Design of Algorithm for IoT-Based Application: Case Study on Intelligent Transport Systems

Jayanthi Ganapathy ()
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Jayanthi Ganapathy: Anna University

Chapter Chapter 11 in Internet of Things, 2021, pp 227-249 from Springer

Abstract: Abstract Internet of Things (IoT) is a platform governed by information and communication technologies that facilitates affordable data communication among heterogeneous devices in large scale. However, computation-rich applications running on IoT need specific considerations as user response plays key role in critical situations particularly in transportation, health care, and smart cities. In this view, this chapter explains in detail characteristics of various software components that are in use in IoT over existing communication networks and presents various problem-solving techniques for IoT applications in intelligent transport systems. Further, the role of algorithms and computational structures for development of efficient IoT application is illustrated in detail with three real-time case studies in transportation domain.

Keywords: Machine learning; Spatial; Temporal; Time series forecasting; Transportation; Traffic engineering; Intelligent systems (search for similar items in EconPapers)
Date: 2021
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Persistent link: https://EconPapers.repec.org/RePEc:spr:isochp:978-3-030-70478-0_11

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DOI: 10.1007/978-3-030-70478-0_11

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