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Continuous-time vs discrete-time signals
Short answer
A continuous-time signal x(t) is defined for all t, e.g., 5sin(100πt); a discrete-time signal x[n] is defined only at integer indices, e.g., (0.5)^n u[n]. CT signals are processed by analog circuits, DT by digital systems; DT often obtained by sampling CT with period T_s.
Define signals both in continuous time and discrete time with examples. Give the difference between them.
A signal is a function of one or more independent variables (usually time) that carries information, e.g. speech, ECG, temperature readings.
- Continuous-time (CT) signal: defined for every value of time in an interval. The independent variable is continuous and written in round brackets, . Examples: speech voltage from a microphone, , room temperature varying with time.
- Discrete-time (DT) signal: defined only at discrete instants of time, , where is an integer. It is a sequence of numbers written . Examples: daily closing share price, samples of speech stored in a computer, .
CT signal x(t) DT signal x[n]
| .--. | o
| / \ | | o
| / \ . | o | | o
|/ \ / | | | | |
--+----------\--/---> t --+-+-+--+--+----> n
'-- -1 0 1 2
| Point | Continuous-time | Discrete-time |
|---|---|---|
| Independent variable | Continuous | Integer |
| Notation | ||
| Defined at | All instants | Only sampling instants |
| Origin | Natural/physical (analog) | Sampling of CT or naturally discrete data |
| Processing | Analog circuits (R, L, C, op-amps) | Digital hardware, computers, DSP |
| Energy/power | Integral of | Sum of |
| Periodicity | periodic for any | periodic only if rational |
| Frequency range | to | Unique only over |
A DT signal is often obtained by sampling a CT signal: .
✓ Answer checked by Claude Opus 5.5 (high effort)
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