Article
Telecommunications
Vu Khanh Quy, Vi Hoai Nam, Dao Manh Linh, Nguyen Tien Ban, Nguyen Dinh Han
Summary: The study investigates the convergence of WSN and MANET in the IoT and examines how a converged network can provide QoS guarantees for multimedia applications. It surveys QoS-guaranteed routing protocols for WSN-MANETs proposed in the IEEE Xplore Digital Library over the past decade, and suggests future research directions based on the findings.
WIRELESS PERSONAL COMMUNICATIONS
(2021)
Article
Telecommunications
I Kala, S. Karthik, K. Srihari
Summary: The quality of service (QoS) is an important attribute in evaluating the overall efficiency of wireless sensor networks (WSN). WSNs face challenges in terms of limited resources and communication. They play a crucial role in various applications, including multimedia, and the proposed QoS-VCR algorithm helps conserve energy.
WIRELESS PERSONAL COMMUNICATIONS
(2022)
Article
Computer Science, Artificial Intelligence
Ke Zhang
Summary: Wireless sensor networks (WSNs) are networks formed by organizing and combining tens of thousands of sensor nodes freely through wireless communication technology. WSNs are commonly affected by various attacks, such as identity theft, black holes, wormholes, protocol spoofing, etc. This study proposes a Quality of Service (QoS) security mechanism to select multiple dual-layer guard nodes at different paths of the WSN based on the path qualities to detect wormholes, ensuring economic and efficient network communication with different quality levels.
PEERJ COMPUTER SCIENCE
(2023)
Article
Computer Science, Information Systems
Issam Al-Nader, Aboubaker Lasebae, Rand Raheem, Ali Khoshkholghi
Summary: The multiple objective optimisation challenges in wireless sensor networks are addressed using a LSTM model, which proves to be superior to the SOFM-based algorithm in terms of coverage and network lifetime.
Article
Computer Science, Theory & Methods
Chenyi Liu, Pingfei Wu, Mingwei Xu, Yuan Yang, Nan Geng
Summary: Emerging applications create critical QoS requirements for the Internet. The advancements in flow classification technologies, software-defined networks (SDN), and programmable network devices enable fast identification of users' requirements and control of routing for fine-grained traffic flows. However, the problem of optimizing forwarding paths for traffic flows with multiple QoS requirements in an online fashion has not been adequately addressed. To tackle this problem, we propose DRL-OR-S, a highly scalable online routing algorithm that utilizes multi-agent deep reinforcement learning to learn suitable routing strategies for different flow requirements.
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS
(2023)
Article
Computer Science, Information Systems
Paul Sanmartin, Karen Avila, Sebastian Valle, Javier Gomez, Daladier Jabba
Summary: This paper introduces a novel SDN architecture SBR using RPL and SIGMA to address IoT and WSN issues, with simulations showing better performance compared to architectures without SIGMA. The research also demonstrates the efficient management of IoT networks using SDN.
Article
Computer Science, Information Systems
A. Vinitha, M. S. S. Rukmini, Dhirajsunehra
Summary: This work proposes an energy-efficient multi-hop routing method in WSN called Taylor C-SSA, which selects energy-efficient cluster heads using LEACH protocol and utilizes Taylor C-SSA for selecting the optimal hop. It also introduces a trust model for security-aware multi-hop routing.
JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES
(2022)
Article
Automation & Control Systems
Yinghui Zhang, Jiamin Wu, Mingli Liu, Aiping Tan
Summary: This article introduces a routing scheduling method based on TSN for IIoT applications in underground mining. By defining the multi-hop routing cooperative scheduling problem S and proposing two algorithms, it guarantees the real-time and reliability of data transmission. Experimental analysis proves the superiority of the algorithm in terms of delay and jitter.
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE
(2022)
Review
Computer Science, Information Systems
Aparna Ashok Kamble, B. M. Patil
Summary: The article highlights the significance of path optimization strategies in Wireless Sensor Networks and the potential of mobile sink in improving energy efficiency. Research shows that a fixed-speed sink can reduce communication time, but path constraints add complexity to routing.
COMPUTER SCIENCE REVIEW
(2021)
Article
Computer Science, Interdisciplinary Applications
N. Mahesh, S. Vijayachitra
Summary: This paper presents a data aggregation technique for a WSN-based IoT network, which involves simulating WSN-based IoT nodes, performing multipath routing, and using the HABLMS algorithm for data aggregation. The proposed HABLMS algorithm helps achieve optimal data aggregation in a WSN-based IoT network, and the developed DECSA+HABLMS offers superior performance with a minimal prediction error of 0.0147.
ADVANCES IN ENGINEERING SOFTWARE
(2022)
Article
Computer Science, Hardware & Architecture
Peeyush Tewari, Sandesh Tripathi
Summary: In this research, a neuro-fuzzy approach to energy-efficient routing (NFEER) for IoT-enabled WSNs is proposed. The NFEER takes into account multiple parameters such as the distance between cluster head and sink, cluster size, and residual energy of cluster head to find the most efficient path across the network, mitigating the hotspot issue. Extensive simulations demonstrate that the NFEER extends the stability period by 27.98%, 13.97%, and 10.91% compared to existing protocols, resulting in enhanced stability duration, residual energy, network lifetime, and throughput.
JOURNAL OF SUPERCOMPUTING
(2023)
Article
Computer Science, Hardware & Architecture
Mona Sayed Abdul-Karim, Kamel Hussien Rahouma, Khalid Nasr
Summary: This paper presents a hardware implementation of a novel framework for realizing the trade-off between security and QoS in wireless sensor networks. An intrusion detection unit and a resources status unit are developed to evaluate the hostility of the operating environment and the available resources. The control unit then selects the appropriate level of security, considering different combinations of cryptographic algorithms and available resources. The framework enhances QoS through hardware implementation and maintaining object resources.
MICROPROCESSORS AND MICROSYSTEMS
(2022)
Article
Computer Science, Information Systems
Ishtiaq Wahid, Sadaf Tanvir, Masood Ahmad, Fasee Ullah, Ahmed S. AlGhamdi, Murad Khan, Sultan S. Alshamrani
Summary: Vehicular ad hoc networks (VANETs) are becoming increasingly important in the field of intelligent transportation systems, with continuous research and proposed routing schemes to enhance functionality. Surveys of routing schemes proposed in the past eight years help new scholars understand the existing state-of-the-art systems and analyze them.
Article
Engineering, Electrical & Electronic
Shukun Jin, Yawen Xie, Yanzi Gao, Guohui Zhou, Wei Zhang, Shuaiwen Tang, Wei He
Summary: This paper focuses on the impact of disturbance factors on the reliability evaluation of wireless sensor network data, using temporal correlation and spatial correlation as reliability indicators, proposing a model based on the evidence reasoning rule to analyze data reliability.
JOURNAL OF SENSORS
(2021)
Article
Computer Science, Information Systems
P. Vijayalakshmi, K. Selvi, K. Gowsic, K. Muthumanickam
Summary: The paper proposes a novel method to reduce route misdirection and increase network throughput through flow control and QoS routing phases. By utilizing an improved Random Waypoint Mobility model with three metrics, the method effectively avoids misrouted packets and enhances network performance.