lacunary - Mathnotes

Frequency and Period

Definitions

Here we'll talk about frequency as it relates to periodic functions. Periodic functions repeat their behavior over time. Here, I will assume that all periodic functions behave like sinusoidal functions in that their repetition is circular in nature, although I don't know if that's strictly true.

Period (usually denoted as T) is the amount of time it takes a cycle to complete. If you imagine a function tracing a circle, this is the time it takes to complete one circle. For a sinusoidal function, this is the time it takes to return to the same y value with the function changing in the same direction, i.e. the time it takes to form one complete peak and one complete valley.

Frequency (usually denoted as f or ν) is the number of cycles per unit of time a periodic function completes.

If we say that the unit of time for period is seconds, then the unit for frequency is cycles per second, aka Hertz.

Frequency and period are related in this way:

f=1T,T=1f(a)

That is, frequency is the reciprocal of period, and period is the reciprocal of frequency. As peroid increases, frequency decreases. As period decreases, frequency increases.

Angular frequency (usually denoted as ω) is the number of radians completed per unit of time. There are 2π radians per cycle of a periodic function, so angular frequency is related to frequency by:

ω=2πf,f=ω2π(b)

that is, everytime a function goes through one cycle, it goes through 2π radians and to find the frequency from the angular frequency, we divide the angular frequency by 2π. We can say that angular frequency is proportional to frequency with a proportionality constant of 2π, and that frequency is proportional to angular frequency with a proportionality constant of 1/2π.

Taking the first equation in (a) and the second in (b), we see how to relate angular frequency and period:

1T=ω2π,T=2πω,ω=2πT(c)

Note that angular speed - the rate of change of an angle with respect to time - has the same formula and units as angular frequency. They are basically the same thing but are used in different contexts.

Applied to sin

The period of sint is 2π. If we assume the unit of time is seconds, that means when t=2π, i.e. after 2π seconds have elapsed, sint has completed one cycle and is beginning to repeat its behavior and we have:

T=2π,f=12π,ω=1(a)

Since ω=1, we can rewrite sin(t) as sin(ωt) or sin(2πft) without changing behavior. We now see how to parameterize sin: ω is the horizontal scale factor for sin, determining how much the period will be stretched (for ω<1) or compressed (for ω>1).

Here is a desmos graph of parameterized sin

To make a sin function with frequency f, use sin(2πft). Some examples:

  • If we want a sin wave with a frequency of 1 hz, we use sin(2πt)
  • If we want a sin wave with a frequency of 50 hz, we use sin(100πt)
  • If we want a sin wave with an angular frequency of 50 radians per second, we use sin50t
  • If we want a sin wave with a period of 50, we use sin(2π150t)