SUMMARY
The discussion focuses on calculating the time taken for the output of a discrete-time LTI system to fall below 1% of its initial value after applying a unit impulse. The impulse response function is given as h[n] = (1 - α²)α^{n-1}u[n-1] - αδ[n-1], where convergence occurs for α < 1. The inequality to solve for n is n < ln(0.01α(1 - α - α²) / (1 - α²)) / ln(α), which can also be expressed as n < logα(0.01α(1 - α - α²) / (1 - α²)). This provides a clear method for determining the decay time algebraically.
PREREQUISITES
- Understanding of discrete-time LTI systems
- Familiarity with impulse response functions
- Knowledge of logarithmic functions and inequalities
- Basic proficiency in algebraic manipulation
NEXT STEPS
- Study the properties of discrete-time LTI systems
- Learn about impulse response and its significance in system analysis
- Explore the use of logarithmic functions in solving inequalities
- Investigate numerical simulation techniques for LTI systems using tools like MATLAB or Python
USEFUL FOR
Students and professionals in electrical engineering, control systems, and signal processing who are analyzing discrete-time LTI systems and their response characteristics.