# Multi channel signal enhancment inequality proof

Assume that $$\mathbf{h}(f)$$ is a spatial filter coeff vector, and $$\mathbf{d}(f)$$ is the steering vector. $$\mathbf{\Phi_v}(f)$$ is the correlation matrix of noise. How do i proof the following inequality?