LookupTableND
This block approximates a non-linear function using interpolation on data provided as an "n-dimensional table".
Library
LookupTables
Description
The LookupTableND block approximates a non-linear function using interpolation on data provided as a "ND-table". The N-dimensional table is then defined by specifying N vectors (X1, X2, ..., Xi, ..., Xn) of possibly different sizes (nXi), and a "ND-table", a vector of size (nX1*nX2*...*nXi*...*nXn). Output of the block is the approximation of the block input using the selected interpolation method.
Each input can be either scalar, vector or matrix.
Parameters
Name | Label | Description | Data Type | Valid Values |
---|---|---|---|---|
nDims | Number of dimensions | Number of dimensions of the lookup table. One dimension corresponds to one input. | Number | |
dims | Input vectors | Structure | ||
dims/dimi | Input vector for each dimension | A vector indicating input break points for each dimension. | Cell of vectors | |
ff | Table data | A vector containing data for n-dimensional table. | Vector | |
Method | Interpolation method | String | 'Hold' | |
DoOutside | Result outside the table range | String | 'Hold' | |
derivative | Provide partial derivative vector | Select for the block to provide the vector of the partial derivative of the table with respect to each dimension. | Number | 0 |
externalActivation | External activation | Specifies whether the block receives an external activation or inherits its activation through its regular input ports. When External Activation is selected, an additional activation port is added to the block. By default, external activation is not selected. | Number | 0 |
Ports
Name | Type | Description | IO Type | Number |
---|---|---|---|---|
Port 1 | explicit | output | 1 | |
Port 2 | explicit | output | derivative | |
Port 3 | explicit | input | nDims | |
Port 4 | activation | input | externalActivation |