SIGNALS, SPECTRA, SIGNAL PROCESSING
Communication
“Communicare” which means to share
it involves two parties (sender, receiver)
it takes many forms
Types of Media
Guided or Wired
Coax, UTP, Twin-Lead
Fiber Optics
Wave Guide
Unguided/Wireless
Antenna, radiators
Communication System
Transducer (change of effect, sound to electrical) - any device that converts from one form to another.
Transmitter
Channel
Receiver
Transducer
Basebands
the band of frequencies including guard bands, assigned to a channel.
Voice frequencies - 300Hz to 3kHz
Hearing frequencies - 20 Hz to 20kHz
Fidelity
abilityt to replicate its input to its output
Signals
Physical quantity or variable, and typical it contains information about the behavior or nature of the phenomenon.
Starts with Information, then data, then converted into signal (something we can hear, smell, see, feel, taste), then the message, representation, and meaning.
Analog Signal
Continuous signals in both time and amplitude. Electrical prperties used are voltage, followed closely by frequency current, and charge.
Digital Signal
discrete (mahematically, finite and countable infinite) in both time and signal.
Advantages of Digital over Analog
Easier to store.
Immune to noise.
Have error detection and correction.
Encryption can be added.
Disadvantages of Digital to Analog
Wider bandwidth
Complex Circuit.
Sampling
Selecting values of an analog signal at a discrete time instant.
First step when performing from analog to digital signal conversion
Sampling Theorem
a bandwidth continuous time signal can be sampled and perfectly reconstructed from its sample if the waveform is sample over twise as the highest frequency component.
Quantization
number of bits used to store each intensity defies the accuracy of the digital signals
Aliasing
effect produced when a signal is imperfectly reconstructed frm the sampled signal. It occurs when a signal is not sampled at a high enough frequency to create an accurate representation.
Classifications of Signal
Continuous-Time (continuous and real in domain and range) and Discrete-Time (often identifies as a sequence of numbers)
Real (signal is purely real) and Complex (signal has an imaginary part).
Deterministic (signal whose vaues are completely specified for any given time) and Random (signals that take random values at any given time, like white noise).
Even (divisible by 2 with 0 as a reminder, only having one flip) and odd (divisible by 2 with remainder not equal to 0, signal is flipped 2 times).
Period and Aperiodic (non repeating, all randoms are aperiodic).
Energy (finite duration, finite amplitude) and Power (not limited in time, non zero for infinite amount of time).
Causal (signal that does not start before t=0), Anti-causal (signal that ends at t=0), and Non-causal (sarts before t=0 and coontinues after t=0)
Signal manipulation
Shifting - delay: shift to the right, advance: shift to the left
Reversal
Scaling - upsampling: expand k time, downsampling: compress k ties
System
physical device that performs an operation on a given signal.
Memoryless
if the input y[n] at every value of n depends on the input x[n] at the same value of n. Else, with memory with delay or advance.
Invertible
if distinct inouts lead to distinct outputs or if an inverse system exists. Else, non-invertible
Causal
output does not depend on future input. Else, non-causal if output depends on future input.
Stable
if and only if every bounded input produces a bouned output. Output of a stable system does not change unreasonably Else, unstable even if one bounded input generates an unbounded output.
Linear-time variant system
Linearity
Homogeneous
Additive
Time in Variance
a shift in the input signal results to an indentical shift in the output signal
Communication
“Communicare” which means to share
it involves two parties (sender, receiver)
it takes many forms
Types of Media
Guided or Wired
Coax, UTP, Twin-Lead
Fiber Optics
Wave Guide
Unguided/Wireless
Antenna, radiators
Communication System
Transducer (change of effect, sound to electrical) - any device that converts from one form to another.
Transmitter
Channel
Receiver
Transducer
Basebands
the band of frequencies including guard bands, assigned to a channel.
Voice frequencies - 300Hz to 3kHz
Hearing frequencies - 20 Hz to 20kHz
Fidelity
abilityt to replicate its input to its output
Signals
Physical quantity or variable, and typical it contains information about the behavior or nature of the phenomenon.
Starts with Information, then data, then converted into signal (something we can hear, smell, see, feel, taste), then the message, representation, and meaning.
Analog Signal
Continuous signals in both time and amplitude. Electrical prperties used are voltage, followed closely by frequency current, and charge.
Digital Signal
discrete (mahematically, finite and countable infinite) in both time and signal.
Advantages of Digital over Analog
Easier to store.
Immune to noise.
Have error detection and correction.
Encryption can be added.
Disadvantages of Digital to Analog
Wider bandwidth
Complex Circuit.
Sampling
Selecting values of an analog signal at a discrete time instant.
First step when performing from analog to digital signal conversion
Sampling Theorem
a bandwidth continuous time signal can be sampled and perfectly reconstructed from its sample if the waveform is sample over twise as the highest frequency component.
Quantization
number of bits used to store each intensity defies the accuracy of the digital signals
Aliasing
effect produced when a signal is imperfectly reconstructed frm the sampled signal. It occurs when a signal is not sampled at a high enough frequency to create an accurate representation.
Classifications of Signal
Continuous-Time (continuous and real in domain and range) and Discrete-Time (often identifies as a sequence of numbers)
Real (signal is purely real) and Complex (signal has an imaginary part).
Deterministic (signal whose vaues are completely specified for any given time) and Random (signals that take random values at any given time, like white noise).
Even (divisible by 2 with 0 as a reminder, only having one flip) and odd (divisible by 2 with remainder not equal to 0, signal is flipped 2 times).
Period and Aperiodic (non repeating, all randoms are aperiodic).
Energy (finite duration, finite amplitude) and Power (not limited in time, non zero for infinite amount of time).
Causal (signal that does not start before t=0), Anti-causal (signal that ends at t=0), and Non-causal (sarts before t=0 and coontinues after t=0)
Signal manipulation
Shifting - delay: shift to the right, advance: shift to the left
Reversal
Scaling - upsampling: expand k time, downsampling: compress k ties
System
physical device that performs an operation on a given signal.
Memoryless
if the input y[n] at every value of n depends on the input x[n] at the same value of n. Else, with memory with delay or advance.
Invertible
if distinct inouts lead to distinct outputs or if an inverse system exists. Else, non-invertible
Causal
output does not depend on future input. Else, non-causal if output depends on future input.
Stable
if and only if every bounded input produces a bouned output. Output of a stable system does not change unreasonably Else, unstable even if one bounded input generates an unbounded output.
Linear-time variant system
Linearity
Homogeneous
Additive
Time in Variance
a shift in the input signal results to an indentical shift in the output signal