Toeplitz

Generate matrix with Toeplitz symmetry

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Libraries:
DSP System Toolbox / Math Functions / Matrices and Linear Algebra / Matrix Operations

Description

Generate a symmetric or asymmetric Toeplitz matrix from inputs. If you select the Symmetric check box, the block generates a symmetric (or Hermitian) Toeplitz matrix. If you do not select the Symmetric check box, the block generates an asymmetric Toeplitz matrix. The columns and rows are specified by the first and second inputs, respectively. The first matrix element is inherited from the column.

Ports

Input

Input — Input

vector

Input u from which the block generates a symmetric (or Hermitian) Toeplitz matrix when you select the Symmetric check box. The single input defines both the first row and first column of the Toeplitz matrix.

Here is the equivalent MATLAB^® code.

y = toeplitz(u)

The output y has the dimension [length(u) length(u)]. For example, the Toeplitz matrix generated from the input vector [1 2 3 4] is

$$\left[\begin{array}{cccc}1& 2& 3& 4\\ 2& 1& 2& 3\\ 3& 2& 1& 2\\ 4& 3& 2& 1\end{array}\right]$$

Dependencies

To enable this port, select the Symmetric check box.

Data Types: single | double | int8 | int16 | int32 | uint8 | uint16 | uint32 | Boolean | fixed point
Complex Number Support: Yes

Toep Col — First column of asymmetric Toeplitz matrix

vector

First column of the asymmetric Toeplitz matrix, specified as a vector.

Dependencies

To enable this port, clear the Symmetric check box.

Data Types: single | double | int8 | int16 | int32 | uint8 | uint16 | uint32 | Boolean | fixed point
Complex Number Support: Yes

Toep Row — First row of asymmetric Toeplitz matrix

vector

First row of the asymmetric Toeplitz matrix, specified as a vector.

Dependencies

To enable this port, clear the Symmetric check box.

Data Types: single | double | int8 | int16 | int32 | uint8 | uint16 | uint32 | Boolean | fixed point
Complex Number Support: Yes

Output

Output — Toeplitz matrix

matrix

Toeplitz matrix, returned as a matrix. The block generates this matrix depending on the setting of the Symmetric check box.

When you select the Symmetric check box, the block generates a symmetric (or Hermitian) Toeplitz matrix from a single input u defining both the first row and first column of the matrix.

Here is the equivalent MATLAB code.

y = toeplitz(u)

The output has dimension [length(u) length(u)]. For example, the Toeplitz matrix generated from the input vector [1 2 3 4] is

$$\left[\begin{array}{cccc}1& 2& 3& 4\\ 2& 1& 2& 3\\ 3& 2& 1& 2\\ 4& 3& 2& 1\end{array}\right]$$

When you do not select the Symmetric check box, the Toeplitz block generates a Toeplitz matrix from inputs defining the first column and first row. The top input (Toep Col) is a vector containing the values to be placed in the first column of the matrix, and the bottom input (Toep Row) is a vector containing the values to be placed in the first row of the matrix.

Here is the equivalent MATLAB code.

y = toeplitz(Toep Col,Toep Row)

The other elements of the matrix obey the relationship:

y(i,j) = y(i-1,j-1)

and the output has dimension [length(Toep Col) length(Toep Row)]. The y(1,1) element is inherited from the Toep Col input. For example, the following inputs

Toep Col = [1 2 3 4 5]

Toep Row = [7 7 3 3 2 1 3]

produce the Toeplitz matrix

$$\left[\begin{array}{ccccccc}1& 7& 3& 3& 2& 1& 3\\ 2& 1& 7& 3& 3& 2& 1\\ 3& 2& 1& 7& 3& 3& 2\\ 4& 3& 2& 1& 7& 3& 3\\ 5& 4& 3& 2& 1& 7& 3\end{array}\right]$$

Data Types: single | double | int8 | int16 | int32 | uint8 | uint16 | uint32 | Boolean | fixed point
Complex Number Support: Yes

Parameters

Symmetric — Symmetric Toeplitz matrix output

on (default) | off

When you select the Symmetric check box, the block generates a symmetric (Hermitian) Toeplitz matrix from a single input, u, defining both the first row and first column of the matrix.

Here is the equivalent MATLAB code.

y = toeplitz(u)

When you do not select the Symmetric check box, the Toeplitz block generates a Toeplitz matrix from inputs defining the first column Toep Col and first row Toep Row.

Here is the equivalent MATLAB code.

y = toeplitz(Toep Col,Toep Row)

The other elements of the matrix obey the relationship:

y(i,j) = y(i-1,j-1)

For more information, see the Output port description.

Saturate on integer overflow — Saturate on integer overflow

on (default) | off

When you generate a symmetric Toeplitz matrix with this block, if the input vector is complex, the output is a symmetric Hermitian matrix whose elements satisfy the relationship:

$$y(i,j)=\mathrm{conj}(y(j,i))$$

For fixed-point signals, the conjugate operation could result in an overflow. When you select this parameter, overflows saturate. This parameter is ignored for floating-point signals.

Dependencies

To enable this parameter, select the Symmetric check box.

Block Characteristics

Data Types	Boolean | double | fixed point | integer | single
Direct Feedthrough	no
Multidimensional Signals	no
Variable-Size Signals	no
Zero-Crossing Detection	no

Extended Capabilities

C/C++ Code Generation
Generate C and C++ code using Simulink® Coder™.

Version History

Introduced before R2006a