MIMO-OTFS in High-Doppler Fading Channels:Signal Detection and Channel Estimation(3)

3.3Vectorized formulation of the input-output relation

信道的脈衝響應可以寫爲
h(τ,ν)=i=1Phiδ(ττi)δ(ννi)h(\tau,\nu)=\sum_{i=1}^{P}h_i\delta(\tau-\tau_i)\delta(\nu-\nu_i)即假設兩根天線之間存在P條路徑
??? Define τi=αiMΔf\tau_i=\frac{\alpha_i}{M\Delta f}and νi=βiNT\nu_i=\frac{\beta_i}{NT} ,where αi and βi are integers denoting the indices of the delay tap (with delay τi\tau_i) and Doppler tap (with Doppler value νi\nu_i). In practice, although the delay and Doppler values are not exactly integer multiples of the taps, they can be well approximated by a few delay-Doppler taps in the discrete domain.
有了上面的假設之後,可以得到y[k,l]=i=1Phix[((kβi))N,((lαi))M]+v[k,l]y[k,l]=\sum_{i=1}^{P}h_i'x[((k-\beta_i))_N,((l-\alpha_i))_M]+v[k,l]用向量形式可以表示爲y=Hx+vy=Hx+v ??? xk+Nl=x[k,l]x_{k+Nl}=x[k,l],週期性?

4MIMO-OTFS Modulation

yMIMO=HMIMOxMIMO+vMIMOy_{MIMO}=H_{MIMO}x_{MIMO}+v_{MIMO}其中HMIMO=[H11H12H1naH21H22H2naHna1Hna2Hnana]H_{MIMO}=\left[ \begin{matrix} H_{11} & H_{12} & \cdots & H_{1n_a} \\ H_{21} & H_{22} & \cdots & H_{2n_a} \\ \vdots & \vdots & \ddots & \vdots \\ H_{n_a1} & H_{n_a2} & \cdots & H_{n_an_a} \end{matrix} \right] xMIMO=[x1T,x2T,,xnaT]T,yMIMO=[y1T,y2T,,ynaT]T,vMIMO=[v1T,v2T,,vnaT]Tx_{MIMO}=[x_1^T,x_2^T,\cdots,x_{n_a}^T]^T,y_{MIMO}=[y_1^T,y_2^T,\cdots,y_{n_a}^T]^T,v_{MIMO}=[v_1^T,v_2^T,\cdots,v_{n_a}^T]^T這個部分沒有什麼難理解的,和普通的MIMO很像。
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