An IoT-Based System Architecture for Environmental Monitoring

Pattanayak, Binod Kumar; Nohur, Deojeet; Cowlessur, Sanjeev K.; Mohanty, Rajani Kanta

doi:10.1007/978-981-33-4299-6_42

Cited by 6 publications

(3 citation statements)

References 10 publications

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“…The environmental section has suffered from various issues and challenges related to air quality, clear and drinking water availability, and pollution [ 1 , 2 ]. Two of the significant requirements of a human being are clean and fresh air and water.…”

Section: Introductionmentioning

confidence: 99%

Data Analytics, Self-Organization, and Security Provisioning for Smart Monitoring Systems

Anwar

Qureshi²,

Nagmeldin³

et al. 2022

Sensors

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Internet availability and its integration with smart technologies have favored everyday objects and things and offered new areas, such as the Internet of Things (IoT). IoT refers to a concept where smart devices or things are connected and create a network. This new area has suffered from big data handling and security issues. There is a need to design a data analytics model by using new 5G technologies, architecture, and a security model. Reliable data communication in the presence of legitimate nodes is always one of the challenges in these networks. Malicious nodes are generating inaccurate information and breach the user’s security. In this paper, a data analytics model and self-organizing architecture for IoT networks are proposed to understand the different layers of technologies and processes. The proposed model is designed for smart environmental monitoring systems. This paper also proposes a security model based on an authentication, detection, and prediction mechanism for IoT networks. The proposed model enhances security and protects the network from DoS and DDoS attacks. The proposed model evaluates in terms of accuracy, sensitivity, and specificity by using machine learning algorithms.

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Section: Introductionmentioning

confidence: 99%

Data Analytics, Self-Organization, and Security Provisioning for Smart Monitoring Systems

Anwar

Qureshi²,

Nagmeldin³

et al. 2022

Sensors

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“…WSN, on the other hand, is suitable for long‐term data acquisition and has been used in a variety of working disciplines. Similarly, WSN is becoming more and more popular due to its ability to interface with diverse IoT applications for long‐term data collection 4,5 …”

Section: Introductionmentioning

confidence: 99%

“…Similarly, WSN is becoming more and more popular due to its ability to interface with diverse IoT applications for long-term data collection. 4,5 WSN consists of numerous sensor nodes that can sense, process, and communicate data with other nodes in the network. The detailed list of acronyms used in this article is given in Table 1.…”

Section: Introductionmentioning

confidence: 99%

Hierarchical stable election protocol for WSN‐based IoT inhabitant and environmental monitoring applications

Jeevanantham

Rebekka

2022

Int J Communication

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Summary Wireless sensor networks (WSNs) play an essential role in IoT applications, especially for long‐term data gathering and monitoring applications. The deployment field and the limited energy sources are two critical constraints directly influencing WSN lifespan, and both must be considered while designing a routing protocol for WSN‐based IoT applications. Routing the data consumes a significant amount of energy in such an extensive network. Several hierarchical clustering protocols have been developed in recent years to address this purpose. We propose a new hierarchical stable election protocol (HISEP), an improved version of the Stable Election Protocol (SEP) equipped with the Dual CH election algorithm using a new enhanced threshold formula. Accepting nodes' heterogeneity and incorporating Voronoi‐based cluster formation ensures that the 2D/3D WSN network stays alive for an extended period and the HISEP algorithm will be suitable for habitat tracking and environmental monitoring applications. The simulation results show that the proposed algorithm outperforms other protocols in terms of routing efficiency and network lifespan.

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Sustainable Environment with Technological Intervention: Benefits and Challenges

Pachouri,

Kathuria,

Gehlot

et al. 2023

2023 3rd International Conference on Pervasive Computing and Social Networking (ICPCSN)

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An IoT-Based System Architecture for Environmental Monitoring

Cited by 6 publications

References 10 publications

Data Analytics, Self-Organization, and Security Provisioning for Smart Monitoring Systems

Data Analytics, Self-Organization, and Security Provisioning for Smart Monitoring Systems

Hierarchical stable election protocol for WSN‐based IoT inhabitant and environmental monitoring applications

Sustainable Environment with Technological Intervention: Benefits and Challenges

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