Consider two positive definite Hermitian matrices $\pmb W_1$ and $\pmb W_2$ such that $\pmb W_1 \succ \pmb W_2$, which means $\pmb W_1-\pmb W_2$ is positive definite. There exist two full cloumn rank matrices $\pmb A_1$ and $\pmb A_2$ with more rows than columns. The number of rows in $\pmb A_1$ and $\pmb A_2$ are the same, while no zero rows are included. Moreover, assume $\pmb A_2=[\pmb A_1,\pmb a]$, where $\pmb a$ is a non-zero vector. Then let $\pmb B_1=\pmb W_1\pmb A_1$ and $\pmb B_2=\pmb W_2\pmb A_2$. I am seeking the proof of the following inequality $$\pmb W_1^H(\pmb I-\pmb B_1\pmb B_1^+)\pmb W_1 \succ \pmb W_2^H(\pmb I-\pmb B_2\pmb B_2^+)\pmb W_2.$$ Here $\pmb B_1^+$ refers to $\pmb B_1^+=(\pmb B_1^H\pmb B_1)^{-1}\pmb B_1^H$, and $\pmb I$ is the identy matrix. Note that, in the context of signal processing, $\pmb A_1$ and $\pmb A_2$ are the so-called steering matrices, whose elements are all complex exponential. $\pmb W_1$ and $\pmb W_2$ can be expressed by $$\pmb W_1=(\pmb R_1^T \otimes \pmb R_1)^{-1/2},\\\pmb W_2=(\pmb R_2^T \otimes \pmb R_2)^{-1/2},$$ where $\otimes$ denotes the Kronecker product. $\pmb R_1$ and $\pmb R_1$ stand for the signal co-variance matrices, and $\pmb R_2 \succ \pmb R_1$.
2026-03-25 07:44:41.1774424681
Proving a matrix inequality involving a extended matrix and the pseudoinverse under the background of signal processing
63 Views Asked by Bumbble Comm https://math.techqa.club/user/bumbble-comm/detail AtRelated Questions in LINEAR-ALGEBRA
- An underdetermined system derived for rotated coordinate system
- How to prove the following equality with matrix norm?
- Alternate basis for a subspace of $\mathcal P_3(\mathbb R)$?
- Why the derivative of $T(\gamma(s))$ is $T$ if this composition is not a linear transformation?
- Why is necessary ask $F$ to be infinite in order to obtain: $ f(v)=0$ for all $ f\in V^* \implies v=0 $
- I don't understand this $\left(\left[T\right]^B_C\right)^{-1}=\left[T^{-1}\right]^C_B$
- Summation in subsets
- $C=AB-BA$. If $CA=AC$, then $C$ is not invertible.
- Basis of span in $R^4$
- Prove if A is regular skew symmetric, I+A is regular (with obstacles)
Related Questions in SIGNAL-PROCESSING
- What is the result of $x(at) * δ(t-k)$
- How is $\int_{-T_0/2}^{+T_0/2} \delta(t) \cos(n\omega_0 t)dt=1$ and $\int_{-T_0/2}^{+T_0/2} \delta(t) \sin(n\omega_0 t)=0$?
- Show that a periodic function $f(t)$ with period $T$ can be written as $ f(t) = f_T (t) \star \frac{1}{T} \text{comb}\bigg(\frac{t}{T}\bigg) $
- Taking the Discrete Inverse Fourier Transform of a Continuous Forward Transform
- Is $x(t) = \sin(3t) + \cos\left({2\over3}t\right) + \cos(\pi t)$ periodic?
- Fast moving object, how to remove noise from observations?
- Computing convolution using the Fourier transform
- Find Fourier Transform of $\cos^2(ωt)x(t)$
- Finding closed expression for the output of an LTI system
- Is there an intuitive way to see that $\mathbb{E}[X|Y]$ is the least squares estimator of $X$ given $Y$?
Related Questions in MATRIX-ANALYSIS
- Upper bound this family of matrices in induced $2$-norm
- Operator norm (induced $2$-norm) of a Kronecker tensor
- Is there a relation between the solutions to these two Lyapunov matrix equations?
- Are norms of solutions to two Lyapunov matrix equations comparable?
- Sequence of matrices: finding product and inverse
- Constructing a continuous path between two matrices
- Lorentz Cone is not polyhedral cone.
- Equivalence classes in $M_n(\mathbb{R})$
- $A$ be an irreducible matrix, $DA=AD$ then $D$ has to be a scalar multiple of $I$
- Matrix notations of binary operators (Multi-input operators)
Trending Questions
- Induction on the number of equations
- How to convince a math teacher of this simple and obvious fact?
- Find $E[XY|Y+Z=1 ]$
- Refuting the Anti-Cantor Cranks
- What are imaginary numbers?
- Determine the adjoint of $\tilde Q(x)$ for $\tilde Q(x)u:=(Qu)(x)$ where $Q:U→L^2(Ω,ℝ^d$ is a Hilbert-Schmidt operator and $U$ is a Hilbert space
- Why does this innovative method of subtraction from a third grader always work?
- How do we know that the number $1$ is not equal to the number $-1$?
- What are the Implications of having VΩ as a model for a theory?
- Defining a Galois Field based on primitive element versus polynomial?
- Can't find the relationship between two columns of numbers. Please Help
- Is computer science a branch of mathematics?
- Is there a bijection of $\mathbb{R}^n$ with itself such that the forward map is connected but the inverse is not?
- Identification of a quadrilateral as a trapezoid, rectangle, or square
- Generator of inertia group in function field extension
Popular # Hahtags
second-order-logic
numerical-methods
puzzle
logic
probability
number-theory
winding-number
real-analysis
integration
calculus
complex-analysis
sequences-and-series
proof-writing
set-theory
functions
homotopy-theory
elementary-number-theory
ordinary-differential-equations
circles
derivatives
game-theory
definite-integrals
elementary-set-theory
limits
multivariable-calculus
geometry
algebraic-number-theory
proof-verification
partial-derivative
algebra-precalculus
Popular Questions
- What is the integral of 1/x?
- How many squares actually ARE in this picture? Is this a trick question with no right answer?
- Is a matrix multiplied with its transpose something special?
- What is the difference between independent and mutually exclusive events?
- Visually stunning math concepts which are easy to explain
- taylor series of $\ln(1+x)$?
- How to tell if a set of vectors spans a space?
- Calculus question taking derivative to find horizontal tangent line
- How to determine if a function is one-to-one?
- Determine if vectors are linearly independent
- What does it mean to have a determinant equal to zero?
- Is this Batman equation for real?
- How to find perpendicular vector to another vector?
- How to find mean and median from histogram
- How many sides does a circle have?