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Quantum-Inspired Evolutionary Algorithms for NOMA User Pairing
Bhaskara Narottama,Denny Kusuma Hendraningrat,Soo Young Shin 한국통신학회 2022 ICT Express Vol.8 No.1
This work proposes the utilization of the quantum-inspired evolutionary algorithm (QEA) for user pairing in non-orthogonal multiple access (NOMA). By exploiting quantum concepts such as superposition, it obtained a user pairing solution that approximates the highest achievable sum rate. Moreover, elitist QEA (E-QEA) is proposed to further enhance the performance by eliminating the risk of losing the best solution of the current iteration in the next iteration. Simulation result demonstrates that E-QEA and QEA yield higher average achievable sum rates compared to random user pairing.