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Interference-Aware Adaptive Beam Alignment for Hyper-Dense IEEE 802.11ax Internet-of-Things Networks
Dohyun Kwon1, Sang-Wook Kim2, Joongheon Kim3
1School of Computer Science and Engineering, Chung-Ang University, Seoul 06974, Korea. kdh1102@cau.ac.kr.
Interference in dense Internet of Things (IoT) networks degrades communication. This study introduces an adaptive beam alignment algorithm to mitigate delays and improve fair air interface utilization for IEEE 802.11ax devices.
Area of Science:
- Wireless communication networks
- Internet of Things (IoT) systems
- Network interference mitigation
Background:
- Increasing density of Internet of Things (IoT) devices leads to significant wireless interference.
- Degraded communication quality is a major challenge in hyper-dense wireless networking systems.
- The IEEE 802.11ax standard aims to address interference issues in such environments.
Purpose of the Study:
- To identify a potential delay issue within the multiple network allocation vector technology used in IEEE 802.11ax.
- To propose an adaptive beam alignment algorithm for resolving interference among IoT devices.
- To analyze communication delays in IoT devices under interference conditions using the proposed algorithm.
Main Methods:
- Identification of a problem in the multiple network allocation vector (MANV) approach.
- Development of an adaptive beam alignment algorithm for interference resolution.
- Simulation of the proposed algorithm in densely deployed IoT environments.
Main Results:
- The proposed adaptive beam alignment algorithm effectively mitigates interference in hyper-dense wireless networks.
- Simulations demonstrate reduced communication delays for IoT devices.
- Enhanced fair utilization of the air interface for IEEE 802.11ax devices compared to conventional methods.
Conclusions:
- The multiple network allocation vector may introduce communication delays in dense IoT networks.
- The adaptive beam alignment algorithm offers a viable solution for interference management.
- The proposed method improves the performance and fairness of IEEE 802.11ax-based IoT communications.
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