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[HTML][HTML] Reinforcement-Learning-Based Routing and Resource Management for Internet of Things Environments: Theoretical Perspective and Challenges
Internet of Things (IoT) devices are increasingly popular due to their wide array of
application domains. In IoT networks, sensor nodes are often connected in the form of a …
application domains. In IoT networks, sensor nodes are often connected in the form of a …
PriNergy: A priority-based energy-efficient routing method for IoT systems
Abstract The Internet of Things (IoT) devices gather a plethora of data by sensing and
monitoring the surrounding environment. Transmission of collected data from the IoT …
monitoring the surrounding environment. Transmission of collected data from the IoT …
Routing protocol for Low-Power and Lossy Networks for heterogeneous traffic network
In a real network deployment, the diverse sensor applications generate a heterogeneous
traffic pattern which may include basic sensing measurements such as temperature …
traffic pattern which may include basic sensing measurements such as temperature …
Adaptive trickle timer for efficient 6TiSCH network formation using Q-learning
DZ Fawwaz, SH Chung - IEEE Access, 2023 - ieeexplore.ieee.org
The 6TiSCH (IPv6 over IEEE802. 15.4 e time-slotted channel hop** mode) wireless
sensor network architecture utilizes control packets to construct network formation. These …
sensor network architecture utilizes control packets to construct network formation. These …
[HTML][HTML] Reinforcement learning-enabled cross-layer optimization for low-power and lossy networks under heterogeneous traffic patterns
The next generation of the Internet of Things (IoT) networks is expected to handle a massive
scale of sensor deployment with radically heterogeneous traffic applications, which leads to …
scale of sensor deployment with radically heterogeneous traffic applications, which leads to …
Intelligent agent based virtual clustering and multi-context aware routing for congestion mitigation in secure RPL-IoT environment
Abstract RPL (Routing Protocol for Low power Lossy network) is a routing protocol for
Internet of Things (IoT) network with low power consumption. RPL faces many security …
Internet of Things (IoT) network with low power consumption. RPL faces many security …
Learning-based resource management for low-power and lossy IoT networks
Internet of Things (IoT) networks are key to the realization of modern industries and
societies. A key application of IoT is in smart-grid communications. Smart-grid networks are …
societies. A key application of IoT is in smart-grid communications. Smart-grid networks are …
[PDF][PDF] A comprehensive survey on node metrics of RPL protocol for IoT
Internet of Things (IOT) system often consists of thousands of constrained connected
devices. Resource-constrained devices one of critical issues in a low-power and lossy …
devices. Resource-constrained devices one of critical issues in a low-power and lossy …
RIATA: A reinforcement learning-based intelligent routing update scheme for future generation IoT networks
Future generation Internet of Things (IoT) communication infrastructure is expected to pave
the path for innovative applications like smart cities, smart grids, smart industries, and smart …
the path for innovative applications like smart cities, smart grids, smart industries, and smart …
EMR-ESD: Ensure Multicast Routing and Enable Secure Data transmission protocol to perform multicast forwarding in RPL based IoT Networks
P Deepavathi, C Mala - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
The Internet of Things (IoT) makes everything as smart. IoT networks are considered Low
Power and Lossy Networks (LLNs) because IoT devices are resource-constrained. The …
Power and Lossy Networks (LLNs) because IoT devices are resource-constrained. The …