Matrix Decomposition: Finding A & B for C & D

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SUMMARY

The discussion focuses on the problem of matrix decomposition, specifically finding two real square matrices A and B such that C = A*A - B*B and D = A*B + B*A, where C is symmetric and D is antisymmetric. The problem is relevant in the context of radar Doppler measurements of hydrometeors. A common approach to matrix decomposition is highlighted, where any square matrix A can be expressed in terms of its symmetric and antisymmetric components.

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  • Understanding of matrix multiplication and properties of symmetric and antisymmetric matrices
  • Familiarity with matrix decomposition techniques
  • Knowledge of radar Doppler measurement principles
  • Basic linear algebra concepts
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  • Research algorithms for matrix decomposition, focusing on symmetric and antisymmetric matrices
  • Explore the application of matrix decomposition in radar signal processing
  • Study advanced linear algebra techniques, including eigenvalue decomposition and Cholesky decomposition
  • Investigate numerical methods for solving matrix equations
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Mathematicians, data scientists, engineers working in radar technology, and anyone involved in advanced linear algebra applications.

schutgens
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Hello,

I have a question about what I would call, for want of a better name, matrix decomposition. However, my question does not concern standard decompositions like eigenvalue or Cholesky decomposition.

The problem:
Assume given two real and square matrices C and D. C is symmetric, while D is antisymmetric. Find two real and square matrices A and B, such that:
C = A*A - B*B
and
D = A*B + B*A
Here * denotes standard matrix multiplication.

Does anybody know a suitable algorithm for this or a similar problem? Most likely several solutions A and B exist.

This problem arises when trying to describe radar Doppler measurements of hydrometeors (cloud and rain drops).

Any help will be appreciated.
 
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There is probably a typo in the condition for ##C##.

The way is usually from the other direction: Given any square matrix ##A##, then ##A+A^\tau## is symmetric and ##A-A^\tau## antisymmetric, better: skew symmetric. The decomposition is ##A=\frac{1}{2}\cdot \left((A+A^\tau)+(A-A^\tau) \right)\,.##
 

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