Signal Processing

Coding, conversion, modulation, multiplexing, and error-control fundamentals for telecom signals.

Articles: 61

Articles in this category

Sampling | Teleinf Edu

The first step of A/D conversion: the Nyquist-Shannon sampling theorem.

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Quantization | Teleinf Edu

Converting continuous sample amplitudes into discrete levels and the resulting quantization noise.

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Companding | Teleinf Edu

Non-linear quantization using A-law and µ-law to improve SNR for low-amplitude signals.

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Pulse Code Modulation (PCM) | Teleinf Edu

The fundamental technique for digital representation of analog signals, like voice.

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Delta Modulation (DM) | Teleinf Edu

A simple 1-bit differential coding technique, including its adaptive variants (ADM).

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Differential PCM (DPCM/ADPCM) | Teleinf Edu

Advanced differential coding using multi-bit quantization for better compression.

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A/D Converter Methods | Teleinf Edu

An overview of indirect (e.g., integrating) and direct (e.g., flash) conversion techniques.

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Flash A/D Converters | Teleinf Edu

The fastest ADC architecture: parallel conversion using comparators.

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Integrating A/D Converters | Teleinf Edu

High-precision conversion using single-slope and dual-slope integration methods.

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Successive Approximation ADC | Teleinf Edu

A widely used method balancing speed and resolution via iterative comparisons.

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Weighted Resistor D/A Converters | Teleinf Edu

Converting digital words to analog signals using a weighted resistor network.

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R-2R Ladder D/A Converters | Teleinf Edu

A precise and practical DAC architecture using a ladder of only two resistor values.

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Line Coding | Teleinf Edu

Transforming binary data into physical signals for transmission (NRZ, RZ, Manchester, AMI, HDB-3).

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Scrambling (Randomization) | Teleinf Edu

Using pseudo-random sequences (PRBS) to ensure clock recovery and eliminate DC component.

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Clock Recovery - Technical Implementation | Teleinf Edu

Advanced clock recovery techniques including PLL architectures, jitter performance, and implementation considerations.

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Clock Recovery | Teleinf Edu

Techniques for extracting the timing signal from the received data stream.

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NRZ Codes | Teleinf Edu

The basics of Non-Return-to-Zero line coding and its spectral properties.

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RZ Codes | Teleinf Edu

Understanding Return-to-Zero codes and how they improve clock recovery.

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Manchester Code | Teleinf Edu

A self-clocking line code used in Ethernet with built-in transitions.

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AMI Code | Teleinf Edu

Alternate Mark Inversion: a bipolar code that eliminates DC component.

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HDB3 Code | Teleinf Edu

High-Density Bipolar 3-zero code, an enhancement of AMI that avoids long zero sequences.

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CMI Code | Teleinf Edu

Coded Mark Inversion, a line code providing excellent clock recovery features.

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Block Codes (mBnB) | Teleinf Edu

Redundant codes like 1b/2b or 3b/4b used in fiber optics to ensure DC balance and synchronization.

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Introduction to Error Control | Teleinf Edu

Concepts of redundancy, ARQ (feedback) and FEC (forward error correction).

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Parity Check | Teleinf Edu

A simple error detection method based on counting the number of ones.

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Repetition Codes | Teleinf Edu

The simplest form of FEC based on majority voting.

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Hamming Code | Teleinf Edu

A classic single-error correcting, double-error detecting block code.

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Cyclic Redundancy Check (CRC) | Teleinf Edu

A powerful error-detection technique based on polynomial division.

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What is Modulation? | Teleinf Edu

The core concept of impressing information onto a high-frequency carrier wave.

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Amplitude Modulation (AM) | Teleinf Edu

Varying the amplitude of the carrier wave. Exploring DSB-WC, DSB-SC, and SSB.

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Frequency Modulation (FM) | Teleinf Edu

Varying the frequency of the carrier. Concepts of deviation and modulation index.

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Phase Modulation (PM) | Teleinf Edu

Varying the phase of the carrier wave and its relationship with FM.

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Amplitude-Shift Keying (ASK) | Teleinf Edu

Digital modulation by switching between discrete amplitude levels.

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Frequency-Shift Keying (FSK) | Teleinf Edu

Digital modulation by switching between discrete frequency levels.

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Phase-Shift Keying (PSK) | Teleinf Edu

The general principle of digital modulation by shifting the phase of the carrier.

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Constellation Diagrams | Teleinf Edu

Visualizing digital modulation schemes in the I-Q plane.

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Binary Phase-Shift Keying (BPSK) | Teleinf Edu

The simplest form of PSK, using two phases to encode 1 bit per symbol.

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Quadrature Phase-Shift Keying (QPSK) | Teleinf Edu

Using four phases to encode 2 bits per symbol, doubling the data rate of BPSK.

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Offset QPSK (OQPSK) | Teleinf Edu

A variant of QPSK that reduces amplitude fluctuations, ideal for non-linear channels.

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Differential PSK (DPSK) | Teleinf Edu

Encoding information in the phase difference between symbols to simplify receivers.

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Dual-Polarization QPSK (DP-QPSK) | Teleinf Edu

Doubling spectral efficiency by transmitting two independent QPSK signals on orthogonal polarizations.

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M-ary Phase-Shift Keying (M-PSK) | Teleinf Edu

Generalizing PSK to M phases to encode log2(M) bits per symbol.

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MSK and GMSK | Teleinf Edu

Advanced, spectrally efficient FSK schemes like Minimum Shift Keying.

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Quadrature Amplitude Modulation (QAM) | Teleinf Edu

Combining ASK and PSK for high spectral efficiency (16-QAM, 64-QAM).

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Pulse Amplitude Modulation (PAM) | Teleinf Edu

Modulating the amplitude of a pulse train, a key step in sampling.

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Pulse Width Modulation (PWM) | Teleinf Edu

Encoding information in the duration (width) of pulses.

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Pulse Position Modulation (PPM) | Teleinf Edu

Encoding information in the time position of pulses.

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Pulse Density Modulation (PDM) | Teleinf Edu

Representing an analog signal's amplitude via the density of pulses.

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Transmission Speed Dependence on Modulation | Teleinf Edu

Analysis of R_b = R_s * m relationship and impact of modulation complexity on spectral efficiency.

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Frequency-Division Multiplexing (FDM) | Teleinf Edu

Multiplexing technique that divides the available bandwidth into separate frequency bands for different signals.

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Time-Division Multiplexing (TDM) | Teleinf Edu

Multiplexing technique that divides transmission time into separate time slots for different signals.

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Code-Division Multiple Access (CDMA) | Teleinf Edu

Multiple access technique using spread spectrum and unique codes for each user.

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Space-Division Multiplexing (SDM) | Teleinf Edu

Multiplexing technique that uses spatial separation or multiple antennas to transmit multiple signals simultaneously.

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Transmission Modes | Teleinf Edu

Simplex, half-duplex, and full-duplex communication explained.

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Wavelength-Division Multiplexing (WDM) | Teleinf Edu

Optical multiplexing technique that uses different wavelengths of light to carry separate signals.

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Wavelength-Division Multiplexing (WDM) | Teleinf Edu

Optical multiplexing technique that uses different wavelengths of light to carry separate signals.

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Dense Wavelength-Division Multiplexing (DWDM) | Teleinf Edu

High-capacity optical multiplexing with closely spaced wavelength channels for maximum fiber utilization.

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Optical Time-Division Multiplexing (OTDM) | Teleinf Edu

High-speed optical multiplexing technique that interleaves optical pulses in time domain.

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Orthogonal Frequency-Division Multiplexing (OFDM) | Teleinf Edu

Principles of multi-carrier transmission with orthogonal subcarriers for high spectral efficiency.

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Orthogonal Frequency-Division Multiple Access (OFDMA) | Teleinf Edu

Multiple access scheme based on OFDM that allocates subcarriers to different users.

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Multiple-Input Multiple-Output (MIMO) | Teleinf Edu

Antenna technology using multiple transmit and receive antennas to improve communication performance.

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