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Smart Waste Collection System with Low Consumption LoRaWAN Nodes and Route Optimization

Álvaro Lozano, Javier Caridad, Juan De Paz, Gabriel Villarrubia González, Javier Bajo
2018 Sensors  
It consists of a network of low-cost, low energy consumption and wireless intelligent sensors, a platform with a fleet management system, a system to optimize collection routes, a monitoring web application  ...  Finally, Section 5 exposes a discussion about results in node and sensor consumption tests, the selected network coverage and the proposed system of route optimization.  ...  Acknowledgments: Álvaro Lozano is supported by a pre-doctoral fellowship from the University of Salamanca and Banco Santander.  ... 
doi:10.3390/s18051465 pmid:29738472 pmcid:PMC5982603 fatcat:pq6tassc2bcxxhmg7dowk2qwf4

Sensor-Based Solid Waste Handling Systems: A Survey

S. Vishnu, S. R. Jino Ramson, M. S. S. Rukmini, Adnan M. Abu-Mahfouz
2022 Sensors  
However, Smart sensors and wireless technology enable cyber-physical systems to automate solid waste management, which will revolutionize the industry.  ...  A sudden change is indispensable in the existing systems that are developed for the collection, transportation, and disposal of solid waste, which are entangled in turmoil.  ...  The collected data are sent to a remote server for the analysis and waste collection route optimization. A smart garbage bin for streets is presented in [46] .  ... 
doi:10.3390/s22062340 pmid:35336511 pmcid:PMC8949905 fatcat:3aqhoakujbaunkqdm2tf5vxcka

A Multi-Layer LoRaWAN Infrastructure for Smart Waste Management

David Baldo, Alessandro Mecocci, Stefano Parrino, Giacomo Peruzzi, Alessandro Pozzebon
2021 Sensors  
of the Smart City ecosystem (i.e., the Smart Waste Management).  ...  The lowest level of this architecture is occupied by smart bins that simply collect data about their status.  ...  In so doing, waste collection routes may be dynamically optimized thus decreasing associated costs. Concerning users authentication, Ref.  ... 
doi:10.3390/s21082600 pmid:33917255 pmcid:PMC8068086 fatcat:425fkakmk5e2zbbqfvny7aub4i

Multi-Layered Energy Efficiency in LoRa-WAN Networks: A Tutorial

Imane Cheikh, Rachid Aouami, Essaid Sabir, Mohamed Sadik, Sebastien Roy
2022 IEEE Access  
It has allowed broad deployment and unlocked new IoT applications such as smart cities, asset tracking, etc.  ...  Low Power Wide Area Networks (LPWANs) define a class of wireless communication technologies seen as highly relevant for future IoT development given its long communication range, low-cost devices and interesting  ...  He is interested in codesign, modeling and synthesis of embedded systems, autonomous/intelligent systems with applications to smart farming, smart health, smart environment, smart and green energy, and  ... 
doi:10.1109/access.2021.3140107 fatcat:vn3wdjxilzca7aocjojhermlve

IoT-Enabled Solid Waste Management in Smart Cities

S. Vishnu, Jino S. R. Ramson, Samson Senith, Theodoros Anagnostopoulos, Adnan M. Abu-Mahfouz, Xiaozhe Fan, S. Srinivasan, A. Alfred Kirubaraj
2021 Smart Cities  
This work proposes an IoT-enabled solid waste management system for smart cities to overcome the limitations of the traditional waste management systems.  ...  To validate the proposed system architecture, the following significant experiments were conducted: (a) Eight trash bins were equipped with PBLMUs and connected to a LoRaWAN network and another eight trash  ...  A waste treatment and management system based on LoRaWAN technology is proposed in [29] , a path optimization for the waste collection trucks is also mentioned in this work.  ... 
doi:10.3390/smartcities4030053 fatcat:hwpxmuckabb5plpty5k5twlp4e

Smart trash bin level monitoring system

N. Malathy, D. Kaviyaadharshani, S. Ashifa
2022 International Journal of Health Sciences  
The proposed system describes the creation and validation of a self-powered, LoRaIoT-enabled Smart Trash Bin Level Monitoring System for effective solid waste management (IoT-STBLMS).  ...  The designed system's accuracy, average current consumption and life expectancy, battery charging time, and cost were investigated and published here.  ...  Long-range communication, low power consumption, and dispersed wireless sensor nodes are all advantages of LoRaWAN [9] .  ... 
doi:10.53730/ijhs.v6ns3.7235 fatcat:aqpm7cypefgkxil4zxnz5q4ggi

Design and Experimental Validation of a LoRaWAN Fog Computing Based Architecture for IoT Enabled Smart Campus Applications

Paula Fraga-Lamas, Mikel Celaya-Echarri, Peio Lopez-Iturri, Luis Castedo, Leyre Azpilicueta, Erik Aguirre, Manuel Suárez-Albela, Francisco Falcone, Tiago M. Fernández-Caramés
2019 Sensors  
Moreover, technologies such as Low-Power Wide-Area Networks (LPWANs) have emerged as a promising solution to provide low-cost and low-power consumption connectivity to nodes spread throughout a wide area  ...  A smart campus is an intelligent infrastructure where smart sensors and actuators collaborate to collect information and interact with the machines, tools, and users of a university campus.  ...  These fields include waste collection [81] , water management [82] , energy monitoring [83] , power consumption optimization [84] and sustainability [5] . • Campus user profiling.  ... 
doi:10.3390/s19153287 fatcat:7ofb7ko6hnflfierbjt2qln54y

Waste Management System Using IoT-Based Machine Learning in University

Tran Anh Khoa, Cao Hoang Phuc, Pham Duc Lam, Le Mai Bao Nhu, Nguyen Minh Trong, Nguyen Thi Hoang Phuong, Nguyen Van Dung, Nguyen Tan-Y, Hoang Nam Nguyen, Dang Ngoc Minh Duc
2020 Wireless Communications and Mobile Computing  
By using machine learning and graph theory, the system can optimize the collection of waste with the shortest path.  ...  Our system saves time by finding the best route in the management of waste collection.  ...  In [15] , the authors presented a waste control and management stage to be applied in rural areas using LoRaWAN technology and route optimization.  ... 
doi:10.1155/2020/6138637 fatcat:lhw6bsip5vfhzcme2ztmozqzri

LoRaWAN Communication Protocols: A Comprehensive Survey under an Energy Efficiency Perspective

Konstantina Banti, Ioanna Karampelia, Thomas Dimakis, Alexandros-Apostolos A. Boulogeorgos, Thomas Kyriakidis, Malamati Louta
2022 Telecom  
Long range wide area networks (LoRaWANs) have recently received intense scientific, research, and industrial interest.  ...  critical aspects and research challenges involved in the design of a LoRaWAN communication protocol, under an energy efficiency perspective.  ...  for ISM purposes and its low energy consumption [5] .  ... 
doi:10.3390/telecom3020018 fatcat:vtlpje26d5atxg54qdvhan44cm

Wireless technologies for smart agricultural monitoring using internet of things devices with energy harvesting capabilities

Sebastian Sadowski, Petros Spachos
2020 Computers and Electronics in Agriculture  
According to experimental results, LoRaWAN is the optimal technology to use in an agricultural monitoring system where power consumption and network lifetime are a priority.  ...  Systems that previously required manual operation can be easily replaced with sensors and actuators to automate the process such as irrigation and disease management.  ...  Sensor nodes were developed to function using battery power while relay nodes functioned using solar power. A routing protocol was used in order to route data and increase power savings.  ... 
doi:10.1016/j.compag.2020.105338 fatcat:lrxwvfm5sbejhoxl6s2x2ro3cy

A Survey on Scalable LoRaWAN for Massive IoT: Recent Advances, Potentials, and Challenges [article]

Mohammed Jouhari, El Mehdi Amhoud, Nasir Saeed, Mohamed-Slim Alouini
2022 arXiv   pre-print
Despite its modest Data Rates (DRs), it provides extensive coverage for low-power devices, making it an ideal communication system for many Internet of Things (IoT) applications.  ...  The Chirp Spread Spectrum (CSS) modulation deals with LoRa signals interference and ensures long-range communication.  ...  It allows establishing a smart system as a smart building, smart grid based on battery powred IoT devices requiring a low DR operating with low computation capability.  ... 
arXiv:2202.11082v1 fatcat:ztopv5pverebzem5haubqiy5cq

IPDCA: Intelligent Proficient Data Collection Approach for IoT-Enabled Wireless Sensor Networks in Smart Environments

Walid Osamy, Ahmed M. Khedr, Ahmed A. El-Sawy, Ahmed Salim, Dilna Vijayan
2021 Electronics  
Besides, for selecting D-collectors in smart city settings, we use a multi-objective fitness function that considers the count, travelled distance, and storage of D-collectors to ensure optimal use of  ...  In this paper, we propose an Intelligent Proficient Data Collection Approach (IPDCA) to deliver public data in a large-scale smart city set-up.  ...  -S. and D.V. participated in sorting the experiments, discussed and analyzed the results, performed the experiments and analyzed the results, wrote the paper, discussed the results, and reviewed/edited  ... 
doi:10.3390/electronics10090997 doaj:b1462e8ca65a4668832f15a3ca08a0be fatcat:a5y7yokft5fwlekxfq2qzdkc7i

One-Hop Out-of-Band Control Planes for Low-Power Multi-Hop Wireless Networks [article]

Chaojie Gu, Rui Tan, Xin Lou, Dusit Niyato
2017 arXiv   pre-print
Separation of control and data planes (SCDP) is a desirable paradigm for low-power multi-hop wireless networks requiring high network performance and manageability.  ...  On a testbed of 16 nodes, we demonstrate applying LoRaCP to physically separate the control-plane network of the Collection Tree Protocol (CTP) from its ZigBee-based data-plane network.  ...  A possible concern about LoRaWAN is its low data rate to power consumption ratio (DPR), compared with other lowpower radios.  ... 
arXiv:1712.06056v1 fatcat:m462xwzymrhitnuobnbsrgtaau

A Systematic Review of IoT Solutions for Smart Farming

Emerson Navarro, Nuno Costa, António Pereira
2020 Sensors  
The review aims to identify the main devices, platforms, network protocols, processing data technologies and the applicability of smart farming with IoT to agriculture.  ...  This work uses the preferred reporting items for systematic reviews (PRISMA) methodology to systematically review the existing literature on smart farming with IoT.  ...  In [178] several router nodes are deployed in the crop area in order to optimize the energy consumption of sensor nodes.  ... 
doi:10.3390/s20154231 pmid:32751366 pmcid:PMC7436012 fatcat:r3lawllpq5buhg5pb6qg6wfyqe

Wireless Mesh Networking: An IoT-Oriented Perspective Survey on Relevant Technologies

Antonio Cilfone, Luca Davoli, Laura Belli, Gianluigi Ferrari
2019 Future Internet  
The Internet of Things (IoT), being a "network of networks", promises to allow billions of humans and machines to interact with each other.  ...  Hence, we discuss how these wireless technologies, being either standard or proprietary, can adapt to IoT scenarios (e.g., smart cities and smart agriculture) in which the heterogeneity of the involved  ...  In fact, the collected data are instrumental to the deployment of systems for smart parking monitoring, waste management, street lights, and traffic, air, and public transport management.  ... 
doi:10.3390/fi11040099 fatcat:zsuf2bb35rfe7aqrhewcy56vqy
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