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Published on: November 26, 2019
Joint User Association, Power Allocation and Beamforming for NOMA-Based Integrated Satellite-Terrestrial Networks
Peizhe Xin1, Zihao Fu1, Zhiyi Chen1
1State Grid Economic and Technological Research Institute Co., Ltd., 102209 Beijing, China.
This study optimizes resource allocation in integrated satellite-terrestrial networks using non-orthogonal multiple access (NOMA). The proposed algorithm enhances user experience by intelligently assigning users to terrestrial base stations or satellites based on capacity and needs.
Area of Science:
- Wireless communication networks
- Satellite communications
- Resource management
Background:
- Integrated satellite-terrestrial networks (ISTNs) offer extended coverage but face resource allocation challenges.
- Non-orthogonal multiple access (NOMA) enhances spectral efficiency in wireless systems.
- Optimizing user association and power allocation is crucial for ISTN performance.
Purpose of the Study:
- To maximize the achievable sum rate in a NOMA-based ISTN.
- To develop an efficient resource optimization algorithm for dynamic network conditions.
- To analyze user preference and Quality of Service (QoS) provisioning in hybrid networks.
Main Methods:
- A two-stage resource optimization algorithm was proposed.
- User association was determined by preference lists and backhaul capacity.
- Power allocation and receiving beamforming vectors were optimized alternately with closed-form transmit power solutions.
Main Results:
- The proposed algorithm effectively optimizes resource allocation in NOMA-based ISTNs.
- Users prefer terrestrial base stations (BSs) when backhaul capacity is sufficient; otherwise, satellites provide QoS guarantees.
- Optimal system performance is achieved when the number of users matches the number of receive antennas at access points.
Conclusions:
- NOMA significantly benefits ISTN performance.
- Dynamic user association and adaptive resource allocation are key to hybrid network efficiency.
- The proposed algorithm offers a viable solution for enhancing sum rate and QoS in integrated networks.
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