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Multicast Traffic Throughput Maximization through Joint Dynamic Modulation and Coding Schemes Assignment, and
Bartłomiej Ostrowski1, Michał Pióro1, Artur Tomaszewski1
1Institute of Telecommunications, Warsaw University of Technology, 00-665 Warsaw, Poland.
Optimizing modulation and coding schemes (MCSs) and transmission power control (TPC) significantly boosts multicast packet traffic throughput in wireless sensor networks. Joint optimization yields substantial gains for multi-hop networks.
Area of Science:
- Computer Science
- Electrical Engineering
- Network Engineering
Background:
- Wireless sensor networks (WSNs) face challenges in maximizing multicast packet traffic throughput.
- Time division multiple access (TDMA) is a common channel access method in WSNs.
- Adjustable modulation and coding schemes (MCSs) and transmission power control (TPC) offer potential for optimization.
Purpose of the Study:
- To determine the extent to which traffic throughput can be increased by optimizing MCSs assignment and TPC in multi-hop WSNs.
- To investigate the combined effect of MCSs and TPC on multicast throughput.
- To provide a framework for joint optimization of these parameters.
Main Methods:
- Development of mixed-integer programming formulations for joint MCSs assignment and TPC optimization.
- Design of a solution algorithm to address the optimization problem.
- Conducting a numerical study to evaluate the proposed methods.
Main Results:
- Significant throughput gains are achievable through proper MCSs assignment.
- Further throughput improvements are realized by incorporating transmission power control (TPC).
- The proposed joint optimization approach demonstrates considerable effectiveness.
Conclusions:
- Joint optimization of MCSs and TPC is a highly effective strategy for maximizing multicast throughput in WSNs.
- The developed mixed-integer programming models and algorithms provide a viable solution.
- The findings highlight the importance of adaptive parameter control for network performance.
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