Furthermore, the proposed TOW-dynamics-based channel assignment algorithm has simple learning procedure which only needs to receive Acknowledge frame for ...
To deal with network congestions, we have proposed a channel selection algorithm based on reinforcement learning for IoT devices. We have implemented the ...
A machine-learning-based channel assignment algorithm utilizing Tug-Of-War (TOW) dynamics is proposed to cognitively select channels for communication in ...
In this paper, a machine-learning-based channel assignment algorithm utilizing Tug-Of-War (TOW) dynamics is proposed for massive IoT system. The proposed ...
A Machine-Learning-Based Channel Assignment Algorithm for IoT. Jing Ma, Tomoya Nagatsuma, Song Ju Kim, Mikio Hasegawa · Department of Electrical Engineering.
This study used Upper Confidence Bounds (UCB) and Ɛ-greedy machine learning algorithms to implement channels dynamically while reporting in the study that ...
Mar 18, 2019 · Furthermore, the proposed TOW-dynamics-based channel assignment algorithm has simple learning procedure which only needs to receive Acknowledge ...
People also ask
What algorithms are used in IoT?
How is machine learning applied in IoT systems?
Which of these is a machine learning algorithm?
How do you perceive the role of emerging technologies such as AI and machine learning in diversifying IoT security challenges?
May 27, 2024 · This study presents a novel model for enhancing the security of IoT systems using machine learning (ML) classifiers.
An intelligent channel assignment algorithm ... Comprehensive review on ML-based RIS-enhanced IoT systems: basics, research progress and future challenges.
Nov 11, 2024 · The proposed approach is based on network traffic and load and various other network metrics including energy efficiency, network capacity and ...