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Age-Aware Utility Maximization in Relay-Assisted Wireless Powered Communication Networks.
Ning Luan1,2, Ke Xiong1,2,3, Zhifei Zhang1
1School of Computer and Information Technology, Beijing Jiaotong University, Beijing 100044, China.
This study introduces a relay-assisted wireless powered communication network (WPCN) using game theory to optimize energy transfer and reduce data delay (AoI). Results show higher AP power and relay use improve performance.
Area of Science:
- Wireless communication networks
- Energy harvesting systems
- Game theory applications
Background:
- Wireless powered communication networks (WPCN) face challenges with energy transfer efficiency and data timeliness.
- Auxiliary nodes may exhibit selfish behavior, hindering network performance.
- Optimizing cooperation between access points (AP), sensors, and auxiliary nodes is crucial for efficient WPCN operation.
Purpose of the Study:
- To investigate a relay-assisted WPCN where an AP powers sensors via auxiliary nodes.
- To design an incentive mechanism addressing auxiliary node selfishness.
- To model and optimize cooperation using a Stackelberg game for improved system performance.
Main Methods:
- Formulation of utility functions for the AP-sensor pair and auxiliary node.
- Development of two maximization problems to optimize system performance.
- Transformation of a non-convex problem into a convex one using a slack variable.
- Application of the Lagrangian method to derive optimal solutions with closed-form expressions.
Main Results:
- Increased AP transmit power leads to a smaller age of information (AoI) for the AP-sensor pair.
- The influence of auxiliary node location on AoI diminishes with increased AP power.
- Relay assistance improves AoI performance when the AP-sensor distance exceeds a specific threshold.
Conclusions:
- The proposed Stackelberg game effectively models cooperation in relay-assisted WPCN.
- The incentive mechanism and optimization strategy successfully address network challenges.
- Relay deployment is beneficial for enhancing AoI in WPCN under certain conditions.
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