An IoT-based smart cities infrastructure architecture applied to a waste management scenario

Marques, Patric; Manfroi, Diogo; Deitos, Eduardo; Cegoni, Jonatan; Castilhos, Rodrigo; Rochol, Juergen; Pignaton, Edison; Kunst, Rafael

doi:10.1016/j.adhoc.2018.12.009

Cited by 122 publications

(51 citation statements)

References 7 publications

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“…In another case with the aim of improving energy efficiency and reducing the response time, Marques et al 110 evaluate power consumption of MQTT, CoAP, and HTTP to find out the best fit protocol for waste management scenario. Based on presented evaluations, MQQT obtained the best results.…”

Section: Classification Of Challengesmentioning

confidence: 99%

Internet of Things architecture challenges: A systematic review

Nikoui

Rahmani

Balador

et al. 2020

Int J Communication

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The Internet of Things (IoT) is a rapidly growing trend within many domains, such as automotive, avionics, automation, energy, and health. IoT architecture is the system of numerous elements, including sensors, protocols, actuators, cloud services, and layers. IoT architecture plays an important role to provide desired services. Nowadays, tens of IoT architectures are provided by the research community. Many challenges have been identified by the research community, including interoperability, security and privacy, reliability, energy constraints, scalability, and lack of common standards. However, to provide suitable IoT architecture, the importance and priority of requirements in different scenarios may vary, and requirement analysis should be regarded. To this end, this paper presents a systematic mapping survey to give a review of IoT architecture and provide a structured overview of research trends. Moreover, a technical taxonomy is presented for these challenges according to reviewed studies. This classification model can be used as a guideline for future works.

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Section: Classification Of Challengesmentioning

confidence: 99%

Internet of Things architecture challenges: A systematic review

Nikoui

Rahmani

Balador

et al. 2020

Int J Communication

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“…Al‐Jubori et al [29] have used ArcGIS‐based dynamic routing in municipal waste collection. Marques et al [30] have presented IoT‐based smart cities network infrastructure architecture for waste management.…”

Section: Related Workmentioning

confidence: 99%

IoT cloud‐based cyber‐physical system for efficient solid waste management in smart cities: a novel cost function based route optimisation technique for waste collection vehicles using dustbin sensors and real‐time road traffic informatics

Mishra

Ray

2020

IET cyber-phys. syst.

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IoT cloud-based connected smart dustbins (equipped with sensors) are imperative for efficient waste management in smart city. Municipal agencies can reduce the use of both man and machine by cutting down their overall waste collection route distance as well as number of waste collection vehicles (WCVs) by deploying this proposed cyber-physical system for route optimization of WCVs with capacitated vehicle-routing model. A novel cost function is mathematically modelled using data from dustbin-sensors and real-time road-traffic with modified Dijkstra's algorithm for optimisation of WCVs routes. Amount of solid waste in the dustbin (GC in %), rate of the filling (ΔG) and real-time/dynamic road traffic information from Google distance matrix advanced application programming interface (API) are used for estimation of the optimised route for WCVs. Optimisation goal of this work is to reduce both capital expense (CapEx) and operational expense (OpEx) of solid waste collection in the city by cutting the WCV fleet size and reducing overall distance covered by WCVs. The proposed route optimisation technique is analytically simulated for Bhubaneswar smart city and the result shows 30.28% saving in overall WCVs route distance and hence reducing OpEx around 29.07% and CapEx around 26.83% by reducing WCV fleet size.

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“…An important aspect to be considered in this work is data confidentiality, since the garbage of a person or family can contain sensitive information. Regarding this issue, the authors of some studies considered the usage of secure communication protocols such as https in their solutions [50].…”

Section: Waste Managementmentioning

confidence: 99%

A Comprehensive Study of the Use of LoRa in the Development of Smart Cities

Andrade

Yoo

2019

Applied Sciences

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The New Urban Agenda (Agenda 2030) adopted at the United Nations Conference related to Sustainable Urban Development (Habitat III) in the year 2016 has the goal of prompting cities to achieve the identified Sustainable Development Goals by the year 2030. In this context, cities can experiment strategies of circular economy for the optimization of resources, waste reduction, reuse, and recycling. The data generated by the components of an Internet of Things (IoT) ecosystem can contribute in two relevant ways to a smart city model: (1) by the generation of a circular economy and (2) by the creation of intelligence to improve the decision-making processes by citizens or city managers. In this context, it is in our interest to understand the most relevant axes of the research related to IoT, particularly those based on the LoRa technology. LoRa has attracted the interest of researchers because it is an open standard and contributes to the development of sustainable smart cities, since they are linked to the concepts of a circular economy. Additionally, the intention of this work is to identify the technological or practical barriers that hamper the development of solutions, find possible future trends that could exist in the context of smart cities and IoT, and understand how they could be exploited by the industry and academy.

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An IoT-based smart cities infrastructure architecture applied to a waste management scenario

Cited by 122 publications

References 7 publications

Internet of Things architecture challenges: A systematic review

Internet of Things architecture challenges: A systematic review

IoT cloud‐based cyber‐physical system for efficient solid waste management in smart cities: a novel cost function based route optimisation technique for waste collection vehicles using dustbin sensors and real‐time road traffic informatics

A Comprehensive Study of the Use of LoRa in the Development of Smart Cities

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