What is channel capacity? Briefly explain the Nyquist Bandwidth and Shannon capacity formula.
Channel
capacity: The maximum rate, at which data can be
transmitted over a given communication path or channel under given conditions
is referred to as the channel capacity.
There
are four concepts that related with channel capacity. They are-
(i)
Data rate
(ii)
Bandwidth
(iii)
Noise
(iv)
Error rate
(i)
Data rate: This is the rate, in bits per
second (bps), at which data can be communicated.
(ii)
Bandwidth: This is the bandwidth of the
transmitted signal as constrained by the transmitter and by the nature of the
transmission medium. It can be expressed as cycles per second or Hertz (Hz).
(iii)
Noise: The average level of noise over the
communications path.
(iv)
Error rate: The rate at which error occur,
where an error is the reception of 1 when a 0 was transmitted, or the reception
of a 0 when 1 was transmitted.
Nyquist
Bandwidth Formula: It the channel is noise free,
the limitation of data rate is simply the bandwidth of a signal. A formulation
of this limitation due to Nyquist states that,
“if
the rate of signal transmission is 2B, then a signal with frequencies no
greater than B is sufficient to carry the signal rate.
The
converse is also true: Given a bandwidth of B, the highest signal rate that can
be carried is 2B.”
With
multilevel signaling, the NyQuist formulation becomes,
Here,
M = number of discrete signal
C = Channel capacity
B = Bandwidth of channel
Shanon capacity formula: Shanon formula indicates
that the maximum channel capacity in bits per second obeys an equation that is,
Here,
C = Capacity of the channel
B = Bandwidth of the channel
SNR = Signal-to-noise ratio
Where this equation is
often reported in decibels
The signal-to-noise ratio
is important in the transmission of digital data.
In other words, the
formula defines a characteristic of the channel, not the method of
transmission.
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