Article
Engineering, Multidisciplinary
Tantong Zhang
Summary: This paper proposes research on energy prediction and intelligent routing algorithms for wireless sensor networks in the development of 6G networks. It focuses on improving network transmission efficiency and coverage.
ALEXANDRIA ENGINEERING JOURNAL
(2023)
Article
Computer Science, Information Systems
Vishal Kumar Arora, Vishal Sharma
Summary: The proposed Energy Balanced Multi-hop Routing Scheme (EBMRS) effectively improves the energy efficiency of Wireless Sensor Networks and increases network lifetime by 40%. By optimizing Cluster-Head selection and data transmission communication, the scheme prevents unbalanced cluster formation.
PEER-TO-PEER NETWORKING AND APPLICATIONS
(2021)
Article
Computer Science, Information Systems
Mohamed Elshrkawey, Hassan Al-Mahdi, Walid Atwa
Summary: This paper proposes a routing algorithm based on a novel RPSO algorithm and a new fitness function. The evaluation and comparison results demonstrate that this algorithm outperforms others in terms of convergence speed and global optimum identification, and it successfully improves performance metrics such as network lifetime, energy consumption, and data throughput in wireless sensor networks.
JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES
(2022)
Article
Computer Science, Information Systems
Yao Zhang, Jianpeng Xie, Yang Liu, Chaoqun Li, Jing Xiao, Hongliang Ma, Jie Zhou
Summary: This study proposes a new structural model for clustering design and introduces an immune chaotic adaptive evolutionary algorithm (ICAEA) to improve the lifetime and energy consumption of wireless sensor networks. Experimental results show that ICAEA algorithm outperforms existing clustering methods in terms of network lifetime and energy consumption.
JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES
(2022)
Article
Computer Science, Information Systems
Akhilesh Panchal, Rajat Kumar Singh
Summary: The new Energy Efficient Hybrid Clustering and Hierarchical Routing (EEHCHR) algorithm in Wireless Sensor Network (WSN) achieves the goals of energy savings, extended network lifetime, and improved coverage. By introducing a new adaptive and hybrid clustering scheme and hierarchical packet routing strategy, it effectively reduces network energy consumption.
Article
Telecommunications
Yu Xiuwu, Li Ying, Liu Yong, Yu Hao
Summary: This paper proposes a WSN clustering routing algorithm based on hybrid genetic tabu search (CRGT) to effectively prolong the lifetime of wireless sensor network and balance network energy consumption. The algorithm optimizes the threshold function for cluster head election, balances node energy through cost function in clustering stage, and selects the optimal path with least energy consumption using hybrid genetic tabu search algorithm. The simulation results show that the CRGT algorithm effectively prolongs network lifetime and balances energy consumption.
WIRELESS PERSONAL COMMUNICATIONS
(2022)
Article
Computer Science, Theory & Methods
Kim Khanh Le-Ngoc, Quan Thanh Tho, Thang Hoai Bui, Amir Masoud Rahmani, Mehdi Hosseinzadeh
Summary: Wireless sensor networks are important for monitoring events in specific environments. Clustering can improve data transmission efficiency and reduce energy consumption. This paper proposes an efficient distributed multi-level clustering scheme using a fuzzy logic controller, and improves its effectiveness through optimization. Experimental results show that this approach outperforms other methods.
FUZZY SETS AND SYSTEMS
(2022)
Article
Computer Science, Theory & Methods
Noureddine Moussa, Edmond Nurellari, Kebira Azbeg, Abdellah Boulouz, Karim Afdel, Lahcen Koutti, Mohamed Ben Salah, Abdelbaki El Belrhiti El Alaoui
Summary: This paper proposes an application-specific Routing Protocol based on Reinforcement Learning (RL) for Software Defined Network (SDN)-enabled WSN forest fire detection (RPLS). The protocol optimizes energy consumption and ensures real time responsiveness by using a clustering algorithm and RL-based reward function. Simulation results show significant improvements in network operational lifetime and response time.
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
(2023)
Article
Engineering, Electrical & Electronic
Yindi Yao, Dangyuan Xie, Ying Li, Chen Wang, Yangli Li
Summary: A wireless sensor network routing protocol based on improved archimedes optimization algorithm (IAOAR) is proposed in this paper to reduce energy consumption and improve node survival. This protocol selects appropriate initial clusters and adjusts cluster head positions using virtual force, as well as constructs the shortest transmission path using an improved ant colony algorithm, thus prolonging the network's lifetime.
IEEE SENSORS JOURNAL
(2022)
Article
Engineering, Electrical & Electronic
Jingze Ding, Haozhen Wang, Yuanming Wu
Summary: This paper models a selective forwarding attack of smart malicious nodes using a reinforcement learning algorithm and designs a double-threshold density peaks clustering algorithm for effective detection of the attack. Abnormal nodes and suspicious nodes are identified and isolated through continuous abnormalities and neighbor voting. The simulation results show that the proposed algorithm has a low false detection rate and improves the network throughput under a harsh environment.
IEEE SENSORS JOURNAL
(2022)
Article
Computer Science, Information Systems
Sara Nasirian, Paola Pierleoni, Alberto Belli, Marco Mercuri, Lorenzo Palma
Summary: The widespread use of wireless sensor networks has led to the need for solutions to overcome their shortcomings, particularly the issue of energy shortage. Among various proposed schemes, cluster-based routing protocols have shown promising results but still require improvements in energy consumption reduction and network lifetime prolongation. This paper introduces a novel cluster-based hierarchical routing protocol called Pizzza, which forms minimum spanning trees within each sector-shaped cluster and allows only eligible nodes to act as cluster heads. The application of Pizzza has resulted in increased network lifetime and enhanced residual energy compared to other protocols.
Article
Computer Science, Hardware & Architecture
Manish Kumar Singh, Amit Choudhary, Sandeep Gulia, Anurag Verma
Summary: This paper proposes a hybrid data routing protocol for UAV-assisted wireless sensor networks, optimizing the UAV's flight trajectory while achieving energy-efficient data communication, and utilizing multi-objective optimization algorithms to achieve the optimal flight trajectory.
JOURNAL OF SUPERCOMPUTING
(2023)
Article
Computer Science, Information Systems
Ning Ma, Hang Zhang, Hang Hu, Yuan Qin
Summary: This article proposes an energy-saving clustering protocol based on adaptive Voronoi dividing, named energy-saving clustering by Voronoi adaptive dividing (ESCVAD) protocol, which effectively balances energy consumption between nodes, extends network lifetime, and improves energy efficiency.
IEEE INTERNET OF THINGS JOURNAL
(2022)
Article
Computer Science, Information Systems
Geeranuch Woraphonbenjakul, Quang Tuan Do, Sungrae Cho
Summary: This paper proposes an improved threshold-sensitive stable election protocol (TSEP) for wireless sensor networks design. By assigning probability weights based on residual energy, the proposed protocol categorizes sensor nodes into four different initial energy levels, resulting in significant improvements in stability period and network lifetime compared to previous protocols.
HUMAN-CENTRIC COMPUTING AND INFORMATION SCIENCES
(2023)
Article
Computer Science, Information Systems
Ikram Daanoune, Baghdad Abdennaceur, Abdelhakim Ballouk
Summary: The paper introduces the popular hierarchical routing protocol LEACH in Wireless Sensor Networks (WSN), which reduces energy consumption by grouping sensor nodes into clusters and electing CHs. The study provides a detailed exploration of LEACH descendant clustering protocols, comparisons with other surveys, comparative analysis, and recommendations for future research in WSN.
Article
Computer Science, Hardware & Architecture
Li Liu, Guangjie Han, Jiawei Shen, Wenbo Zhang, Yuxin Liu
MOBILE NETWORKS & APPLICATIONS
(2019)
Article
Computer Science, Hardware & Architecture
Bingxian Lu, Lei Wang, Jialin Liu, Wei Zhou, Linlin Guo, Myeong-Hun Jeong, Shaowen Wang, Guangjie Han
MOBILE NETWORKS & APPLICATIONS
(2019)
Article
Computer Science, Information Systems
Gangyong Jia, Guangjie Han, Hongtianchen Xie, Jiaxin Du
IEEE INTERNET OF THINGS JOURNAL
(2019)
Article
Computer Science, Theory & Methods
Weiwei Yuan, Kangya He, Guangjie Han, Donghai Guan, Asad Masood Khattak
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
(2019)
Article
Chemistry, Analytical
Wenbo Zhang, Jing Wang, Guangjie Han, Xinyue Zhang, Yongxin Feng
Article
Computer Science, Artificial Intelligence
Zhenquan Qin, Jiaxin Du, Guangjie Han, Gaopeng Yong, Linlin Guo, Lei Wang
Article
Computer Science, Theory & Methods
Yu He, Guangjie Han, Hao Wang, James Adu Ansere, Whenbo Zhang
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
(2019)
Article
Computer Science, Information Systems
Gangyong Jia, Guangjie Han, Jiaxin Du, Sammy Chan
IEEE INTERNET OF THINGS JOURNAL
(2019)
Article
Computer Science, Information Systems
Gangyong Jia, Yujie Zhu, Guangjie Han, Sammy Chan, Lei Shu
ENTERPRISE INFORMATION SYSTEMS
(2020)
Article
Computer Science, Information Systems
Guangjie Han, Mengting Xu, Yu He, Jinfang Jiang, James Adu Ansere, Wenbo Zhang
INFORMATION SCIENCES
(2019)
Article
Computer Science, Information Systems
Xinpeng Li, Yuexing Peng, Guangjie Han, Hanxu Sun, Bo Yan
JOURNAL OF INTERNET TECHNOLOGY
(2019)
Article
Telecommunications
Aohan Li, Guangjie Han, Tomoaki Ohtsuki
IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING
(2019)
Article
Computer Science, Information Systems
Tongwei Zhang, Guangjie Han, Zeren Zhou, Jinfang Jiang, Lei Shu
Article
Geochemistry & Geophysics
Hu Gui, Li Juan, Han GuangJie
CHINESE JOURNAL OF GEOPHYSICS-CHINESE EDITION
(2019)
Article
Computer Science, Information Systems
Wangui Yuan, Guangjie Han
