kaira.constraints.utils.measure_signal_properties

kaira.constraints.utils.measure_signal_properties(x: Tensor) → Dict[str, float]

Measure common signal properties for a given tensor.

Calculates key signal properties like power, PAPR, and peak amplitude that are commonly constrained in communication systems.

Parameters:

x (torch.Tensor) – Input signal tensor

Returns:

Dictionary of measured signal properties

Return type:

Dict[str, float]

Example

>>> signal = torch.randn(1, 64)
>>> props = measure_signal_properties(signal)
>>> print(f"Signal PAPR: {props['papr']:.2f}")

Examples using kaira.constraints.utils.measure_signal_properties

Understanding Basic Power Constraints in Kaira

Understanding Basic Power Constraints in Kaira

Composing Constraints for Complex Signal Requirements

Composing Constraints for Complex Signal Requirements

Practical Applications of Constraints in Wireless Communication Systems

Practical Applications of Constraints in Wireless Communication Systems