Goal: encode information in a way that can be reliable decoded
Start with a carrier wave
Amplitude modulation: vary the amplitude to carry the signal
Frequency modulation: vary the frequency
FM radio
Analog: carrier freq proportional to signal
Digital: discrete values for carrier frequency
called Frequency Shift Keying or FSK
a variation is used for modems (changing pitch)
Minimum-shift Keying (MSK) uses minimal delta from 0 to 1; used in GSM
Same amplitude implies simpler amplifier
General advantages:
Quadrature coding:
Phase-shift keying:
More general quadrature-amplitude modulation (QAM):
4-QAM == QPSK
256-QAM used for digital cable TV
WiMAX uses adaptive modulation, a combination of 4- 16- and 64-QAM depending on the S/N ratio
Modulation gives us one communication stream
Next we need to multiplex many streams within the same spectrum
Analogy: multiple rooms, one conversation per room
This is the “cell” in cellular…
But cells overlap some, creating background noise
Divide the spectrum into channels
802.11b has 16 channels, but they overlap!
GSM has 124 channels (each only 200 kHz, 270 kb/s)
Analogy: take turns talking
Can combine with channels, spatial multiplexing
Divide time into slots
Some overhead between slots
Used in GSM, 8 slots per channel
Spread spectrum: user transmitters use the whole frequency range
Analogy: conversations in multiple languages simultaneously
Start with a set of orthogonal vectors with one element for each “channel”
Each sender uses one vector from this set
All transmit at the same time
Decompose signal into its orthogonol components to reconstruct
Many orthogonal sub-carriers
Each subcarrier uses relatively simple modulation
Use the together for high bandwidth
AMPS (1G == analog)
Analog system deployed by AT&T starting in 1983
800 Mhz carrier, 416 30-kHz channels in each of two blocks
FM
Neighboring cells use different channels
GSM (2G == digital)
UMTS
CDMA (Qualcomm):
WiMAX (802.16e)