Out-of-Band Distortion Reduction in DVB-T Systems with Particle Swarm Digital Predistorters

P. L. Carro, P. G. Ducar, J. D. Mingo, A. Valdovinos
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引用次数: 2

Abstract

Predistortion techniques are a well known power amplifier linearization method in order to reduce out-of band interferences in a non-constant envelope modulation system. A new adaptive digital predistorter based on the use of PSO (particle swarm optimization) algorithm is developed and applied in an orthogonal frequency-division multiplexing (OFDM) transmission scheme, such as a digital video broadcasting system. OFDM transmission is an efficient way to deal with multipath, being its implementation less complex than traditional equalizers, however, it is also very sensitive to nonlinear distortions due to its greatly variable envelope. The performance of this method has been verified by means of simulation using an amplifier characterized by a level-dependent complex gain using a memoryless model for different input power levels. In addition, the influence of some PSO parameters (the number of particles) on convergence is studied.
基于粒子群数字预失真器的DVB-T系统带外失真降低
预失真技术是一种众所周知的功率放大器线性化方法,用于减少非恒定包络调制系统中的带外干扰。提出了一种基于粒子群优化(PSO)算法的自适应数字预失真器,并将其应用于正交频分复用(OFDM)传输方案中。OFDM传输是一种有效的多径处理方式,其实现比传统均衡器简单,但由于其包络变化很大,对非线性失真也非常敏感。利用无记忆模型对不同输入功率级的复增益放大器进行仿真,验证了该方法的性能。此外,还研究了粒子群参数(粒子数)对收敛性的影响。
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