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Multi-user Detection on DS-CDMA UWB System Using QDPSO Algorithm

机译:使用QDPSO算法在DS-CDMA UWB系统上进行多用户检测

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To effectively restrain multiple access interference (MAI) in DS-CDMA UWB communication system and lower bit error rate, on the basis of discrete particle swarm optimization (DPSO) algorithm, combining quantum computing technology, an improved quantum DPSO (QDPSO) algorithm is got, and then the multi-user detection technology based on QDPSO algorithm is proposed. It mainly includes several key steps, such as initialization on particle indicating user information, calculation on target function for multi-user detection, particle update and optimizing etc. Simulation experiment and comparative analysis show that the bit error rate performance of QDPSO detection algorithm is best and can effectively restrain the influence of MAI, its effect is much better than DPSO and traditional detection algorithm (TA).
机译:为了有效抑制DS-CDMA UWB通信系统中的多址干扰(MAI)和降低误码率,在离散粒子群优化(DPSO)算法的基础上,结合量子计算技术,提出了一种改进的量子DPSO(QDPSO)算法。提出了基于QDPSO算法的多用户检测技术。它主要包括几个关键步骤,例如,对表示用户信息的粒子进行初始化,对多用户检测的目标函数进行计算,对粒子进行更新和优化等。仿真实验和比较分析表明,QDPSO检测算法的误码率性能最佳。并且可以有效抑制MAI的影响,其效果远优于DPSO和传统的检测算法(TA)。

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