{"id":66566,"date":"2023-05-01T11:07:16","date_gmt":"2023-05-01T11:07:16","guid":{"rendered":"https:\/\/www.techopedia.com"},"modified":"2023-07-12T12:17:44","modified_gmt":"2023-07-12T12:17:44","slug":"the-intersection-of-ai-and-iot-how-smart-cities-are-transforming-urban-living","status":"publish","type":"post","link":"https:\/\/www.techopedia.com\/the-intersection-of-ai-and-iot-how-smart-cities-are-transforming-urban-living","title":{"rendered":"The Intersection of AI and IoT: How Smart Cities are Transforming Urban Living"},"content":{"rendered":"<p><a href=\"https:\/\/www.techopedia.com\/definition\/190\/artificial-intelligence-ai\">Artificial Intelligence (AI)<\/a> and the <a href=\"https:\/\/www.techopedia.com\/definition\/28247\/internet-of-things-iot\">Internet of Things (IoT)<\/a> technologies are being used together to leverage each other&#8217;s advantages. The interconnection of various data-generating devices, such as sensors, computers, vehicles, smartphones, buildings, and software through the Internet, has revolutionized how we live today.<\/p>\n<p><span style=\"font-weight: 400;\">The interplay of AI and IoT technologies has completely transformed the way we interpret and analyze the massive amount of data that is continuously generated by IoT devices with the help of AI techniques. <\/span><\/p>\n<p><span style=\"font-weight: 400;\">As a result, decision-making, optimizing industrial processes, making predictions, and identifying anomalies in industrial settings becomes easier than ever. Similarly, AI and IoT technologies are being used together in <\/span><a href=\"https:\/\/www.techopedia.com\/definition\/31494\/smart-city\"><span style=\"font-weight: 400;\">smart city<\/span><\/a><span style=\"font-weight: 400;\"> applications to improve urban infrastructure and the quality of life.\u00a0\u00a0<\/span><\/p>\n<h2><span id=\"understanding_smart_cities\">Understanding smart cities<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The idea of smart cities is described below, and various constituent components and examples of smart cities are also provided.<\/span><\/p>\n<h3><b>Defining smart cities<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Before delving into how AI and IoT are transforming smart cities, it is important to understand what a smart city is and how it functions. The concept of smart cities emerged after the term \u201c<\/span><a href=\"https:\/\/www.techopedia.com\/definition\/667\/pervasive-computing\"><span style=\"font-weight: 400;\">pervasive computing<\/span><\/a><span style=\"font-weight: 400;\">\u201d started gaining popularity in the first decade of this century. Pervasive computing simply refers to \u201c<\/span><span style=\"font-weight: 400;\">computing everywhere<\/span><span style=\"font-weight: 400;\">\u201d. Therefore, pervasive computing and smart cities are closely related in several ways.\u00a0\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">We can define smart cities as urban areas that utilize technology strategically and efficiently to perform day-to-day operations and improve their inhabitants\u2019 quality of life. This includes incorporating technology in every aspect of life to offer better civic services, such as transportation, solid waste management and collection, pollution-free and sustainable communities, irrigation, healthcare, public safety and policing, traffic management, and many others. In a nutshell, \u201c<\/span><b>a smart city is an interconnected and technology-enabled sustainable environment designed to improve the standard of living of its residents<\/b><span style=\"font-weight: 400;\">.\u201d<\/span><\/p>\n<h3><b>Components of smart cities<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Smart cities comprise a variety of components, each of which is crucial for their functioning. The components include:<\/span><\/p>\n<ul>\n<li><b>IoT devices:<\/b><span style=\"font-weight: 400;\"> these include various data-collecting devices, such as sensors, traffic, air quality, energy usage monitoring devices, and so on.\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li><b>Data analytics component:<\/b><span style=\"font-weight: 400;\"> the component is responsible for processing and analyzing the data collected through the IoT devices<\/span><\/li>\n<\/ul>\n<ul>\n<li><b>Communication Networks:<\/b><span style=\"font-weight: 400;\"> are used for data transmission among IoT devices, data analytics systems, and other infrastructure components.\u00a0<\/span><\/li>\n<\/ul>\n<ul>\n<li><b>Metropolitan infrastructure and public services: <\/b><span style=\"font-weight: 400;\">are essential for the functioning of smart cities. Infrastructure includes buildings, roads, and other public areas, which can be transformed through <a href=\"https:\/\/www.techopedia.com\/definition\/26418\/data-analytics\">data analytics<\/a> and IoT. On the other hand, public services can be transportation, healthcare, education, and public safety, which may be improved through AI and data analytics.<\/span><\/li>\n<\/ul>\n<h3><b>Examples of smart cities<\/b><\/h3>\n<p><span style=\"font-weight: 400;\">Recently, many cities worldwide have started implementing smart technologies to uplift the living standard of their citizens. Some of the cities include <\/span><a href=\"https:\/\/www.thalesgroup.com\/en\/worldwide-digital-identity-and-security\/iot\/magazine\/singapore-worlds-smartest-city\" target=\"_blank\"><span style=\"font-weight: 400;\">Singapore<\/span><\/a><span style=\"font-weight: 400;\">,\u00a0<\/span><a href=\"https:\/\/www.beesmart.city\/city-portraits\/smart-city-portrait-amsterdam\" target=\"_blank\"><span style=\"font-weight: 400;\">Amsterdam<\/span><\/a><span style=\"font-weight: 400;\">,\u00a0<\/span><a href=\"https:\/\/smartcityhub.com\/technology-innnovation\/barcelona-showcase-smart-city-dynamics\/#:~:text=Barcelona%20was%20one%20of%20the,noise%20levels%2C%20irrigation%20et%20cetera.\" target=\"_blank\"><span style=\"font-weight: 400;\">Barcelona<\/span><\/a><span style=\"font-weight: 400;\">, and\u00a0<\/span><a href=\"https:\/\/www.dsoa.ae\/explore-dso\/initiatives\/dubai-smart-city#:~:text=UAE%20Vice%20President%2C%20Prime%20Minister,possible%20number%20of%20smart%20applications.%E2%80%9D\" target=\"_blank\"><span style=\"font-weight: 400;\">Dubai<\/span><\/a><span style=\"font-weight: 400;\">. Singapore\u2019s smart city initiative utilizes IoT data and performs analytics to improve mobility and healthcare services, support businesses, and optimize traffic flows and energy usage. Likewise, Amsterdam, in addition to the ones discussed above, emphasizes sustainable solutions to mobility by providing smart traffic systems and electric charging stations.\u00a0<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Barcelona is not behind the others and also relies on IoT devices and data analytics methods. In particular, smart lighting systems based on <a href=\"https:\/\/www.techopedia.com\/definition\/30233\/motion-sensor\">motion sensors<\/a>, green spaces, energy-efficient buildings, smart bike sharing, and waste reduction are among the few initiatives that make Barcelona a smart city. Similarly, automated buses and the urban metro system, smart grids, smart and energy-efficient buildings, smart healthcare, and policing have made Dubai emerge as one of the rapidly developing smart cities. The initiatives, such as Dubai Blockchain Strategy, the Dubai Future Accelerators program, and the Smart Dubai Platform, are pivotal in making Dubai one of the top living choices.<\/span><\/p>\n<h2><span id=\"how_ai_and_iot_are_transforming_urban_living\">How AI and IoT are transforming urban living?<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The intersection of AI and IoT technologies is transforming living and work in smart cities, and their impacts are becoming significant daily. By combining these two technologies, a new era of innovation, efficiency, and sustainability is emerging, which once could have only been dreamt of by humans. Real-time analysis of continuously generated data by multiple devices simultaneously has made decision-making and administrative tasks easier without much human involvement. For example, traffic signals equipped with IoT sensors can monitor traffic flow which can further be analyzed using AI <a href=\"https:\/\/www.techopedia.com\/definition\/3739\/algorithm\">algorithms<\/a> and consequently can help traffic lights adapt to the traffic situation at a particular intersection in the city.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Likewise, another exciting usage scenario is in the solid waste collection and management domain, where the smart waste bins equipped with IoT ultrasonic sensors can notify about the levels of waste in the bins. AI techniques can schedule pickups, reducing unnecessary trips of waste collection vehicles and the environmental impact. Similarly, in smart buildings equipped with IoT devices, such as sensors, HVAC, lighting, etc., the data analytics techniques, with the help of the current sensor readings and historical data, may direct the control modules to optimize energy usage or predict any failures of the equipment. Moreover, the HVAC systems in smart buildings can be automatically adjusted based on occupancy and outside environmental conditions.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">There are numerous advantages to using the two diverse spheres of technology together. Primarily, they result in increased efficiency, optimal resource utilization, reduced human involvement, savings of time and finances, etc. Moreover, sustainability is also vital in smart cities and can be improved through several environment-friendly initiatives. With the help of the sensors installed city-wide, the data about air quality and water usage is collected and analyzed by AI techniques. The data is subsequently used to issue alerts to the authorities of the areas where attention is required, for example, where high pollution levels are in the air or where water is being wasted.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">AI and IoT technologies also help improve public safety through real-time monitoring. AI-powered security cameras are used to detect suspicious behavior through continuous surveillance. Similarly, monitoring the infrastructure for possible safety hazards through sensing devices enables timely alerts and quicker responses from the concerned authorities. In addition, greater civic engagement is promoted by providing citizens <a href=\"https:\/\/www.techopedia.com\/definition\/31256\/real-time-data\">access to real-time data<\/a> through various platforms and enabling them to provide decision-making feedback, leading to more impartial outcomes.<\/span><\/p>\n<h2><span id=\"challenges_and_limitations_of_ai_and_iot_in_smart_cities\">Challenges and Limitations of AI and IoT in Smart Cities<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Though there are several benefits of integrating AI and IoT technologies in smart cities provides. However, numerous challenges and limitations must be addressed.\u00a0<\/span><\/p>\n<ul>\n<li><b>Device heterogeneity\u00a0<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">A lack of standardization across heterogeneous IoT devices and their communication protocols often results in compatibility issues, thus demanding the standardization of IoT protocols and interfaces for effective device integration and efficient data communication.\u00a0<\/span><\/p>\n<ul>\n<li><b>Data deluge\u00a0<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">The large volumes of data generated by IoT devices demand powerful computing resources and storage capabilities, hence elevating the need for data centers and cloud computing infrastructure.\u00a0<\/span><\/p>\n<ul>\n<li><b>Data security and privacy<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\"><a href=\"https:\/\/www.techopedia.com\/definition\/26464\/data-security\">Data security<\/a> is crucial in smart cities due to the risk of cyber-attacks and data breaches, necessitating robust security measures. Moreover, continuous surveillance could also lead to privacy issues.<\/span><\/p>\n<ul>\n<li><b>Ethical concerns<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Addressing ethical concerns, such as bias introduced by the computational algorithms, may lead to discriminatory outcomes (for example, unfair treatment of certain groups), which is undesirable for equity and diversity in societies.<\/span><\/p>\n<ul>\n<li><b>Job displacement and economic inequality\u00a0<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Integrating AI and IoT in smart cities could lead to job displacement, especially for those who have little technical skills in sectors such as transport manufacturing, or logistics. This may further increase inequality of income and lead to a large number of workers not being adequately supported. Strategies to mitigate negative impacts should be developed in view of the possible impact on workers.<\/span><\/p>\n<ul>\n<li><b>Massive investments\u00a0<\/b><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">Finally, significant investments are needed to realize smart city initiatives which can be challenging to manage initially.\u00a0<\/span><\/p>\n<h2><span id=\"conclusion\">Conclusion<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">In conclusion, the intersection of AI and IoT has paved the way for developing smarter and more sustainable cities. From optimizing energy consumption and transportation to enhancing public safety and citizen engagement, these technologies are revolutionizing how we live and interact in urban environments. While some challenges and limitations need to be addressed, the potential benefits of AI and IoT in smart cities are immense and should be exploited for better communities.<\/span><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Artificial Intelligence (AI) and the Internet of Things (IoT) technologies are being used together to leverage each other&#8217;s advantages. The interconnection of various data-generating devices, such as sensors, computers, vehicles, smartphones, buildings, and software through the Internet, has revolutionized how we live today. The interplay of AI and IoT technologies has completely transformed the way [&hellip;]<\/p>\n","protected":false},"author":286510,"featured_media":50287,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_lmt_disableupdate":"","_lmt_disable":"","om_disable_all_campaigns":false,"footnotes":""},"categories":[573,598],"tags":[],"category_partsoff":[],"class_list":["post-66566","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-artificial-intelligence","category-internet-of-things-iot"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v24.2 (Yoast SEO v24.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>The Intersection of AI and IoT: How Smart Cities are Transforming Urban Living - Techopedia<\/title>\n<meta name=\"robots\" content=\"noindex, follow\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Intersection of AI and IoT: How Smart Cities are Transforming Urban Living\" \/>\n<meta property=\"og:description\" content=\"Artificial Intelligence (AI) and the Internet of Things (IoT) technologies are being used together to leverage each other&#8217;s advantages. The interconnection of various data-generating devices, such as sensors, computers, vehicles, smartphones, buildings, and software through the Internet, has revolutionized how we live today. The interplay of AI and IoT technologies has completely transformed the way [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.techopedia.com\/the-intersection-of-ai-and-iot-how-smart-cities-are-transforming-urban-living\" \/>\n<meta property=\"og:site_name\" content=\"Techopedia\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/techopedia\/\" \/>\n<meta property=\"article:published_time\" content=\"2023-05-01T11:07:16+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-07-12T12:17:44+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.techopedia.com\/wp-content\/uploads\/2023\/02\/istock-1013969318-1.jpeg\" \/>\n\t<meta property=\"og:image:width\" content=\"1\" \/>\n\t<meta property=\"og:image:height\" content=\"1\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Assad Abbas\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@techopedia\" \/>\n<meta name=\"twitter:site\" content=\"@techopedia\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Assad Abbas\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.techopedia.com\/the-intersection-of-ai-and-iot-how-smart-cities-are-transforming-urban-living#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.techopedia.com\/the-intersection-of-ai-and-iot-how-smart-cities-are-transforming-urban-living\"},\"author\":{\"name\":\"Assad Abbas\",\"@id\":\"https:\/\/www.techopedia.com\/#\/schema\/person\/6ade41e82dea1f51aa7b20e4ed3b9109\"},\"headline\":\"The Intersection of AI and IoT: How Smart Cities are Transforming Urban Living\",\"datePublished\":\"2023-05-01T11:07:16+00:00\",\"dateModified\":\"2023-07-12T12:17:44+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.techopedia.com\/the-intersection-of-ai-and-iot-how-smart-cities-are-transforming-urban-living\"},\"wordCount\":1353,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/www.techopedia.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.techopedia.com\/the-intersection-of-ai-and-iot-how-smart-cities-are-transforming-urban-living#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.techopedia.com\/wp-content\/uploads\/2023\/02\/istock-1013969318-1.jpeg\",\"articleSection\":\"\",\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.techopedia.com\/the-intersection-of-ai-and-iot-how-smart-cities-are-transforming-urban-living#respond\"]}],\"copyrightYear\":\"2023\",\"copyrightHolder\":{\"@id\":\"https:\/\/www.techopedia.com\/#organization\"}},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.techopedia.com\/the-intersection-of-ai-and-iot-how-smart-cities-are-transforming-urban-living\",\"url\":\"https:\/\/www.techopedia.com\/the-intersection-of-ai-and-iot-how-smart-cities-are-transforming-urban-living\",\"name\":\"The Intersection of AI and IoT: How Smart Cities are Transforming Urban Living - 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He is a tenured Associate Professor in the Department of Computer Science at COMSATS University Islamabad (CUI), Islamabad Campus, Pakistan. Abbas has been associated with COMSATS since 2004. His research interests are primarily but not limited to smart healthcare, big data analytics, recommender systems, patent analysis, and social network analysis. His research has been published in several prestigious journals including IEEE Transactions on Cybernetics, IEEE Transactions on Cloud Computing, IEEE Transactions on Dependable and Secure Computing, IEEE Systems Journal, IEEE Journal of Biomedical and Health Informatics, IEEE IT Professional, Journal of Parallel and Distributed Computing, Pervasive and Mobile Computing, and Future Generation Computing Systems. Abbas has authored two books titled \\\"Handbook of Large-Scale Distributed Computing in Smart Healthcare\\\" and \\\"Fog Computing: Theory and Practice\\\". He has also served as a reviewer for several reputed journals and as a member of the technical program committee of several conferences. He is also a member of IEEE and IEEE-Eta Kappa Nu (IEEE-HKN). 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The interconnection of various data-generating devices, such as sensors, computers, vehicles, smartphones, buildings, and software through the Internet, has revolutionized how we live today. 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He is a tenured Associate Professor in the Department of Computer Science at COMSATS University Islamabad (CUI), Islamabad Campus, Pakistan. Abbas has been associated with COMSATS since 2004. His research interests are primarily but not limited to smart healthcare, big data analytics, recommender systems, patent analysis, and social network analysis. His research has been published in several prestigious journals including IEEE Transactions on Cybernetics, IEEE Transactions on Cloud Computing, IEEE Transactions on Dependable and Secure Computing, IEEE Systems Journal, IEEE Journal of Biomedical and Health Informatics, IEEE IT Professional, Journal of Parallel and Distributed Computing, Pervasive and Mobile Computing, and Future Generation Computing Systems. Abbas has authored two books titled \"Handbook of Large-Scale Distributed Computing in Smart Healthcare\" and \"Fog Computing: Theory and Practice\". He has also served as a reviewer for several reputed journals and as a member of the technical program committee of several conferences. He is also a member of IEEE and IEEE-Eta Kappa Nu (IEEE-HKN). Additionally, Dr. Abbas served as a member of the National Cloud Policy Advisory Board established by the Ministry of Information and Communication Technology (MoIT) to formulate Pakistan\u2019s first cloud policy.","sameAs":["https:\/\/sites.google.com\/site\/assadabbasciit\/","https:\/\/www.linkedin.com\/in\/assad-abbas-686675a2\/"],"knowsAbout":["Tenured Associate Professor","COMSATS University Islamabad (CUI)"],"url":"https:\/\/www.techopedia.com\/contributors\/assadabbas"}]}},"modified_by":"vukstojkovic","_links":{"self":[{"href":"https:\/\/www.techopedia.com\/wp-json\/wp\/v2\/posts\/66566","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.techopedia.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.techopedia.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.techopedia.com\/wp-json\/wp\/v2\/users\/286510"}],"replies":[{"embeddable":true,"href":"https:\/\/www.techopedia.com\/wp-json\/wp\/v2\/comments?post=66566"}],"version-history":[{"count":0,"href":"https:\/\/www.techopedia.com\/wp-json\/wp\/v2\/posts\/66566\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.techopedia.com\/wp-json\/wp\/v2\/media\/50287"}],"wp:attachment":[{"href":"https:\/\/www.techopedia.com\/wp-json\/wp\/v2\/media?parent=66566"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.techopedia.com\/wp-json\/wp\/v2\/categories?post=66566"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.techopedia.com\/wp-json\/wp\/v2\/tags?post=66566"},{"taxonomy":"category_partsoff","embeddable":true,"href":"https:\/\/www.techopedia.com\/wp-json\/wp\/v2\/category_partsoff?post=66566"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}