| 摘要: |
| 针对当前高速率通信中信道阶数很长导致信道估计和均衡困难的问题，利用子带
滤波器组近似完全重构的特点，提出一种在子带内进行分频段信道估计、在全频带综合信道
参数的估计方法。该方法较全频带信道估计收敛速度快，收敛误差小，能很好适应恶劣的信
道情况。虽然总的计算量大于全频带信道估计，但由于采用并行计算，所以能大大减少运算
时间。仿真试验表明，在重构误差足够小的情况下，子带数目越多，收敛越快，收敛残差比
全频带信道估计小5 dB左右。 |
| 关键词: 信道估计 子带分解 收敛 自适应滤波 滤波器组 |
| DOI： |
|
| 基金项目:盲信号处理重点实验室基金资助项目 |
|
| A channel estimation algorithm based on subband frequency-domain decomposition |
| WANG Ming,WAN Jian |
| () |
| Abstract: |
| In high speed communications, the channel estimation and equalizat
ion are difficult because of the very long channel length. In allusion to the di
fficult points,by using the near perfect reconstruction speciality of filter ban
ks
, an algorithm with channel estimation in every subband and constructing the par
ameters in fullband is proposed. Compared with the fullband channel estima
tion, the convergence speed of the proposed method is faster, the convergence er
ror is smaller, and the adaptability for bad channel is better. The whole comput
ation load is more than that of fullband channel estimation, but the computation
time is reduced largely because of the parallel computation of subband signals.
Computer simulations illustrate the proposed method has faster convergence spe
ed with more subbands and 5 dB convergence error less than the fullband channel
estimation, if the reconstruction error is small enough. |
| Key words: channel estimation subband decomposition convergence adaptive filter filter banks |
