Zero-Order Hold Method
Definition
The zero-order hold (ZOH) method is a technique used in digital signal processing to reconstruct a continuous-time signal from a discrete-time one.
Methodology
Sampling - The continuous-time signal is sampled at regular intervals (the sampling period).
Holding - The value of each sample is held constant until the next sample arrives. This creates a piecewise-constant signal that resembles a staircase.
Mathematical Representation
If you have a discrete-time signal
where:
is the sampling period is the sample index
Applications
Digital-to-Analog Conversion (DAC) - ZOH is commonly used in DACs to convert digital signals into analog signals that can drive real-world systems.
Control Systems - ZOH is used in control systems to model the behavior of systems that receive digital control inputs but operate in continuous time.
Key Points
The zero-order hold is a simple and practical way to reconstruct signals.
It introduces a delay of one-half the sample period into the reconstructed signal.
The reconstructed signal contains higher-order harmonics due to the sharp steps, which might need filtering in some applications.