, for Asia and the Pacific, see https://www.unescap.org/sites/default/files/ITS.pdf, for the USA, see https://itsa.org/, for Africa, see http://www.its-africa.org/, and for Europe, see https://ec.europa.eu/transport/themes/its_en [last accessed: 30/6/2020].
- 129.
https://waymo.com [last accessed: 25/7/2020].
- 130.
https://navya.tech/en/ [last accessed: 25/7/2020].
- 131.
https://easymile.com [last accessed: 25/7/2020].
- 132.
See https://advi.org.au/driverless-technology/ [last accessed: 30/6/2020].
- 133.
https://www.iso.org/publication/PUB100423.html [last accessed: 30/6/2020].
- 134.
https://www.iso.org/standard/68498.html [last accessed: 30/6/2020].
- 135.
https://www.iso.org/obp/ui/#iso:std:iso:37122:ed-1:v1:en [last accessed: 30/6/2020].
- 136.
The Smart City Monitor is another such framework: https://smartcity.pharosnavigator.com/static/content/en/626/, and there are solutions for smart city dashboards, and monitoring at the AWS Marketplace for smart city solutions: https://aws.amazon.com/mp/gctc/ [last accessed: 30/6/2020].
- 137.
https://www.iso.org/standard/70302.html [last accessed: 30/6/2020].
- 138.
https://www.iso.org/ics/13.020.20/x/ [last accessed: 30/6/2020].
- 139.
https://media.iese.edu/research/pdfs/ST-0471-E.pdf [last accessed: 30/6/2020].
- 140.
- 141.
https://ec.europa.eu/eip/ageing/standards/city/smart-cities [last accessed: 30/6/2020].
- 142.
See https://ec.europa.eu/eip/ageing/standards/city/smart-cities/une-1783012015_en [last accessed: 30/6/2020].
- 143.
https://pages.nist.gov/smartcitiesarchitecture/ [last accessed: 30/6/2020].
- 144.
http://www.openiot.eu/ [last accessed: 30/6/2020].
- 145.
https://www.fiware.org/ [last accessed: 30/6/2020].
- 146.
https://www.onem2m.org/ [last accessed: 30/6/2020].
- 147.
See https://www.etsi.org/newsroom/news/1129-2016-09-news-etsi-recognized-in-international- smart-city-framework [last accessed: 9/7/2020].
- 148.
https://smartcities.ieee.org/ [last accessed: 30/6/2020].
- 149.
https://standards.ieee.org/project/2784.html [last accessed: 30/6/2020]—a draft standard at the time of writing.
- 150.
https://smartcitiescouncil.com/ [last accessed: 30/6/2020].
- 151.
https://anz.smartcitiescouncil.com/resources/guidance-note-smart-cities-standards [last accessed: 30/6/2020].
- 152.
https://iot.org.au [last accessed: 30/6/2020].
- 153.
https://smartenoughcity.mitpress.mit.edu/ [last accessed: 1/7/2020].
References
Abdelkafi, N., Raasch, C., Roth, A., & Srinivasan, R. (2019). Multi-sided platforms. Electronic Markets, 29(4), 553–559.
Ahmed, N., Michelin, R. A., Xue, W., Ruj, S., Malaney, R., Kanhere, S. S., Seneviratne, A., Hu, W., Janicke, H., & Jha, S. K. (2020). A survey of covid-19 contact tracing apps. IEEE Access, 8, 134577–134601.
Al-Sarawi, S., Anbar, M., Alieyan, K., & Alzubaidi, M. (2017). Internet of things (iot) communication protocols: Review. In 2017 8th International Conference on Information Technology (ICIT) (pp. 685–690).
Anthopoulos, L. (Ed.) (2019). Smart City Emergence: Cases From Around the World. Elsevier.
Barns, S. (2020). Platform Urbanism: Negotiating Platform Ecosystems in Connected Cities.
Batty, M. (2018). Inventing Future Cities. The MIT Press.
Chang, S. L., Harding, N., Zachreson, C., Cliff, O. M., & Prokopenko, M. (2020). Modelling transmission and control of the COVID-19 pandemic in Australia. https://arxiv.org/abs/2003.10218.
Chowdhury, M. Z., Shahjalal, M., Ahmed, S., & Jang, Y. M. (2020). 6g wireless communication systems: Applications, requirements, technologies, challenges, and research directions. IEEE Open Journal of the Communications Society, 1, 957–975.
Clarinval, A., Simonofski, A., Vanderose, B., & Dumas, B. (2020). Public displays and citizen participation: a systematic literature review and research agenda. Transforming Government: People, Process and Policy.
Cortellessa, G., Fracasso, F., Sorrentino, A., Orlandini, A., Bernardi, G., Coraci, L., De Benedictis, R., & Cesta, A. (2018). Robin, a telepresence robot to support older users monitoring and social inclusion: Development and evaluation. Telemedicine Journal and E-Health: The Official Journal of the American Telemedicine Association, 24(2), 145–154.
Daugherty, P., & Wilson, H. J. R. (2018). Human + Machine: Reimagining Work in the Age of AI. Audible Studios on Brilliance Audio.
de Lange, M., & de Waal, M. (Eds.), (2019). The Hackable City - Digital Media and Collaborative City-Making in the Network Society. Springer.
Dizdarević, J., Carpio, F., Jukan, A., & Masip-Bruin, X. (2019). A survey of communication protocols for internet of things and related challenges of fog and cloud computing integration. ACM Computing Surveys, 51(6), 1–29.
Dustdar, S., Nastic, S., & Scekic, O. (2017). Smart Cities - The Internet of Things, People and Systems. Springer.
Evans, D. S., & Schmalensee, R. (2016). Matchmakers: The New Economics of Multisided Platforms. Harvard Business Review Press.
Floridi, L. (2019). What the near future of artificial intelligence could be. Philosophy & Technology, 32(1), 1–15.
Frey, C. B., & Osborne, M. (2013). The future of employment: How susceptible are jobs to computerisation? Online PDF. http://www.oxfordmartin.ox.ac.uk/publications/view/1314.
Gasser, U., Ienca, M., Scheibner, J., Sleigh, J., & Vayena, E. (2020). Digital tools against covid-19: taxonomy, ethical challenges, and navigation aid. The Lancet Digital Health.
Guinard, D., & Trifa, V. (2016). Building the Web of Things: With Examples in Node.Js and Raspberry Pi (1st ed.). USA: Manning Publications Co.
Halegoua, G. (2020). Smart Cities. Essential Knowledge Series. The MIT Press.
Hensher, D. A., Ho, C. Q., Mulley, C., Nelson, J. D., Smith, G., & Wong, Y. Z. (2020). Chapter 2 - what is maas and how it fits into the transport landscape. In D. A. Hensher, C. Q. Ho, C. Mulley, J. D. Nelson, G. Smith, & Y. Z. Wong (Eds.), Understanding Mobility as a Service (MaaS) (pp. 13–33). Elsevier.
Iansiti, M., & Lakhani, K. R. (2020). Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World. Harvard Business Review Press.
Imran, M. (Ed.). (2020). IoT Technologies in Smart Cities: From sensors to big data, security and trust. Control, Robotics and Sensors. Institution of Engineering and Technology.
Iyengar, K., Upadhyaya, G. K., Vaishya, R., & Jain, V. (2020). Covid-19 and applications of smartphone technology in the current pandemic. Diabetes and Metabolic Syndrome: Clinical Research and Reviews, 14(5), 733–737.
Kuniavsky, M. (2010). Smart Things: Ubiquitous Computing User Experience Design: Ubiquitous Computing User Experience Design. San Francisco, CA, USA: Morgan Kaufmann Publishers Inc.
Larson, K. (2018). City science: Toward a new process for creating high performance entrepreneurial communities. In Mass Customization and Design Democratization.
Leins, K., Culnane, C., & Rubinstein, B. I. P. (2020). Tracking, tracing, trust: contemplating mitigating the impact of covid-19 with technological interventions. Medical Journal of Australia, 213(1), 6–8.e1.
Li, J., & Guo, X. (2020). Covid-19 contact-tracing apps: a survey on the global deployment and challenges.
Loke, S. W. (2018). Are we ready for the internet of robotic things in public spaces? In Proceedings of the 2018 ACM International Joint Conference and 2018 International Symposium on Pervasive and Ubiquitous Computing and Wearable Computers, UbiComp ’18 (pp. 891–900). New York, NY, USA: ACM.
Lucas, P., Ballay, J., & McManus, M. (2012). Trillions: Thriving in the Emerging Information Ecology. Wiley.
Marvin, S., & Luque-Ayala, A. (2017). Urban operating systems: Diagramming the city. International Journal of Urban and Regional Research, 41(1), 84–103.
Mayor, A. (2018). Gods and Robots: Myths, Machines, and Ancient Dreams of Technology. Princeton University Press.
Moss, R., Wood, J., Brown, D., Shearer, F., Black, A. J., Cheng, A., McCaw, J. M., & McVernon, J. (2020). Modelling the impact of covid-19 in australia to inform transmission reducing measures and health system preparedness. medRxiv.
Mühlhäuser, M., Meurisch, C., Stein, M., Daubert, J., Von Willich, J., Riemann, J., & Wang, L. (2020). Street lamps as a platform. Communications of the ACM, 63(6), 75–83.
Murshed, M. G. S., Murphy, C., Hou, D., Khan, N., Ananthanarayanan, G., & Hussain, F. (2019). Machine learning at the network edge: A survey.
Neff, G., & Nafus, D. (2016). Self-Tracking (1st edn.). The MIT Press.
Nghiem, L. D., Morgan, B., Donner, E., & Short, M. D. (2020). The covid-19 pandemic: Considerations for the waste and wastewater services sector. Case Studies in Chemical and Environmental Engineering, 1, 100006.
Noyman, A., Holtz, T., Kröger, J., Noennig, J. R., & Larson, K. (2017). Finding places: Hci platform for public participation in refugees’ accommodation process. Procedia Computer Science, 112, 2463–2472.
Patrick, J. R. (2019). Robot Attitude: How Robots and Artificial Intelligence Will Make Our Lives Better. Createspace Independent Publishing Platform.
Pickard, G., Pan, W., Rahwan, I., Cebrian, M., Crane, R., Madan, A., & Pentland, A. (2011). Time-critical social mobilization. Science, 334(6055), 509–512.
Punn, N. S., Sonbhadra, S. K., & Agarwal, S. (2020). Monitoring COVID-19 social distancing with person detection and tracking via fine-tuned YOLO v3 and Deepsort techniques. https://arxiv.org/abs/2005.01385.
Rakotonirainy, A., Orfila, O., & Gruyer, D. (2016). Reducing driver’s behavioural uncertainties using an interdisciplinary approach: Convergence of quantified self, automated vehicles, internet of things and artificial intelligence. IFAC-PapersOnLine, 49(32), 78–82.
Robertson, S. P., & Carroll, J. M. (2018). Social Media and Civic Engagement: History, Theory, and Practice. Morgan and Claypool Publishers.
Rogers, T., Goldstein, N. J., & Fox, C. R. (2018). Social mobilization. Annual Review of Psychology, 69(1), 357–381.
Rose, D. (2014). Enchanted Objects: Innovation, Design, and the Future of Technology. Simon and Schuster.
Sako, M. (2020). Artificial intelligence and the future of professional work. Communications of the ACM, 63(4), 25–27.
Satyanarayanan, M. (2001). Pervasive computing: vision and challenges. IEEE Personal Communications, 8(4), 10–17.
Satyanarayanan, M., Chen, Z., Ha, K., Hu, W., Richter, W., & Pillai, P. (2014). Cloudlets: At the leading edge of mobile-cloud convergence. In 6th International Conference on Mobile Computing, Applications and Services (pp. 1–9).
Simoens, P., Dragone, M., & Saffiotti, A. (2018). The internet of robotic things: A review of concept, added value and applications. International Journal of Advanced Robotic Systems, 15(1), 1729881418759424.
Singh, M. P., & Chopra, A. K. (2017). The internet of things and multiagent systems: Decentralized intelligence in distributed computing. In K. Lee, & L. Liu, (Eds.), 37th IEEE International Conference on Distributed Computing Systems, ICDCS 2017, Atlanta, GA, USA, June 5–8, 2017 (pp. 1738–1747). IEEE Computer Society.
Singh, M. P., & Chopra, A. K. (2020) Computational governance and violable contracts for blockchain applications. IEEE Computer, 53(1), 53–62.
Singh, R. P., Javaid, M., Kataria, R., Tyagi, M., Haleem, A., & Suman, R. (2020). Significant applications of virtual reality for covid-19 pandemic. Diabetes and Metabolic Syndrome: Clinical Research and Reviews, 14(4), 661–664.
Sze, V., Chen, Y.-H., Yang, T.-J., & Emer, J. S. (Eds.) (2020). Efficient Processing of Deep Neural Networks. Morgan and Claypool Publishers.
Tiddi, I., Bastianelli, E., Daga, E., d’Aquin, M., & Motta, E. (2020). Robot–city interaction: Mapping the research landscape—a survey of the interactions between robots and modern cities. International Journal of Social Robotics, 12(2), 299–324.
Tsui, K. M., Dalphond, J. M., Brooks, D. J., Medvedev, M. S., McCann, E., Allspaw, J., Kontak, D., & Yanco, H. A. (2015). Accessible human-robot interaction for telepresence robots: A case study. Paladyn, Journal of Behavioral Robotics, 6(1), 000010151520150001.
van Ooijen, I., & Vrabec, H. U. (2019). Does the gdpr enhance consumers’control over personal data? an analysis from a behavioural perspective. Journal of Consumer Policy, 42(1), 91–107.
Vandemeulebroucke, T., Dierckx de Casterlé, B., & Gastmans, C. (2017). The use of care robots in aged care: A systematic review of argument-based ethics literature. Archives of Gerontology and Geriatrics, 74, 09.
Want, R. (2006). RFID Explained: A Primer on Radio Frequency Identification Technologies.
Weiser, M. (1999). The computer for the 21st century. SIGMOBILE Mobile Computing and Communications Review, 3(3), 3–11.
While, A. H., Marvin, S., & Kovacic, M. (2020). Urban robotic experimentation: San Francisco, Tokyo and Dubai. Urban Studies, 58(4), 769–786. https://doi.org/10.1177/0042098020917790.
Whitelaw, S., Mamas, M. A., Topol, E., & Van Spall, H.G. C. (2020). Applications of digital technology in covid-19 pandemic planning and response. The Lancet Digital Health.
Woetzel, J., Remes, J., Boland, B., Lv, K., Sinha, S., Strube, G., Means, J., Law, J., Cadena, A., & von der Tann, V. (2018). Smart Cities: Digital Solutions for a More Livable Future (McKinsey Global Institute). Technical report, June 2018.
Wooldridge, M. (2020). The Road to Conscious Machines: The Story of AI. Pelican.
Xu, D., Li, T., Li, Y., Su, X., Tarkoma, S., Jiang, T., Crowcroft, J., & Hui, P. (2020). Edge intelligence: Architectures, challenges, and applications.
Yang, G.-Z., Bellingham, J., Dupont, P. E., Fischer, P., Floridi, L., Full, R., Jacobstein, N., Kumar, V., McNutt, M., Merrifield, R., Nelson, B. J., Scassellati, B., Taddeo, M., Taylor, R., Veloso, M., Wang, Z. L., & Wood, R. (2018). The grand challenges of science robotics. Science Robotics, 3(14), eaar7650.
Zhang, D., Sr., Shao, Y., Mei, Y., Chu, H., Zhang, X., Zhan, H., & Rao, Y. (2019). Using YOLO-based pedestrian detection for monitoring UAV. In C. Li, H. Yu, Z. Pan, & Y. Pu, (Eds.), Tenth International Conference on Graphics and Image Processing (ICGIP 2018) (vol. 11069, pp. 1141–1145). International Society for Optics and Photonics, SPIE.
Zhou, Z., Chen, X., Li, E., Zeng, L., Luo, K., & Zhang, J. (2019). Edge intelligence: Paving the last mile of artificial intelligence with edge computing. Proceedings of the IEEE, 107(8), 1738–1762.
Zhu, Q., Loke, S. W., Trujillo-Rasua, R., Jiang, F., & Xiang, Y. (2019). Applications of distributed ledger technologies to the internet of things: A survey. ACM Computing Surveys, 52(6), 1–34.
Zhuhadar, L., Thrasher, E., Marklin, S., & Ordóñez, P. [de Pablos]. (2017). The next wave of innovation—review of smart cities intelligent operation systems. Computers in Human Behavior, 66, 273–281.
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Loke, S.W., Rakotonirainy, A. (2021). An Overview of Technology Trends Towards Smarter Cities. In: The Automated City. Springer, Cham. https://doi.org/10.1007/978-3-030-82318-4_1
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