Wireless sensor networks with modular metric spaces

Chistyakov introduced notions of Metric Modular Spaces (MMS) recently. There are motivating chances when integrating the Fixed-Point Theorem (FPT) of MMS into the model and function of a Wireless Sensor Network (WSN), particularly when it comes to reformation network functions, routing algorithms, and data aggregation methods. In WSN data communication, security is a dynamic problem. Dynamic routing algorithms improve data security without requiring any added information by finding the shortest path for data transmission between two connected data packets. Applications requiring remote environmental condition monitoring are increasingly using WSN. Specifically, dense WSNs are evolving as a critical detecting stage for the Internet of Things (IoT). WSN can form the raw data, and to assure effective data transfer, a network model and effective node direction are required. Data aggregation is a method used by WSN to design a data fusion policy, and minimum data is transmitted inside the network. The study’s objective is the existence and uniqueness of FPT in MMS via integral type contraction. Also, the iteration of Fixed Points (FP) of Contracts in Settings in MMS was studied in this paper.

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Publication Details

Journal
Journal of Interdisciplinary Mathematics
Published
2025-01-01
DOI
https://doi.org/10.47974/jim-2109
Primary Topic
Artificial Immune Systems Applications
Type
article
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article

Wireless sensor networks with modular metric spaces

Muhammad Qasim, Pankaj Dadheech, Swapna Siddamsetti, Krishnamoorthy Dinesh et al.
Journal of Interdisciplinary Mathematics
Artificial Immune Systems Applications
article

Wireless sensor networks with modular metric spaces

Muhammad Qasim, Pankaj Dadheech, Swapna Siddamsetti, Krishnamoorthy Dinesh, Sudhakar Sengan, V. Velmurugan, Narne Sravanthi
article en

Abstract

Chistyakov introduced notions of Metric Modular Spaces (MMS) recently. There are motivating chances when integrating the Fixed-Point Theorem (FPT) of MMS into the model and function of a Wireless Sensor Network (WSN), particularly when it comes to reformation network functions, routing algorithms, and data aggregation methods. In WSN data communication, security is a dynamic problem. Dynamic routing algorithms improve data security without requiring any added information by finding the shortest path for data transmission between two connected data packets. Applications requiring remote environmental condition monitoring are increasingly using WSN. Specifically, dense WSNs are evolving as a critical detecting stage for the Internet of Things (IoT). WSN can form the raw data, and to assure effective data transfer, a network model and effective node direction are required. Data aggregation is a method used by WSN to design a data fusion policy, and minimum data is transmitted inside the network. The study’s objective is the existence and uniqueness of FPT in MMS via integral type contraction. Also, the iteration of Fixed Points (FP) of Contracts in Settings in MMS was studied in this paper.

Journal of Interdisciplinary MathematicsVol. 28(2)
Openalex Percentile: Top 95%
Artificial Immune Systems Applications
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Wireless sensor networks with modular metric spaces — Muhammad Qasim, Pankaj Dadheech, et al. · Journal of Interdisciplinary Mathematics (2025) | TGRS Research Map | TGRS