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[HTML][HTML] LoRaWAN meets ML: A survey on enhancing performance with machine learning
The Internet of Things is rapidly growing with the demand for low-power, long-range
wireless communication technologies. Long Range Wide Area Network (LoRaWAN) is one …
wireless communication technologies. Long Range Wide Area Network (LoRaWAN) is one …
[HTML][HTML] Recent developments in AI and ML for IoT: A systematic literature review on LoRaWAN energy efficiency and performance optimization
The field of the Internet of Things (IoT) is dominating various areas of technology. As the
number of devices has increased, there is a need for efficient communication with low …
number of devices has increased, there is a need for efficient communication with low …
Intelligent resource allocation in LoRaWAN using machine learning techniques
With the ubiquitous growth of Internet-of-things (IoT) devices, current low-power wide-area
network (LPWAN) technologies will inevitably face performance degradation due to …
network (LPWAN) technologies will inevitably face performance degradation due to …
Transfer reinforcement learning aided distributed network slicing optimization in industrial IoT
With the growth of the number of Internet of Things (IoT) devices and the emergence of new
applications, satisfying distinct QoS in the same physical network becomes more …
applications, satisfying distinct QoS in the same physical network becomes more …
[HTML][HTML] Optimization of LoRa for BIoT based on ML: A case of ESL
Several technologies provide cellular connectivity to transmit data to end devices (EDs) in
the indoor environment. These technologies have short-range; complex network …
the indoor environment. These technologies have short-range; complex network …
Efficient collision control and auction-based resource allocation mechanism in dense LoRaWAN network via TCP using DRL technique
Abstract The Internet of Things (IoT) is basically about communication, which permits
devices and circumstances to gather, share, and act on data. A transmission method called …
devices and circumstances to gather, share, and act on data. A transmission method called …
Deep reinforcement learning based resource allocation in dense sliced LoRaWAN networks
Long-Range Wide Area Network (LoRaWAN) is a rapidly expanding communication system
for Low Power Wide Area Network (LPWAN) in the Internet of Things (IoTs) deployments. It …
for Low Power Wide Area Network (LPWAN) in the Internet of Things (IoTs) deployments. It …
Dynamic reinforcement learning based scheduling for energy-efficient edge-enabled lorawan
Long Range Wide Area Network (LoRaWAN) is suitable for wide area sensor networks due
to its low cost, long range, and low energy consumption. A device can transmit without …
to its low cost, long range, and low energy consumption. A device can transmit without …
An mdp model-based initial strategy prediction method for lorawan
M Chen, L Mokdad, C Charmois… - ICC 2022-IEEE …, 2022 - ieeexplore.ieee.org
As one of the technologies in the wide-area network category, LoRaWAN provides a
wireless network with a large capacity of end devices (ED) in long-range. With a pure Aloha …
wireless network with a large capacity of end devices (ED) in long-range. With a pure Aloha …
Frequency hop** scheduling algorithm in green lorawan: reinforcement learning approach
Long Range Wide Area Network (LoRaWAN) is suitable for wide area sensor networks due
to its low cost, long range, and low energy consumption. A device can transmit without …
to its low cost, long range, and low energy consumption. A device can transmit without …