Summary: Problems Dealing with Information Communication.
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A modulated signal needs to be sent over a transmission
line having a characteristic impedance of
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The signal
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Complementary filters usually have
“opposite” filtering characteristics (like a
lowpass and a highpass) and have transfer functions that
add to one. Mathematically,
A message signal
Two ELEC 241 students disagree about a homework
problem. The issue concerns the discrete-time signal
One way for someone to keep people from receiving an AM
transmission is to transmit noise at the same carrier
frequency. Thus, if the carrier frequency is
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A system for hiding AM transmissions has the transmitter
randomly switching between two carrier frequencies
Stereophonic radio transmits two signals simultaneously
that correspond to what comes out of the left and right
speakers of the receiving radio. While FM stereo is
commonplace, AM stereo is not, but is much simpler to
understand and analyze. An amazing aspect of AM stereo
is that both signals are transmitted within the same
bandwidth as used to transmit just one. Assume the left
and right signals are bandlimited to
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A clever system designer claims that the depicted
transmitter has, despite its complexity,
advantages over the usual amplitude modulation system.
The message signal
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The transfer function
In a so-called multi-tone system, several bits are
gathered together and transmitted simultaneously on
different carrier frequencies during a
In addition to additive white noise, metropolitan cellular radio channels also contain multipath: the attenuated signal and a delayed, further attenuated signal are received superimposed. As shown in Figure 6, multipath occurs because the buildings reflect the signal and the reflected path length between transmitter and receiver is longer than the direct path.
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In digital cellular telephone systems, the base station (transmitter) needs to relay different voice signals to several telephones at the same time. Rather than send signals at different frequencies, a clever Rice engineer suggests using a different signal set for each data stream. For example, for two simultaneous data streams, she suggests BPSK signal sets that have the depicted basic signals.
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Thus, bits are represented in data stream 1 by
A signal
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Just as with analog communication, it should be possible
to send two signals simultaneously over a digital
channel. Assume you have two CD-quality signals (each
sampled at 44.1 kHz with 16 bits/sample). One
suggested transmission scheme is to use a quadrature
BPSK scheme. If
Suppose we transmit speech signals over comparable digital and analog channels. We want to compare the resulting quality of the received signals. Assume the transmitters use the same power, and the channels introduce the same attenuation and additive white noise. Assume the speech signal has a 4 kHz bandwidth and, in the digital case, is sampled at an 8 kHz rate with eight-bit A/D conversion. Assume simple binary source coding and a modulated BPSK transmission scheme.
Consider the following 5-letter source.
| Letter | Probability |
|---|---|
| a | 0.5 |
| b | 0.25 |
| c | 0.125 |
| d | 0.0625 |
| e | 0.0625 |
Consider the following 5-letter source.
| Letter | Probability |
|---|---|
| a | 0.4 |
| b | 0.2 |
| c | 0.15 |
| d | 0.15 |
| e | 0.1 |
When we sample a signal, such as
speech, we quantize the signal's amplitude to a set of
integers. For a
y.mat. Its sampled values lie in the
interval (-1, 1). To simulate a 3-bit converter, we use
Matlab's round function to create quantized amplitudes
corresponding to the integers [0 1 2 3 4 5 6
7].
y_quant = round(3.5*y + 3.5);
for n=0:7;
count(n+1) = sum(y_quant == n);
end;
In a digital cellular system, a signal bandlimited to 5 kHz is sampled with a two-bit A/D converter at its Nyquist frequency. The sample values are found to have the shown relative frequencies.
| Sample Value | Probability |
|---|---|
| 0 | 0.15 |
| 1 | 0.35 |
| 2 | 0.3 |
| 3 | 0.2 |
We send the bit stream consisting of Huffman-coded samples using one of the two depicted signal sets.
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Letters drawn from a four-symbol alphabet have the indicated probabilities.
| Letter | Probability |
|---|---|
| a | 1/3 |
| b | 1/3 |
| c | 1/4 |
| d | 1/12 |
The Universal Product Code (UPC), often known as a bar code, labels virtually every sold good. An example of a portion of the code is shown.
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Here a sequence of black and white bars, each having width
A code maps pairs of information bits into codewords of length 5 as follows.
| Data | Codeword |
|---|---|
| 00 | 00000 |
| 01 | 01101 |
| 10 | 10111 |
| 11 | 11010 |
An Aggie engineer wants not only to have codewords for his
data, but also to hide the information from Rice engineers
(no fear of the UT engineers). He decides to represent
3-bit data with 6-bit codewords in which none of the data
bits appear explicitly.
It is important to realize that when more transmission
errors than can be corrected, error correction algorithms
believe that a smaller number of errors have occurred and
correct accordingly. For example, consider a (7,4) Hamming
Code having the generator matrix
We have found that digital transmission errors occur with a probability that remains constant no matter how "important" the bit may be. For example, in transmitting digitized signals, errors occur as frequently for the most significant bit as they do for the least significant bit. Yet, the former errors have a much larger impact on the overall signal-to-noise ratio than the latter. Rather than applying error correction to each sample value, why not concentrate the error correction on the most important bits? Assume that we sample an 8 kHz signal with an 8-bit A/D converter. We use single-bit error correction on the most significant four bits and none on the least significant four. Bits are transmitted using a modulated BPSK signal set over an additive white noise channel.
Errors occur in reading audio compact disks. Very few errors are due to noise in the compact disk player; most occur because of dust and scratches on the disk surface. Because scratches span several bits, a single-bit error is rare; several consecutive bits in error are much more common. Assume that scratch and dust-induced errors are four or fewer consecutive bits long. The audio CD standard requires 16-bit, 44.1 kHz analog-to-digital conversion of each channel of the stereo analog signal.
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RU Communication Systems has been asked to design a communication system that meets the following requirements.
| b | H |
|---|---|
| 3 | 2.19 |
| 4 | 3.25 |
| 5 | 4.28 |
| 6 | 5.35 |
Can these specifications be met? Justify your answer.
As HDTV (high-definition television) was being developed,
the FCC restricted this digital system to use in the same
bandwidth (6 MHz) as its analog (AM) counterpart. HDTV
video is sampled on a
In designing a digital version of a wireless telephone, you must first consider certain fundamentals. First of all, the quality of the received signal, as measured by the signal-to-noise ratio, must be at least as good as that provided by wireline telephones (30 dB) and the message bandwidth must be the same as wireline telephone. The signal-to-noise ratio of the allocated wirelss channel, which has a 5 kHz bandwidth, measured 100 meters from the tower is 70 dB. The desired range for a cell is 1 km. Can a digital cellphone system be designed according to these criteria?
Assume a population of
Because signals
attenuate with distance from the transmitter,
repeaters are frequently employed for both analog
and digital communication. For example, let's assume that the
transmitter and receiver are
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"Electrical Engineering Digital Processing Systems in Braille."