_______ is defined as the rate of change of signal on transmission medium after encoding and modulation have occurred.
Baud rate
The question asks about the rate at which the signal on a transmission medium changes after the processes of encoding and modulation have been applied. This specific rate is a fundamental concept in data communication.
The term that accurately defines the rate of change of signal on a transmission medium after encoding and modulation have occurred is Baud rate.
Baud rate, often simply referred to as baud, is a measurement of the number of signal units, or symbols, transmitted per second. In digital communication, data is transformed from a stream of bits into signal units (symbols) that are then sent over a physical medium like a cable or airwaves.
It is crucial to differentiate between Baud rate and Bit rate, as they are related but distinct concepts:
The relationship between Bit rate and Baud rate depends on the modulation scheme used. In simpler schemes, one symbol might represent one bit, meaning the Baud rate equals the Bit rate. However, in more advanced modulation techniques, one symbol can carry multiple bits.
For example, if a modulation scheme allows each symbol to carry 2 bits of information, then a Baud rate of 1000 symbols per second would result in a Bit rate of 2000 bits per second.
The formula relating them is:
\[ \text{Bit Rate} = \text{Baud Rate} \times \text{Number of bits per symbol} \]
The question specifically asks for the "rate of change of signal on transmission medium," which directly refers to the rate at which symbols are transmitted, making Baud rate the correct answer.
Pulse rate is a general term referring to the frequency of pulses. While electrical signals can be represented by pulses, this term does not specifically address the complex encoding and modulation processes involved in modern data transmission where a single "pulse" or symbol can carry multiple bits of information. It's not a precise term for the signal changes post-modulation in data communication.
Cyclic rate is not a standard or commonly used term in the context of data communication to describe the rate of change of a signal after encoding and modulation. It does not relate to data transmission speeds in the way Baud rate or Bit rate do.
As explained, while Bit rate is a critical measure of data throughput, it describes the number of bits per second, not the number of signal changes per second. The question's emphasis on the "rate of change of signal on transmission medium after encoding and modulation" points precisely to the physical signaling events, which is the definition of Baud rate.
In conclusion, the term that describes the rate of change of signal on a transmission medium following encoding and modulation is the Baud rate. It quantifies how many times the signal's state or characteristic changes per second to convey data, making it distinct from the actual amount of data (bits) being transmitted per second.
A source emits bit 0 with probability 1/3 and bit 1 with probability 2/3. The emitted bits are communicated to the receiver. The receiver decides for either 0 or 1 based on the received value R. It is given that the conditional density functions of R are as
\({{\rm{f}}_{\left( {{\rm{R}}/0} \right)}}\left( {\rm{x}} \right) = \left\{ {\frac{1}{4}, - 3 \le {\rm{x}} \le 1} \right.{\rm{and\;}}{{\rm{f}}_{\left( {{\rm{R}}/1} \right)}}\left( {\rm{x}} \right) = \left\{ {\frac{1}{6}, - 1 \le {\rm{x}} \le 5} \right.\)
The minimum decision error probability isA source generates three symbols with probability 0.25, 0.25, 0.50 at a rate of 3000 symbols per second. Assuming independent generation of symbols, the most efficient source encoder would have average bit rate of
An analog signal is bandlimited to 4 KHz, sampled at Nyquist rate and the samples are quantized into 4 levels. The quantized levels are assumed to be independent and equally probable. If we transmit two quantized samples per sec, the information rate is