Weeks 5-8 Flashcards
Whats the difference between analogue and digital signals?
Analogue: Continuous in time and amplitude
Digital: Discrete in time and amplitude
What are the two conditions for error-free reconstruction of of a signal from its sample.
- Signal must be bandwidth limited (B<β)
- sampling frequency must be sufficiently high (fsβ₯fnyquist) (fnyquist=2B)(no overlaps on graph)
Whats is the Shannon Nyquist sampling theorem?
A signal band limited to π΅ Hz can be reconstructed exactly from its samples as long as the sampling frequency is greater than twice the signal bandwidth, ππ β₯ 2π΅. 2π΅ is referred as the Nyquist rate.
What is pulse amplitude modulation (PAM)
varies the amplitude of a constant- width, constant-position pulse according to the amplitude of the sample of the analogue signal
What is pulse position modulation (PPM)
varies the position of a constant- width pulse within a prescribed time slot is varied according to the
amplitude of the sample of the analogue signal
What is pulse width modulation (PWM)
varies the width of a constant amplitude pulse is varied
proportional to the amplitude of the analogue signal at the time the signal is sampled
What is Quantisation?
Maps samples of a continuous amplitude waveform
to a finite set of amplitudes
Quantisation noise is introduced by the difference between the real signal value and its approximated value
What is line-coding and what re the two main types?
Converts the bit stream produced by a source encoder to electrical pulses, for the purpose of transmission over channel
- On-Off: 1 is transmitted as a positive pulse and 0 by no pulse.
- Polar: is transmitted by a positive pulse and 0 by a negative pulse.
What is pulse code modulation (PCM)?
Transmits a message using a sequence of coded pulses
representing the sampled, quantised and encoded signal
At the transmitter:
Low-pass filtering is used prior to sampling to prevent aliasing (anti-aliasing filtering).
ο§ The message signal is sampled at a rate of at least twice its bandwidth (the Nyquist
rate).
ο§ Quantisation assigns the sample values to one of L discrete levels.
ο§ Encoding represents each discrete level in binary form, where each level is encoded
with the same number of N=log2L binary digits (bits).
ο§ The digital output of the encoder are converted into electrical pulses by line coding
Whats important about the transmission bandwidth of PCM?
To transmit a message signal with bandwidth of π΅ Hz, the required data rate is at least πππ© bits/s.
A unit channel bandwidth (1 Hz) can transmit a
maximum of two pieces of information per second, which is 2bits/
Whats the difference between binary amplitude shift keying (BASK), binary phase shift keying (BPSK) and binary frequency shift keying (BFSK)
BASK: Similar to On-Off shift keying, carrier signal is a high frequency sinusoid, Modulating signal is a binary digital signal the one and zero
states are switched with bit duration period π
BPSK: Similar to Polar shift keying
BFSK: transmits zero by a pulse of frequency π଴, while one by a pulse of frequency π. BFSK can be viewed as two ASK signals with different carrier frequencies
Whats is differential phase shift keying (DPSK)?
Transmits data encoded as the phase change between consecutive symbols;
Whats the differences between ASK, PSK AND FSK
ASK:
β Simple; related to AM.
β Low bandwidth.
β Susceptible to interference
PSK:
β Constant envelope; related to PM.
β More complex.
β Robust against interference
FSK:
β Constant envelope; related to FM.
β Simple to generate and detect.
β Insensitive to amplitude fluctuations on the
channel.
β Larger bandwidth.
What are three ways that you can increase the signal to noise ratio of a signal?
- Increase transmitter power
- Using high gain antennas
- Cooling Electronics
(bit error rate is lower for high SNR or larger channel bandwidth)
Whats the definition for channel capacity?
maximum amount of information that can be reliably transmitted over a communication channel per second