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On the Adaptive Buffer-Aided TDMA Uplink System with AoI-Aware Status-Update Services and Timely Throughput Traffics
Tianheng Wang1, Qingchun Chen1, Shuo Wang1
1School of Electronics and Communication Engineering, Guangzhou University, Guangzhou 510006, China.
Sensors (Basel, Switzerland)
|January 23, 2024
Summary
This study introduces an AoI-aware adaptive TDMA uplink scheme for networks with diverse devices. The new method balances data freshness for status-update devices and throughput for demand devices, improving overall network performance.
Area of Science:
- Wireless communication networks
- Information theory
- Optimization algorithms
Background:
- Buffer-aided TDMA uplink networks face challenges in serving heterogeneous devices.
- Balancing data freshness (Age of Information) and throughput is crucial for diverse applications.
Purpose of the Study:
- To develop a joint optimization strategy for minimizing average Age of Information (AoI) and maximizing average sum rate.
- To design an AoI-aware adaptive TDMA uplink scheme for heterogeneous network requirements.
Main Methods:
- Formulation of a joint-optimization problem considering both AoI and sum rate.
- Application of the Lyapunov optimization framework to derive an adaptive TDMA scheme.
Main Results:
- The proposed AoI-aware adaptive TDMA scheme effectively manages heterogeneous service demands.
- Numerical results demonstrate the scheme's ability to balance data freshness and throughput.
Conclusions:
- The AoI-aware adaptive TDMA uplink scheme successfully addresses the conflicting requirements of status-update and throughput-demand devices.
- This approach enhances overall network efficiency and user experience in mixed-service environments.
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