Signal:a supplementary materialTaekyoung Kwon

signalA signal is a time-varying event that conveys information from a source to a destination (more accurately, from a transmitter to a receiver).physical representation of dataFrequency domain vs. time domain

Data vs. signalanalog vs. digital

signalSignal can be composed of a number of periodic signalsparameters of periodic signals: period T, frequency f=1/T, amplitude A, phase shift E.g., sinewave is expressed as s(t) = At sin(2 ft t + t)

Time and Frequency Analysis are Really Looking at the Signal from Different Points of View

signalDifferent representations of signals amplitude (amplitude domain)frequency spectrum (frequency domain)phase state diagram (amplitude M and phase in polar coordinates)

f [Hz]A [V]I= M cos Q = M sin A [V]t[s]

signalBy Fourier analysisf=1/T

Low pass filter

Band pass filter

Baseband signalBandpass signal

MAKING SENSE OF THE TIME/FREQUENCY EQUIVALENCE OF SIGNALSWe do this math to get insights regarding the nature and processing of signals for telecommunications purposes.All facilities (definition: communications links) have limited bandwidth: usually a low pass or band pass characteristic.The frequency analysis allows us to understand how limiting the frequencies allowed affect the signals as they travel through the facility.Limiting the bandwidth reduces the sharpness of time transitions and the number of changes possible per second due to distortions of shape of signals. Therefore, digital data rates are reduced.

Frequency Division Multiplexing (FDM)Concept is to convert the energy of signals to occupy different parts of the frequency domain so that many signals can share a facility (communications link). Process to move the energy within the frequency domain is called modulation. Modulation is employed often so that many signals can be radiated (via wireless transmission), share wires, or for other transmission advantages. More on that later.The process of sharing facilities by different signals is called multiplexing. Well talk about other multiplexing schemes later.When the sharing method is by means of such frequency conversions, its called Frequency Division Multiplexing.Band pass filters are used to separate out each modulated signal.Demodulation schemes are used to regenerate each individual signal and restore it to its original spectrum and time domain signals.

Analog modulation

Demodulation of AM can be just a matter of connecting the peak voltages of the modulated waveform and using a simple RC filter to smooth out the signal. AM

Digital modulation

QPSK Modulation

4 Symbols, 2 bits/symbolSignal shifts between the phase states are separated by 90 degreesSince the two carriers, cos(ct) and sin(ct) are orthogonal they do not interfere with each otherAny symbol can transition to any other symbol

OQPSK ModulationVariation of QPSKQ channel is delayed by a bit interval from I channelI and Q channel signals transition at different timesRange of phase transitions is from 0-90 degreesThis eliminates the 180 degree phase shift so an OQPSK signal never goes through a zeroIn non-linear amplification, a zero causes regeneration of sidelobes and spectral spreading in the signalThus, OQPSK signals yield a more efficient amplification processTransitions for a QPSK modulated signalTransitions for a OQPSK modulated signal

QPSKOQPSK