Time Domain: Classification Flashcards

Part 1A of the Signals and Systems unit, describing fundamental classifications of signals.

1
Q

What is a continuous time (CT) signal?

A

A signal that has values for all points in time in some interval. It is denoted as x(t), where t = time

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
2
Q

What is a discrete time (DT) signal?

A

A discrete time signal has values for only discrete points in time. Effectively, it is a sequence of samples. It is denoted as x[n], where n Is an integer defined over some time interval.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
3
Q

When is a signal considered analogue?

A

A signal (CT or DT) is considered analogue if the values that the signal can have vary continuously.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
4
Q

When is a signal considered digital?

A

A signal (CT or DT) is considered digital if it can only have a finite set of possible values.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
5
Q

These signals are considered continuous time - continuous variable signals.

A

Analogue signals

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
6
Q

These signals are considered to be discrete time - discrete variable signals.

A

Digital signals

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
7
Q

When is a continuous time signal considered to be periodic?

A

A CT signal, x(t) is considered to be periodic with period T if:

x[t] = x(t+T), for all t

where T is a positive real constant

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
8
Q

What is the fundamental period?

A

The smallest value of T that satisfies periodicity

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
9
Q

What is the fundamental frequency of a periodic signal?

A

f = 1/T

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
10
Q

What is the angular frequency of a periodic signal (CT and DT)?

A

ω = 2π/T, for a CT signal

ω = 2π/N, for a DT signal

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
11
Q

When do we consider a discrete-time signal to be periodic?

A

A discrete-time signal is said to be periodic with period N if:

x[n] = x[n+N], for all n

where N is a positive integer constant

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
12
Q

What are the 3 ways of representing power?

A

Instantaneous power, average power, total average power

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
13
Q

How do we find the instantaneous power of a signal?

A

The magnitude of the signal squared at time t

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
14
Q

What is an energy signal?

A

For the energy to be finite the amplitude of the signal should tend to zero as t tends to infinity, signals for which this is true are called energy signals.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
15
Q

What is a power signal?

A

A signal in which the function e.g. x(t) does not tend to 0 as t tends to infinity. This signal has infinite energy so we use power to quantify the signal instead.

How well did you know this?
1
Not at all
2
3
4
5
Perfectly
16
Q

What is the simple equation for power?

A

Power = Energy/Time

17
Q

What is an odd signal?

A

A signal that is antisymmetric about the origin.

This means that x(t) = -x(-t) for all t for CT signal

or x[n] = -x[-n]

e.g. (2,-3) -> (-2, 3)

(1,1) -> (-1,-1)

Odd signals have a value of 0 at the origin

18
Q

What is an even signal?

A

A signal which when plotted is symmetrical about the origin. This means:

x(t) = x(-t), for all t of a CT signal

x[n] = x[-n] for all n of a DT signal

e.g. (2, 3) -> (-2, 3)

(1, 1) -> (-1, 1)

19
Q

What is the importance of odd and even signals?

A

Every signal can be expressed as a sum of odd and even components as follows:

x(t) = xe(t) + xo(t)

20
Q

How can we express an even signal as a function of x and t?

A

xe(t) = 1/2[x(t)+x(-t)]

21
Q

How can we express an odd signal as a function of x and t?

A

Xo(t) = 1/2[x(t) - x(-t)]

22
Q

What is a causal signal?

A

Causal signals are non-zero only for t greater than or equal to zero.

The signal only has some value at and after time 0.

23
Q

What is a non-causal signal?

A

A non-causal signal are non-zero before time t.

The signal will have some value before time 0.

24
Q

What are deterministic signals?

A

Signals that can be computed beforehand at any instant of time (i.e signals fully described by a mathematical expression)

25
Q

What is a random signal?

A

A signal that cannot be described by a mathematical equation due to uncertainity with respect to its value at some instant of time. Hence, they are modelled in probabilistic terms.

Also known as non-deterministic signals