PSO-Based Throughput Optimization for IPv6 Packet Broadcasting in WPSN Aided by UAVs

In a Wireless Powered Sensor Network (WPSN) aided by Unmanned Aerial Vehicles (UAVs), UAVs wirelessly recharge nodes to support the network’s operation. In WPSN, efficient broadcasting of IPv6 packets is crucial for various IoT applications. This paper presents a new IPv6 packet broadcasting scheme that leverages network coding to improve broadcast reliability. Additionally, we reformulate the IPv6 packet broadcasting problem as a unicast problem, deriving a throughput expression to create an optimization problem with the goal of maximizing throughput as the objective function. The variables to be optimized include the broadcast tree and the UAV locations. We then propose a two-stage optimization method to address this problem. Simulation results demonstrate that our approach significantly enhances the throughput of IPv6 packet broadcasting in WPSNs.

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Publication Details

Published
2024-09-20
DOI
https://doi.org/10.1109/icdm63232.2024.10762227
Primary Topic
UAV Applications and Optimization
Type
article
Field-Weighted Citation Impact
0.00

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article

PSO-Based Throughput Optimization for IPv6 Packet Broadcasting in WPSN Aided by UAVs

Wei Huang, Zexun Zhou, Xiaoqing Dong, Shuwei Qiu et al.
UAV Applications and Optimization
article

PSO-Based Throughput Optimization for IPv6 Packet Broadcasting in WPSN Aided by UAVs

Wei Huang, Zexun Zhou, Xiaoqing Dong, Shuwei Qiu, Mahammad Humayoo
article en

Abstract

In a Wireless Powered Sensor Network (WPSN) aided by Unmanned Aerial Vehicles (UAVs), UAVs wirelessly recharge nodes to support the network’s operation. In WPSN, efficient broadcasting of IPv6 packets is crucial for various IoT applications. This paper presents a new IPv6 packet broadcasting scheme that leverages network coding to improve broadcast reliability. Additionally, we reformulate the IPv6 packet broadcasting problem as a unicast problem, deriving a throughput expression to create an optimization problem with the goal of maximizing throughput as the objective function. The variables to be optimized include the broadcast tree and the UAV locations. We then propose a two-stage optimization method to address this problem. Simulation results demonstrate that our approach significantly enhances the throughput of IPv6 packet broadcasting in WPSNs.

Anshan Normal University (CN), Hanshan Normal University (CN)
Natural Science Foundation of Guangdong Province, Department of Education of Guangdong Province
Affordable and clean energy
Openalex Percentile: Top 66%
UAV Applications and Optimization
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PSO-Based Throughput Optimization for IPv6 Packet Broadcasting in WPSN Aided by UAVs — Wei Huang, Zexun Zhou, et al. · (2024) | TGRS Research Map | TGRS