波特
估计员
似然函数
最大似然
估计理论
期望最大化算法
载波频率偏移
克拉姆-饶行
最大似然序列估计
计算机科学
频率偏移
算法
似然比检验
统计
功能(生物学)
数学
电信
正交频分复用
进化生物学
生物
传输(电信)
作者
Warm Shaw Yuan,C.N. Georghiades
摘要
Maximum-likelihood estimation of phase and frequency offset involves the maximization of a nonlinear likelihood function. We develop an estimator for carrier acquisition by linearizing the likelihood-function, and show that its performance is close to the Cramer-Rao bound (CRB). The estimator is then extended to blind frequency acquisition and combined with testing to eliminate unlikely hypotheses. With proper modeling of the likelihood resulting from the blind search, simulations show that the algorithm quickly rejects all but the correct frequency hypothesis.
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