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This is lab manual for Digital Signal Processing course at COMSATS Institute of Information Technology, provided by Dr. Khalida Jaleel. It includes: Amplitude, Modulation, Signal, Simultaneous, Transmission, Frequency, Division, Multiplexing, Span
Typology: Exercises
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University of Rhode Island Department of Electrical and Computer Engineering ELE 436: Communication Systems
Why do we have to modulate a signal for transmission? Why can’t the signal be sent as it is? There are two main reasons for modulation. The first reason has to do with the laws of electromagnetic propagation, which dictate that the size of the radiating element, the antenna, be a significant fraction of the wavelength of the signal being transmitted. For example, if we want to transmit a 1 kHz signal by a quarter wave antenna, the size of the antenna would need to be 75 km. On the other hand, if the signal is being transmitted on a high frequency carrier, say 630 kHz, the corresponding size of the radiating antenna needs to be only 119 m.
The second reason is for the simultaneous transmission of different signals. As audio signals rele- vant to humans lie from a few hertz to a few thousand hertz, we could broadcast only one baseband signal at a time. Simultaneous transmission would cause the overlap of signals and we would not be able to separate them. However, through modulation, we can transmit many signals simultane- ously by shifting their spectra using different carrier frequencies. This is called frequency division multiplexing (FDM).
There are many different types of amplitude modulation, such as commercial amplitude modulation, DSB-SC (double sideband suppressed carrier) AM, and SSB (single sideband) AM. We are mainly concerned with the commercial amplitude modulation and the DSB-SC techniques for the purposes of this lab. The other types of AM can be studied in more detail through Haykin’s textbook used in class, or from the class notes.
Commercial amplitude modulation is done by adding a dc offset to the baseband signal, m(t) and then multiplying by a sinusoid of frequency fc. The formula for an amplitude modulated signal s(t) is as follows s(t) = Ac[1 + kam(t)]cos(2πfct) (1)
where
m(t) = baseband signal fc = carrier frequency Ac = carrier amplitude ka = modulation index
The number ka should not exceed 1.
Question: What is the reason for this? In your report, answer the question and give an explanation using diagrams for s(t) with ka < 1 , ka > 1, and ka = 1. Remember the fact that when ka = 1, we have 100% modulation.
From equation (1), we find that the Fourier transform of the AM signal s(t) is given by
S(f ) = A 2 c[δ(f − fc) + δ(f + fc)] + ka 2 A c[M (f − fc) + M (f + fc)] (2)
where M (f ) is the transform of the information carrying signal, m(t). See Figure 1.
Question: Include a derivation of equation (2) in your report.
In DSB-SC AM, there is no dc offset added to the baseband signal. As a result, the carrier component of the AM signal is suppressed. The formula for the modulated signal becomes
s(t) = m(t)cos(2πfct) (3)
and the Fourier transform of equation (3) is given by
S(f ) =^12 M (f − fc) +^12 M (f + fc) (4)
Question: Include a derivation of equation (4) in your report.
The Matlab environment can be an effective tool for viewing the effects of various forms of mod- ulation. In the following exercise the student will amplitude modulate a signal and examine the result in both the time and frequency domains. The best part is that the Matlab file is already written for you, all you have to do is modify a few variables!
at the code. In Matlab, run the file and view the resulting plot. It should resemble the plot shown in figure 1.
You have now created a nice little AM signal with the function generator. Let’s take a look at it. The following instructions are intended for use with the Tektronix Color Digital Phosphor Oscilloscope (with FFT!).
Let’s get an up close look at the AM spectrum. We will be using the Hewlett Packard 8560A Spectrum Analyzer with a frequency range up to 2.9Ghz. This analyzer should be more than sufficient for all your spectrum analysis needs.
of each of the impulses? How does changing the frequency of the carrier sinusoid affect the AM spectrum? How does changing the frequency of the baseband singnal m(t) affect the AM spectrum? What would the magnitude spectrum look like if the carrier was a square wave of 630kHz? Verify your answers using the function generator and spectrum analyzer.
Once the modulated signal has been transmitted, it needs to be received or demodulated. There are basically two types of demodulation: coherent and incoherent. Coherent demodulation in- volves multiplying the AM signal by a sinusoid of exactly the same frequency and phase. This is more difficult than it might seem. This section will focus on incoherent methods for demod- ulation. These methods find the envelope of the AM signal without multiplying by a sinusoid.
RF filter (^) μ¥ Env detector
∂≥
Antenna
cos(2πfot)
Speakers
DSP board
Figure 2: Steps of demodulation