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Joint Resource Allocation for Multiuser Opportunistic Beamforming Systems with OFDM-NOMA
Wen-Bin Sun1, Ming-Liang Tao1, Ling Wang1
1School of Electronics and Information, Northwestern Polytechnical University, Xi'an 710072, China.
This study introduces a new downlink multiuser opportunistic beamforming (OBF) system combining orthogonal frequency division multiplexing (OFDM) and non-orthogonal multiple-access (NOMA). The proposed method significantly enhances spectrum efficiency (SE) and reduces bit error ratio (BER) with low complexity.
Area of Science:
- Wireless communication systems
- Signal processing for communications
Background:
- Opportunistic beamforming (OBF) enhances spectrum efficiency (SE) in multiple-input-multiple-output (MIMO) systems.
- Existing OBF multiple-access schemes often yield unsatisfactory SE.
- Low complexity and feedback are key OBF advantages.
Purpose of the Study:
- To propose a novel downlink multiuser OBF system integrating OFDM and NOMA.
- To maximize SE and minimize BER in frequency selective fading channels.
- To address the non-convex optimization problem for resource allocation.
Main Methods:
- Developed a downlink multiuser OBF system combining OFDM and NOMA.
- Derived closed-form expressions for equivalent channels and SE.
- Formulated and solved a non-convex optimization problem using a joint iterative algorithm for subcarrier mapping, user pairing, and power allocation.
Main Results:
- The proposed method achieved approximately 5 dB gain in SE and BER compared to existing OBF techniques.
- Achieved ~2 (bps/Hz) higher SE than sparse code multiple-access (SCMA) under specific conditions.
- Demonstrated high SE and low BER with limited feedback and computation complexity.
Conclusions:
- The proposed OFDM-NOMA OBF scheme effectively improves SE and BER in wireless systems.
- The joint iterative optimization algorithm provides an efficient solution for resource allocation.
- The system offers robust performance with limited feedback and computational load.
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