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5.4: Sinusoidal Models
Opening the book…
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Note to the Instructor (click to expand)
This section covers an introduction to applications (or data models) that can be described using the sine or cosine functions. The exception is simple and damped harmonic motion—that material is reserved for the next section. For now, it's important that students understand the concepts of angular and ordinary frequency. Playing with data in Desmos can be very useful when it comes to instruction for this section.
Core Prerequisites (i.e., "Understanding the Lesson"): The following prerequisite topics (which have not already been listed as prerequisites in previous sections of this text) are required to understand the core concepts in this lesson.
Operational Prerequisites (i.e., "Completing the Homework"): The following prerequisite topics (which have not already been listed as prerequisites in previous sections of this text) are needed to complete the homework.
The following is a list of learning objectives for this section.
Learning Objectives (click to expand)
Build a sinusoidal model from an application.
Build a sinusoidal model from data.
Rewriting the Coordinate Definition
We begin this section with a brief interlude. Recall the coordinate definition of the trigonometric functions, which is presented below for our discussion.
Let \( \theta \) be an angle in standard position with the point \( P\left( x,y \right) \) on the terminal side of \( \theta \), where \( P \) is not the origin. Define \( r = \sqrt{x^2 + y^2} \). The trigonometric functions of the angle \( \theta \) are defined as follows:\[ \begin{array}{|cccc|cccc|}
\hline
\textbf{Function} & \textbf{Function} & & & \textbf{Function} & \textbf{Function} & & \\
\textbf{Name} & \textbf{Notation} & & \textbf{Definition} & \textbf{Name} & \textbf{Notation} & & \textbf{Definition} \\
\hline
\text{The sine of }\theta & \sin\left( \theta \right) & = & \dfrac{y}{r} & \text{The cosecant of }\theta & \csc\left( \theta \right) & = & \dfrac{r}{y} \\[6pt]
\text{The cosine of }\theta & \cos\left( \theta \right) & = & \dfrac{x}{r} & \text{The secant of }\theta & \sec\left( \theta \right) & = & \dfrac{r}{x} \\[6pt]
\text{The tangent of }\theta & \tan\left( \theta \right) & = & \dfrac{y}{x} & \text{The cotangent of }\theta & \cot\left( \theta \right) & = & \dfrac{x}{y} \\[6pt]
\hline \end{array} \nonumber \]
If we hold \(r\) to be constant and plot all points a distance of \(r\) units from the origin, then we will have graphed a circle of radius \(r\) centered at the origin. By the coordinate definition of the trigonometric functions, if the point \(\left(x,y\right)\) is on this circle and is on the terminal side of \(\theta\), then\[\cos\left(\theta\right) = \dfrac{x}{r} \quad \text{and} \quad \sin\left(\theta\right) = \dfrac{y}{r}.\nonumber\]We have reached a point in this text where writing these formulas in an alternate form is more useful. Solving the formulas for \(x\) and \(y\), respectively, we get the following:\[x = r\cos\left(\theta\right) \quad \text{and} \quad y = r\sin\left(\theta\right).\label{polarform}\]The formulas in \ref{polarform} apply to any point on the terminal side of \(\theta\) on a circle of radius \(r\). Understanding these formulas is essential for our success moving forward in Trigonometry.
Sinusoidal Models
Now that we have a solid understanding of the graphs for the fundamental trigonometric functions, it's time we focused on their applications. In the same way exponential functions can be used to model a wide variety of phenomena in nature, the cosine and sine functions can be used to model their fair share of natural behaviors. In particular, sinusoidal waves are common in physics, engineering, computer science, signal processing, and many other fields. For consistency, we will focus on building applications using the sine function (although, you are welcome to use the Cofunction Identities to transform our sine models into cosine models). Moreover, we switch to the independent variable \(t\) (instead of \(x\) or \(\theta\)) since the applications in this section are time-dependent.
Before diving into the applications, let's summarize some important facts and definitions about the sine function. Let\[f(t) = A\,\sin\left(Bt + C\right) + D.\label{sinefnc}\]From the material so far in this chapter, we know that \(|A|\) is the amplitude, the period is \(\frac{2\pi}{B}\), the phase shift is \(-\frac{C}{B}\), and the vertical shift (or midline) is \(D\).
Along with knowing these formulas, it is helpful to remember what these quantities mean in context. As we discuss these contextual meanings, we will inevitably introduce more definitions (mostly from physics) that we will occasionally be using throughout the remainder of this text.
The amplitude measures the sine wave's maximum displacement (change in position) from its midline. Therefore, if the midline of a sinusoidal function is \(y = 120\) and the amplitude is \(30\), the maximum displacement of the sinusoidal wave is \(30\).
The period is the length of time it takes to complete one cycle of the sinusoid. For a slightly oversimplified example, the signal your antenna is receiving from a broadcasting radio station is a sinusoidal wave. If this wave takes \(1.0152 \times 10^{-8}\) seconds to complete a single cycle, then its period is \(1.0152 \times 10^{-8}\).
A more physically interesting, and important, interpretation related to the period is the ordinary frequency of the sinusoid (often just called the frequency). This was introduced previously but not really used, so let's recall some information about the frequency. This is the number of cycles the sinusoid goes through in a given unit of time (generally, per second). Since the period is in seconds per cycle and frequency is cycles per second, it should make sense that period and frequency are reciprocals. That is, if \(f\) is the frequency of a sinusoid and \(T\) is its period,\[f = \dfrac{1}{T} \quad \text{and} \quad T = \dfrac{1}{f}.\nonumber\]Thus, the frequency of the radio station mentioned above is\[f = \dfrac{1}{T} = \dfrac{1}{1.0152 \times 10^{-8}} \approx 98{,}502{,}758\,\text{cycles per second}.\nonumber\]The unit for "cycles per second" is called the Hertz (Hz). Therefore, the radio station is operating at roughly \(98.5\) million Hertz, or \(98.5\) MHz (megahertz).
Another concept we introduced previously is the angular frequency. In terms of Equation \ref{sinefnc}, the angular frequency is defined as the value of \(B\). This tells how many cycles are completed over an interval of length \(2\pi\).
The phase shift represents how much of a "head start" the sinusoid has over the unshifted sine function.
The phase angle (also called the phase), which was only mentioned in a footnote in the previous section, is the value of \(C\). It is the angle corresponding to \(t = 0\). Since we have not officially written the definition for this, it is provided below.
Definition: Phase Angle
The phase angle (also called the phase) is defined to be the value of \( C \) in the sinusoidal functions \( A \, \sin(Bx + C) + D \) and \( A \, \cos(Bx + C) + D \).
All of this information is summarized below.
Summary: Sine Curve Properties
The amplitude is \(|A|\)
The angular frequency is \(B\) and the ordinary frequency is \(f=\frac{B}{2\pi}\)
The period is \(T = \frac{2\pi}{B} = \frac{1}{f}\)
The phase angle is \(C\) and the phase shift is \(-\frac{C}{B}\)
The vertical shift or midline is \(D\)
From this point forward, when dealing with applications, we will use the terms angular frequency, frequency, and phase when possible. Therefore, it's best to make a note of these definitions so you don't forget them.
Our first foray into sinusoidal motion puts these definitions and the equations in \ref{polarform} to good use.
Example \(\PageIndex{1}\)
The Giant Wheel at Cedar Point is a circle with a diameter of 128 feet, which sits on an 8-foot-tall platform, making its overall height 136 feet. It completes two revolutions in 2 minutes and 7 seconds. Assuming that the riders are at the edge of the circle, find a sinusoid that describes the height of the passengers above the ground \(t\) seconds after they pass the point on the wheel closest to the ground.
Solution
As is most often the case, we begin by sketching the situation below. We will assume a counterclockwise rotation.
Figure \(\PageIndex{1}\)
We were told the diameter of the circle is 128 feet. Therefore, its radius is 64 feet. For simplicity, and to introduce a coordinate system to the situation, let's graph this circle centered at the origin. We will raise it up eventually, but this initial sketch can be very helpful.
Figure \(\PageIndex{2}\)
Our eventual goal is to find the height of a rider, which is related to the \(y\)-coordinates of this circle. However, we know from \ref{polarform} that\[y = r\sin\left(\theta\right) = 64\sin\left(\theta\right).\nonumber\]One thing you must get used to is that our sinusoidal models are functions of time—not angles. Therefore, we will trade \(\theta\) out for \(Bt + C\)—this is the most general argument of the sine function and something we have been working with recently. Hence, the height of a rider on the Great Wheel will be related to the function\[64\sin\left(\theta\right) = 64\sin\left(Bt + C\right).\nonumber\]Since the Great Wheel is not partially underground, we need to lift this function up. Specifically, we need to shift the center of our circle so that the bottom of the Great Wheel is \(8\) feet above the ground (which is the \(x\)-axis in our figure above). Thus, we need to move this circle up \(64\) feet plus an additional \(8\) feet, for a total of \(72\) feet.
Figure \(\PageIndex{3}\)
Therefore, we are considering a sinusoidal model of the form\[h(t) = 64\sin\left(Bt + C\right) + 72.\nonumber\]There are only two things left to consider—the angular frequency and the phase angle of the sinusoidal model.
The angular frequency is \(B\), which is known to be related to the period, \(T\), by the formula\[T = \dfrac{2\pi}{B}\nonumber\]\[\implies B = \dfrac{2\pi}{T}.\label{ex1formula}\]The period is the time it takes for the sinusoidal function to complete one cycle. For this application, the period is the time it takes the Giant Wheel to perform one full revolution. We are told the Giant Wheel goes through two full revolutions in 2 minutes and 7 seconds. Therefore, it takes 127 seconds to go through two revolutions and half that to go through one. Hence, the period is\[\text{Period} = T = \dfrac{\text{time}}{\text{one revolution}} = \dfrac{127}{2}\text{ seconds per revolution}.\nonumber\]Substituting this into \ref{ex1formula}, we get\[B = \dfrac{2\pi}{T} = \dfrac{2\pi}{127/2} = \dfrac{4\pi}{127}.\nonumber\]The sinusoidal model is really taking shape now.\[h(t) = 64\sin\left(\dfrac{4\pi}{127}t + C\right) + 72.\nonumber\]The height of a rider at \(t = 0\) is \(8\). Therefore, letting \(t = 0\) and \(h = 8\), we get\[8 = 64\sin\left(C\right) + 72 \implies -1 = \sin\left(C\right) \implies C = \dfrac{3\pi}{2}.\nonumber\]With this, we have found the equation of motion for the rider,\[h(t) = 64\sin\left(\dfrac{4\pi}{127}t + \dfrac{3\pi}{2}\right) + 72.\nonumber\]We can check the reasonableness of our answer by graphing \(y = h(t)\) over the interval \(\left[0, \frac{127}{2}\right]\).
A few remarks about Example \(\PageIndex{1}\) are in order. First, note that the amplitude of 64 in our answer corresponds to the radius of the Giant Wheel. This means that passengers on the Giant Wheel never stray more than 64 feet vertically from the center of the Wheel, which makes sense. Another way to say this (using our new definitions) is that the maximum displacement of a rider on the Great Wheel is 64 feet.
The second thing to note is our process of finding the value of the phase angle. Trigonometry is a fun topic because there are usually several ways to do something, and not one is better than another. In fact, if I were investigating this problem and were not concerned about instructing you on new language, I would have found the value of \(C\) using a different approach. To figure out the phase angle, we could have sketched the path of a rider on the Great Wheel from the time they enter \(\left(t = 0\right)\).
Figure \(\PageIndex{4}\)
Notice that this sketch looks more like a reflected cosine than a sine; however, we made our choice to work with sine, and, darn it, we are going to stick with it. The actual sine function starts one-fourth of the way through this cycle. That is, at time \(\frac{1}{4}\left(\frac{127}{2}\right) = \frac{127}{8}\). Hence, the sinusoidal model has a phase shift of \(\frac{127}{8}\). Using the relation \(\text{Phase Shift} = -\frac{C}{B}\), we get\[\begin{array}{crcl} & \text{Phase Shift} & = & -\dfrac{C}{B} \\[6pt] \implies & \dfrac{127}{8} & = & -\dfrac{C}{4\pi/127} \\[6pt] \implies & \dfrac{127}{8} & = & -\dfrac{127C}{4\pi} \\[6pt] \implies & -\dfrac{4\pi}{8} & = & C \\[6pt] \implies & -\dfrac{\pi}{2} & = & C \\[6pt] \end{array}\nonumber\]Thus, our sinusoidal model is\[h(t) = 64\sin\left(\dfrac{4\pi}{127}t - \dfrac{\pi}{2}\right) + 72.\nonumber\]Now, you might say, "Hey, that's not what we got in Example \(\PageIndex{1}\)!" I beg to differ. Remember, the value of \(\sin\left(\theta\right)\) is the same as the value of \(\sin\left(\theta - 2\pi\right)\). If you subtract \(2\pi\) from the argument in the answer to Example \(\PageIndex{1}\), you would get \(h(t) = 64\sin\left(\dfrac{4\pi}{127}t - \dfrac{\pi}{2}\right) + 72\).
The third and final thing to mention is the phase shift of our answer, which is \(\frac{127}{8}=15.875\). This represents the "time delay" (in seconds) we introduce by starting the motion at the point \(P\) as opposed to the point \(Q\). Said differently, passengers who "start" at \(P\) take 15.875 seconds to "catch up" to the point \(Q\).
Checkpoint \(\PageIndex{1}\)
Outside temperature over a day can be modeled as a sinusoidal function. Suppose you know the high temperature for the day is 78 degrees and the low temperature of 42 degrees occurs at 6 AM. Assuming \(t\) is the number of hours since midnight, find an equation for the temperature, \(T\), in terms of \(t\).
Our next example shows how to deal with data that is sinusoidal in nature.
Example \(\PageIndex{2}\)
According to the U.S. Naval Observatory website, the number of hours, \(H\), of daylight that Fairbanks, Alaska received on the 21st day of the \(n\)th month of 2009 is given below. Here, \(t = 1\) represents January 21, 2009, \(t = 2\) represents February 21, 2009, and so on.
Find a sinusoid that models these data and use graphing technology to graph your answer along with the data.
Compare your answer to part (a) to one obtained using the regression feature of your graphing technology.
Solutions
We plot the data below (using Desmos' table feature) to get a feel for it.
Figure \(\PageIndex{5}\)
The data certainly appear sinusoidal, but when it comes down to it, manually fitting a sinusoid to data is not an exact science. We do our best to find the constants \(A, B, C\) and \(D\) so that the function\[H(t)=A\sin(Bt+C)+D\nonumber\]closely matches the data. We first go after the vertical shift \(D\) whose value determines the midline. In a typical sinusoid, the value of \(D\) is the average of the maximum and minimum values. So here we take\[D=\dfrac{3.3+21.8}{2}=12.55.\nonumber\]Next is the amplitude, \(|A|\), which is the displacement from the midline to the maximum (and minimum) values. We find\[|A|=|21.8-12.55|=9.25.\nonumber\]As long as we know we are going to choose our sine function to be positive, we have\[H(t)=9.25\sin(Bt+C)+12.55.\nonumber\]Next, we go after the angular frequency, \(B\). Since the data collected is over the span of a year (12 months), we take the period to be \(T=12\) months. This means\[B=\dfrac{2\pi}{T}=\dfrac{2\pi}{12}=\dfrac{\pi}{6}.\nonumber\]The last quantity to find is the phase, \(C\). It is easier in this case to find the phase shift, \(-\frac{C}{B}\). Since we picked \(A \gt 0\), the phase shift corresponds to the first value of \(t\) with \(H(t) = 12.55\) (the midline value). Here, we choose \(t = 3\), since the output of 12.4 is closer to 12.55 than the next value, 15.9, which corresponds to \(t = 4\). Hence, \(-\frac{C}{B}=3\), so \(C=-3B=-3\left(\frac{\pi}{6}\right)=-\frac{\pi}{2}\). Thus, we have\[H(t)=9.25\sin\left(\dfrac{\pi}{6}t-\dfrac{\pi}{2}\right)+12.55.\nonumber\]Below is a graph of our data with the curve \(y = H(t)\).
Figure \(\PageIndex{6}\)
Using the following command in Desmos, we get
Figure \(\PageIndex{7}\)
While both models seem to fit the data reasonably, Desmos' model is the better fit.
Checkpoint \(\PageIndex{2}\)
The table shows the number of hours of daylight in Glasgow, Scotland on the first of each month.
Month
Jan
Feb
Mar
Apr
May
Jun
Jul
Aug
Sep
Oct
Nov
Dec
Daylight Hours
7.1
8.7
10.7
13.1
15.3
17.2
17.5
16.7
13.8
11.5
9.2
7.5
Sketch a sinusoidal graph of daylight hours as a function of time, with \(t=1\) in January.
Estimate the period, amplitude, and midline of the graph.
Answers
Plot the data points and fit a sinusoidal curve by eye, as shown below.
Figure \(\PageIndex{8}\)
The period of the graph is 12 months. The midline is approximately \(y = 12.25\), and the amplitude is approximately 5.25.
Success in College: Negative Talk
Sometimes math students use “negative self-talk” about math. They say, “I can’t do math” instead of, “I can do some math and, with hard work, I’ll be able to do more.” They say, “I should be able to work faster” instead of “I can work fast enough to pass the course.”
It has been proven that positive thinking is part of success. Being an optimist about math, but more importantly, about life, is a crucial building block of success.
A favorite quote of mine comes from Thomas Edison. When asked how he felt about so many failed tests before finally inventing the lightbulb, he responded, “I didn’t fail the tests; I just found 100 ways to do it wrong.”
Here are some questions about this topic that may help you succeed in this class (and possibly many other classes as well):
What effect(s) do you think negative self-talk can have on a student’s attitude about math? Why?
What effect do you think negative self-talk can have on a student’s performance in math? Why?
Success in Mathematics: Why Study Mathematics? (Part 3)
Matthew Jannsen graduated with a degree in mathematics in 2000. He went to law school and is now an attorney. He writes,
"At this stage of my career I spend a majority of my time conducting legal research and drafting legal memoranda. Most people assume that mathematics would not be the most appropriate preparation for a person who makes their living engaging in these activities. I would disagree. In fact, I would suggest that my mathematics background has been one of my greatest assets throughout my law school and legal careers and will continue to help me develop as a lawyer throughout my career. In order to succeed as a math major, I always had to engage in logical thought... I constantly rely on the logical thinking skills that I developed as a math major in executing my tasks as an attorney and I am grateful for my mathematics education."
Describe, in detail, what you think it means to "think logically."
Is logical thought a vital skill in the career that you hope to have? Explain.
This page titled 5.4: Sinusoidal Models was last modified on Fri, 02 Oct 2026 22:15:15 GMT and is shared under a CC BY-SA 12 license and was authored, remixed, and/or curated by Roy Simpson.