Improving energy efficiency and QoS of LPWANs for IoT using Q-learning based data routing

OJ Pandey, T Yuvaraj, JK Paul… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
Recent proliferation of Internet of Things (IoT) demands large scale connectivity among
smart IoT devices over a vast geographical area. However, limited radio range and lack of …

Energy-efficient and QoS-aware data routing in node fault prediction based IoT networks

N Sharma, U Agarwal, S Shaurya… - … on Network and …, 2023 - ieeexplore.ieee.org
Internet of Things (IoT) enables important data collection of the sensor nodes at desired
location through device-to-device communication. It helps us in various applications …

Energy-Efficient and QoS-Aware Data Transfer in Q-Learning-Based Small-World LPWANs

NS Chilamkurthy, N Karna, V Vuddagiri… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
The widespread use of the Internet of Things (IoT) necessitates large-scale communication
among smart IoT devices (IoDs) across a wide geographical area. However, due to the …

[PDF][PDF] Integrating LP-WAN communications within the vehicular ecosystem.

R Sanchez-Iborra, JS Gómez, J Santa… - J. Internet Serv. Inf …, 2017 - isyou.info
Vehicular communications are attracting the attention of both the academy and industry
since some time ago. Most of the developed services rely on short-range communication …

HARE: Supporting efficient uplink multi-hop communications in self-organizing LPWANs

T Adame Vázquez, S Barrachina-Muñoz, B Bellalta… - Sensors, 2018 - mdpi.com
The emergence of low-power wide area networks (LPWANs) as a new agent in the Internet
of Things (IoT) will result in the incorporation into the digital world of low-automated …

A CoAP-based network access authentication service for low-power wide area networks: LO-CoAP-EAP

D Garcia-Carrillo, R Marin-Lopez, A Kandasamy… - Sensors, 2017 - mdpi.com
The Internet-of-Things (IoT) landscape is expanding with new radio technologies. In addition
to the Low-Rate Wireless Personal Area Network (LR-WPAN), the recent set of technologies …

Towards energy efficient LPWANs through learning-based multi-hop routing

S Barrachina-Muñoz, T Adame, A Bel… - 2019 IEEE 5th World …, 2019 - ieeexplore.ieee.org
Low-power wide area networks (LPWANs) have been identified as one of the top emerging
wireless technologies due to their autonomy and wide range of applications. Yet, the limited …

Optimal Routing Protocol in LPWAN Using SWC: A Novel Reinforcement Learning Framework

NS Chilamkurthy, SA Hakeem, SK Tiwari… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
Low-power wide-area network (LPWAN) has emerged as a dominating communication
technology that offers low-power and wide coverage for the Internet of Things (IoT) …

OptRISQL: Towards Performance Improvement of Time-Varying IoT Networks Using Q-Learning

N Sharma, VSP Thota, T Yuvaraj… - … on Network and …, 2024 - ieeexplore.ieee.org
In order to support the recent explosive growth in the applications of Internet of Things (IoT),
networking technologies are evolving, resulting in high data throughput, low-latency data …

Risk‐Aware SDN Defense Framework Against Anti‐Honeypot Attacks Using Safe Reinforcement Learning

D Gao, C Guo, Y Zhang, W Ji, Z Lv, Z Li… - … Journal of Network …, 2024 - Wiley Online Library
The development of multiple attack methods by external attackers in recent years poses a
huge challenge to the security and efficient operation of software‐defined networks (SDN) …