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A cyclic prefix based adaptive channel estimation algorithm for multicarrier systems

机译:基于循环前缀的多载波系统自适应信道估计算法

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This paper presents an adaptive channel estimation algorithm that exploits cyclic prefix (CP) from its data detection part and employs systolic block Householder transformation recursive least squares (SBHT-RLS) algorithm for channel tracking in multicarrier systems. The new method is computationally cheaper than CP exploiting correlation matrix based block RLS (CMB-RLS) channel estimation approach, and possesses desirable properties for very large-scale integration (VLSI) implementation. Our floating point simulations show that the new algorithm can track the channel with better steady state performance. Also, it is determined that the precision of floating-point computation of the proposed method can be well approximated with a 24-bit word length fixed point computation.
机译:本文提出了一种自适应信道估计算法,该算法利用其数据检测部分中的循环前缀(CP),并采用脉动块Householder变换递归最小二乘(SBHT-RLS)算法进行多载波系统中的信道跟踪。新方法在计算上比CP利用基于相关矩阵的块RLS(CMB-RLS)信道估计方法便宜,并且具有超大规模集成(VLSI)实现所需的属性。我们的浮点仿真表明,新算法可以更好地跟踪稳态性能。此外,可以确定,使用24位字长的定点计算可以很好地近似所提出方法的浮点计算精度。

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