Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey

The proliferation of IoT in cities, combined with Digital Twins, creates a rich data foundation for Smart Cities aimed at improving urban life and operations. Generative AI (GenAI) significantly enhances this potential, moving beyond traditional AI analytics and predictions by processing multimodal content and generating novel outputs like text and simulations. Using specialized or foundational models, GenAI's natural language abilities such as Natural Language Understanding (NLU) and Natural Language Generation (NLG) can power tailored applications and unified interfaces, dramatically lowering barriers for users interacting with complex smart city systems. In this paper, we focus on GenAI applications based on conversational interfaces within the context of three critical user archetypes in a Smart City - Citizens, Operators and Planners. We identify and review GenAI models and techniques that have been proposed or deployed for various urban subsystems in the contexts of these user archetypes. We also consider how GenAI can be built on the existing data foundation of official city records, IoT data streams and Urban Digital Twins. We believe this work represents the first comprehensive summarization of GenAI techniques for Smart Cities from the lens of the critical users in a Smart City.

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Published
2025-08-04
DOI
https://doi.org/10.1109/coins65080.2025.11125750
Citations
2
Primary Topic
Human Mobility and Location-Based Analysis
Type
article
Field-Weighted Citation Impact
4.35
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article

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey

Sanjay Surendranath Girija, Abhishek Raj, Dipen Pradhan, Shashank Kapoor et al.
2 citations
Human Mobility and Location-Based Analysis
4.35
article

Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey

Sanjay Surendranath Girija, Abhishek Raj, Dipen Pradhan, Shashank Kapoor, Ankit Shetgaonkar, Lakshit Arora
article en
2 citations

Abstract

The proliferation of IoT in cities, combined with Digital Twins, creates a rich data foundation for Smart Cities aimed at improving urban life and operations. Generative AI (GenAI) significantly enhances this potential, moving beyond traditional AI analytics and predictions by processing multimodal content and generating novel outputs like text and simulations. Using specialized or foundational models, GenAI's natural language abilities such as Natural Language Understanding (NLU) and Natural Language Generation (NLG) can power tailored applications and unified interfaces, dramatically lowering barriers for users interacting with complex smart city systems. In this paper, we focus on GenAI applications based on conversational interfaces within the context of three critical user archetypes in a Smart City - Citizens, Operators and Planners. We identify and review GenAI models and techniques that have been proposed or deployed for various urban subsystems in the contexts of these user archetypes. We also consider how GenAI can be built on the existing data foundation of official city records, IoT data streams and Urban Digital Twins. We believe this work represents the first comprehensive summarization of GenAI techniques for Smart Cities from the lens of the critical users in a Smart City.

Google (United States) (US)
Sustainable cities and communities
Openalex Percentile: Top 6%
Human Mobility and Location-Based Analysis
4.35
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Opportunities and Applications of GenAI in Smart Cities: A User-Centric Survey — Sanjay Surendranath Girija, Abhishek Raj, et al. · (2025) | TGRS Research Map | TGRS