Energy Aware Cluster Based Routing Algorithm for Optimal Routing and Fault Tolerance in Wireless Sensor Networks
Sign Up to like & getrecommendations! Published in 2024 at "Journal of Network and Systems Management"
DOI: 10.1007/s10922-024-09806-y
Abstract: In order to prevent the overloading, the routing algorithm aids in building productive paths both within and between clusters. When sending information from the source Internet of Things (IoT) device to a Base Station (BS),… read more here.
Keywords: energy; cluster; energy aware; based routing ... See more keywords
A Novel Hybrid Optimization for Cluster‐Based Routing Protocol in Information-Centric Wireless Sensor Networks for IoT Based Mobile Edge Computing
Sign Up to like & getrecommendations! Published in 2021 at "Wireless Personal Communications"
DOI: 10.1007/s11277-021-08088-w
Abstract: In present days, the utilization of mobile edge computing (MEC) and Internet of Things (IoT) in mobile networks offers a bottleneck in the evolving technological requirements. Wireless Sensors Network (WSN) become an important component of… read more here.
Keywords: cluster; mobile edge; based routing; information centric ... See more keywords
AI-based routing algorithms improve energy efficiency, latency, and data reliability in wireless sensor networks
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-08677-w
Abstract: This paper proposes a modular Artificial Intelligence (AI)-based routing framework for Wireless Sensor Networks (WSNs) that integrates reinforcement learning (RL), supervised learning, and swarm intelligence techniques such as genetic algorithms (GA) and particle swarm optimization… read more here.
Keywords: sensor networks; energy; energy efficiency; based routing ... See more keywords
A Survey on Cluster-Based Routing Protocols for Unmanned Aerial Vehicle Networks
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2018.2885539
Abstract: In recent years, unmanned aerial vehicles (UAVs) have gained popularity for various applications and services in both the military and civilian domains. Multiple UAVs can carry out complex tasks efficiently when they are organized as… read more here.
Keywords: topology; cluster based; survey; based routing ... See more keywords
Reinforcement Learning Based Routing in Networks: Review and Classification of Approaches
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2019.2913776
Abstract: Reinforcement learning (RL), which is a class of machine learning, provides a framework by which a system can learn from its previous interactions with its environment to efficiently select its actions in the future. RL… read more here.
Keywords: routing networks; based routing; reinforcement learning; learning based ... See more keywords
Deep Reinforcement Learning-Based Routing on Software-Defined Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3151081
Abstract: With an exponential increase in network traffic demands requiring quality of services, the need for routing optimization has become more prominent. Recently, the advent of software-defined networking (SDN) technology enables centralized management and operation, and… read more here.
Keywords: network; reinforcement learning; software defined; deep reinforcement ... See more keywords
Deep Reinforcement Learning Based Routing in IP Media Broadcast Networks: Feasibility and Performance
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3182009
Abstract: The media broadcast industry has evolved from Serial Digital Interface (SDI) based infrastructures to IP networks. While IP based video broadcast is well established in the data plane, the use of IP networks to transport… read more here.
Keywords: reinforcement learning; media broadcast; based routing; broadcast ... See more keywords
An Intelligent Machine Learning Based Routing Scheme for VANET
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3190964
Abstract: Today, Vehicular Ad-hoc Networks (VANET) have become an interesting research topic for developing Intelligent Transport Systems. In urban environments, vehicles move continuously and at different speeds, which leads to frequent changes in the network topology.… read more here.
Keywords: routing scheme; intelligent machine; based routing; machine learning ... See more keywords
Multiple QoS Parameters-Based Routing for Civil Aeronautical Ad Hoc Networks
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2017.2669993
Abstract: Aeronautical ad hoc network (AANET) can be applied as in-flight communication systems to allow aircraft to communicate with the ground, in complement to other existing communication systems to support Internet of Things. However, the unique… read more here.
Keywords: based routing; mqspr; parameters based; path ... See more keywords
RL-IoT: Reinforcement Learning-Based Routing Approach for Cognitive Radio-Enabled IoT Communications
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3210703
Abstract: Internet of Things (IoT) devices are widely being used in various smart applications and being equipped with cognitive radio (CR) capabilities for dynamic spectrum allocation. Our objectives in this work are to achieve higher data… read more here.
Keywords: reinforcement learning; enabled iot; based routing; learning based ... See more keywords
Intelligent Cluster Based Routing Protocol for Wireless Sensor Networks Using Fitness Guided FGO and DDQN with Intrinsic Curiosity
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2025.3629666
Abstract: Cluster-based routing for wireless sensor networks (WSNs) is a typical NP-hard problem. Traditional protocols often suffer from weak adaptability to network dynamics and unbalanced energy consumption among clusters. To address these issues, we propose an… read more here.
Keywords: energy; intrinsic curiosity; cluster; cluster based ... See more keywords