【OFDM】OFDM Radar Algorithms in Mobile Communication Networks
[1] Maximum Likelihood Speed and Distance
Estimation for OFDM Radar
1-CRB估计
1-初步形式
首先单频信号频率估计的CRB,也就是原文Eq.(3.53)
v a r [ ω ^ ] ≥ 6 σ N 2 ( N 2 − 1 ) N \mathrm{var}[\hat{\omega}]\geq\frac{6\sigma_N^2}{(N^2-1)N} var[ω^]≥(N2−1)N6σN2
然后论文里说,利用Eq.(3.32), Eq.(3.53)可以得到距离的CRB,即Eq.(3.54)
var { d ^ } ≥ 6 σ N 2 ( N 2 − 1 ) N ( c 0 4 π Δ f ) 2 \operatorname{var}\{\hat{d}\}\geq\frac{6\sigma_N^2}{(N^2-1)N}\left(\frac{c_0}{4\pi\Delta f}\right)^2 var{d^}≥(N2−1)N6σN2(4πΔfc0)2
其实是根据Eq.(3.22)
d ^ = 1 2 τ ^ c 0 = Ω ^ d c 0 2 ( 2 π ) Δ f \hat{d}=\frac12\hat{\tau}c_0=\frac{\hat{\Omega}_dc_0}{2(2\pi)\Delta f} d^=21τ^c0=2(2π)ΔfΩ^dc0