Article
Computer Science, Information Systems
Tryfon Theodorou, Lefteris Mamatas
Summary: The Internet of Things brings new potentials in everyday life activities, and SD-MIoT is an SDN solution designed for mobile IoT environments, providing more informed and bespoke routing control.
IEEE INTERNET OF THINGS JOURNAL
(2021)
Review
Computer Science, Information Systems
Walid Osamy, Ahmed M. Khedr, Ahmed Salim, Amal Ibrahim Al Ali, Ahmed A. El-Sawy
Summary: This paper analyzes the research trends of Coverage, Deployment and Localization challenges in Wireless Sensor Networks (WSN) concerning the use of Artificial Intelligence (AI) methods for enhancement. It provides a comprehensive discussion on recent studies that utilized various AI methods in WSN and offers a general evaluation and comparison of these methods. The paper also highlights open research issues and suggests new directions for future research.
Article
Computer Science, Information Systems
Manuel Perez, Fabian Eduardo Sierra-Sanchez, Fabian Chaparro, Diego Mendez Chaves, Carlos-Ivan Paez-Rueda, Gabriel Perilla Galindo, Arturo Fajardo
Summary: This paper presents an experimental comparative evaluation of two emerging LPWAN technologies, LoRaWAN and SigFox, in terms of coverage and energy efficiency. The results show that LoRaWAN outperforms SigFox in terms of coverage, while SigFox demonstrates better energy efficiency.
Article
Computer Science, Artificial Intelligence
Wenfeng Chen, Xinyan Huang
Summary: This research optimizes the application scope of the WCA algorithm by improving its operating mechanism and introducing other optimization strategies, allowing it to optimize multi-objective and multidimensional problems. Additionally, a physical test system and sports intelligent system based on a hybrid wolf pack algorithm and IoT were studied, enabling data collection, processing, and storage for high-precision, low-latency intelligent sports training.
Article
Computer Science, Information Systems
Zhanserik Nurlan, Tamara Zhukabayeva, Mohamed Othman, Aigul Adamova, Nurkhat Zhakiyev
Summary: This article explores the existing methods of interconnecting wireless sensor networks (WSN) and wireless mesh networks (WMN), providing an analytical basis for their relationship. Through definitions, case studies, and challenges, it aims to attract community attention and inspire further research in this field.
Article
Computer Science, Information Systems
Qinbao Xu, Changda Wang
Summary: The article introduces a data provenance scheme based on multigranularity graphs and stepwise refinement, which can effectively improve the efficiency of data trustworthiness evaluation.
IEEE INTERNET OF THINGS JOURNAL
(2022)
Article
Computer Science, Information Systems
Chuyu Li, Kwan-Wu Chin, Changlin Yang
Summary: The research proposes methods for monitoring targets and optimizing data transmission in future Internet of Things networks, including using mixed integer linear programming and heuristic algorithms to improve monitoring quality.
IEEE SYSTEMS JOURNAL
(2021)
Article
Mathematics
Amir Masoud Rahmani, Saqib Ali, Mohammad Sadegh Yousefpoor, Efat Yousefpoor, Rizwan Ali Naqvi, Kamran Siddique, Mehdi Hosseinzadeh
Summary: This study proposed an optimal area coverage method for wireless sensor networks, including calculating overlap, designing fuzzy scheduling, predicting node replacement time, and reconstructing network holes. Simulation results showed that the proposed scheme outperformed other methods in various performance metrics.
Article
Engineering, Electrical & Electronic
F. Fernando Jurado-Lasso, Ken Clarke, Andres Navarro Cadavid, Ampalavanapillai Nirmalathas
Summary: This paper proposes an energy-aware routing algorithm and a control overhead reduction technique for software-defined multihop wireless sensor networks to prolong network lifetime. By leveraging a global view to balance network energy and optimizing key functions, the proposed approach effectively extends network lifetime and reduces control overhead.
IEEE SENSORS JOURNAL
(2021)
Article
Engineering, Multidisciplinary
Yang Bai, Li Cao, Binhe Chen, Yaodan Chen, Yinggao Yue
Summary: In wireless sensor networks, using clustering method and topology optimization technique based on CM-CSA to deal with energy consumption imbalance, short life cycles, and unstable topology. Using enhanced Cauchy mutation crow search algorithm in clustering approach to improve the crow algorithm's convergence speed and prevent settling for the local optimum. The suggested CM-CSA algorithm decreases energy consumption and enhances connectivity performance compared to other algorithms.
Article
Computer Science, Information Systems
Ibrahim S. Alsukayti, Aman Singh
Summary: This research introduces a lightweight and effective solution to detect and mitigate RPL VN attacks, incorporating a collaborative and distributed security scheme into the RPL protocol design. Experimental results demonstrate the secure and reliable nature of this solution, enhancing the protocol's resistance against VN attacks in different scenarios.
Article
Computer Science, Information Systems
Jianghao Yin, Na Deng, Jindan Zhang
Summary: This paper addresses the issue of uneven node distribution in wireless sensor networks (WSN) and proposes a solution method for WSN coverage optimization based on the Yin-Yang pigeon-inspired optimization algorithm. The proposed method achieves effective optimization of WSN coverage by introducing a good point set, combining different optimization algorithms and operator strategies, and adding opposition-based learning.
INTERNET OF THINGS
(2022)
Article
Computer Science, Artificial Intelligence
Samayveer Singh, Aridaman Singh Nandan, Geeta Sikka, Aruna Malik, Pradeep Kumar Singh
Summary: Internet of Things (IoT)-enabled Wireless Sensor Networks is a promising research domain and industrial trend. This paper proposes a genetic algorithm integrated with efficient clustering for power grid applications in IoT-enabled networks. The OptiGeA protocol is developed for cluster heads election based on density, distance, energy, and heterogeneous node's capacity. The investigation analysis of OptiGeA shows superior performance compared to state-of-the-art protocols in terms of stability period, system's residual energy, network lifetime, throughput, and number of clusters per round execution.
Article
Computer Science, Information Systems
Ibrahim S. Alsukayti
Summary: This research paper proposes an innovative approach called Dynamic-RPL to address the challenge of achieving high performance in adverse network conditions. By making limited protocol modifications to RPL, Dynamic-RPL provides effective support for dynamic topology management and maintains high overall network performance.
Article
Computer Science, Information Systems
Voravit Tanyingyong, Robert Olsson, Markus Hidell, Peter Sjodin
Summary: The article introduces the concept of dynamic sinks to address the issues of insufficient number of sink nodes and high energy consumption in sensor networks. It identifies decision mechanisms for activating/deactivating dynamic sinks and explores three decision schemes, ultimately implementing the dynamic sink protocol in the Contiki environment.
IEEE INTERNET OF THINGS JOURNAL
(2022)