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A Capacitated House Allocation Game for the Energy Efficient Relays Selection in 5G Multicast Context
Francesco Chiti1, Romano Fantacci1, Benedetta Picano1
1Department of Information Engineering, Università di Firenze, Via di Santa Marta 3, 50139 Firenze, Italy.
This study introduces an efficient relay selection scheme for device-to-device communications in 5G networks. The proposed method minimizes transmission delay and energy consumption by considering device reputation and link conditions.
Area of Science:
- Wireless Communication
- Network Engineering
Background:
- Fifth-generation (5G) wireless networks face propagation challenges at higher frequencies, necessitating device-to-device (D2D) communication for improved reliability and efficiency.
- D2D communication is crucial for resource-constrained devices in sensor networks and the Internet-of-Things (IoT), where energy and spectrum efficiency are paramount.
- Effective relay selection is critical for optimizing D2D communication performance, balancing transmission delay and energy usage.
Purpose of the Study:
- To propose an efficient relay selection scheme for D2D communication in 5G networks.
- To minimize both delivery transmission delay and overall energy consumption by optimizing the number of relays used.
- To enhance content dissemination in multicast scenarios for devices with limited capabilities.
Main Methods:
- Formulated the relay selection problem as a one-sided preferences matching game for multicast content delivery.
- Developed a strategy incorporating a 'reputation coefficient' for each device and link propagation conditions.
- Utilized computer simulations to evaluate the proposed scheme's effectiveness.
Main Results:
- The proposed relay selection scheme significantly improves network performance.
- Demonstrated reductions in power consumption and end-to-end delay compared to existing methods.
- Showcased superior performance against greedy, random, and previously proposed game theory-based strategies.
Conclusions:
- The developed relay selection scheme effectively balances transmission delay and energy consumption in 5G D2D networks.
- Considering device reputation and link quality leads to more suitable relay selection for content dissemination.
- The proposed approach offers a significant advancement over existing methods for optimizing D2D communication performance.
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