A5068372676- IoT Networks and Protocols
- Energy Harvesting in Wireless Networks
- Age of Information Optimization
- Wireless Body Area Networks
- Bluetooth and Wireless Communication Technologies
Amirkabir University of Technology
2022-2023
In the Internet of Things (IoT), Low-Power Wide-Area Networks (LPWANs) are designed to provide low energy consumption while maintaining a long communications’ range for End Devices (EDs). LoRa is communication protocol that can cover wide with consumption. To evaluate efficiency Network (LoRaWAN), three criteria be considered, namely, Packet Delivery Rate (PDR), Energy Consumption (EC), and coverage area. A set transmission parameters have configured establish link. These affect data rate,...
This paper focuses on improving the resource allocation algorithm in terms of packet delivery ratio (PDR), i.e., number successfully received packets sent by end devices (EDs) a long-range wide-area network (LoRaWAN). Setting transmission parameters significantly affects PDR. Employing reinforcement learning (RL), we propose that enables EDs to conFigure their distributed manner. We model problem as multi-armed bandit (MAB) and then address it proposing two-phase named MIX-MAB, which...
The long-range and low energy consumption re-quirements in Internet of Things (IoT) applications have led to a new wireless communication technology known as Low Power Wide Area Network (LPWANs). In recent years, the Long Range (LoRa) protocol has gained lot attention one most promising technologies LPWAN. Choosing right combination transmission parameters is major challenge LoRa networks. LoRa, an Adaptive Data Rate (ADR) mechanism executed configure each End Device's (ED) trans-mission...
This paper focuses on improving the resource allocation algorithm in terms of packet delivery ratio (PDR), i.e., number successfully received packets sent by end devices (EDs) a long-range wide-area network (LoRaWAN). Setting transmission parameters significantly affects PDR. Employing reinforcement learning (RL), we propose that enables EDs to configure their distributed manner. We model problem as multi-armed bandit (MAB) and then address it proposing two-phase named MIX-MAB, which...
The long-range and low energy consumption requirements in Internet of Things (IoT) applications have led to a new wireless communication technology known as Low Power Wide Area Network (LPWANs). In recent years, the Long Range (LoRa) protocol has gained lot attention one most promising technologies LPWAN. Choosing right combination transmission parameters is major challenge LoRa networks. LoRa, an Adaptive Data Rate (ADR) mechanism executed configure each End Device's (ED) parameters,...