Skip to main content

GFDM (Generalized Frequency Division Multiplexing)


GFDM (Generalized Frequency Division Multiplexing)

1. What is GFDM?

GFDM is a flexible multi-carrier modulation scheme extending OFDM. It was developed for 5G and beyond networks to improve spectral efficiency, reduce out-of-band emissions, and lower PAPR.

  • Block-based structure: Transmits data in blocks of K subcarriers and M time slots (symbols).
  • Flexible pulse shaping: Each subcarrier can use a filter g(t) to reduce interference.
  • Cyclic prefix (CP): Used to combat multipath interference, like in OFDM.
  • Circular filtering: Filters are circularly convolved with the data, simplifying FFT-based implementation.

2. GFDM Signal Model

Discrete-time transmitted GFDM signal:


x[n] = ฮฃโ‚–₌₀แดท⁻¹ ฮฃโ‚˜₌₀แดน⁻¹ dโ‚–,โ‚˜ · g[(n − mK) mod N] · e^(j 2 ฯ€ (k/K) n),
n = 0,1,...,N−1

      

Where:

  • dโ‚–,โ‚˜ = data symbol at subcarrier k and time slot m
  • g[n] = prototype filter of length N = K · M
  • K = number of subcarriers
  • M = number of subsymbols per subcarrier

Notes:

  • If g[n] is rectangular → GFDM reduces to OFDM.
  • Flexible g[n] reduces out-of-band emissions and improves spectral efficiency.

Matrix Form

GFDM can also be represented as a matrix equation:


x = A · d

      

Where:

  • d = K × M data vector
  • A = N × K·M modulation matrix from circularly shifted and frequency-shifted pulse shapes
  • x = transmitted time-domain block

3. Key Differences: GFDM vs Traditional FDM/OFDM

Feature Traditional FDM / OFDM GFDM
Pulse shaping Rectangular (rect) pulses; high out-of-band emissions Flexible pulse g[n] per subcarrier; low OOB
Subsymbol structure One symbol per subcarrier per FFT interval Multiple subsymbols (M) per subcarrier in one block
Circular filtering No Yes, allows overlapping pulses without interference
PAPR High Lower due to pulse shaping and overlapping
Flexibility Fixed FFT size, rectangular pulses Tunable K, M, filters, CP; supports non-orthogonal multiplexing
Spectral efficiency Moderate High; supports fragmented spectrum efficiently
Orthogonality Strictly maintained Can be non-orthogonal; requires interference cancellation

4. Advantages of GFDM

  • Reduced out-of-band emissions → better for dynamic spectrum access
  • Flexible time-frequency allocation → suitable for fragmented spectrum
  • Lower PAPR → efficient power amplification
  • Compatible with 5G/6G → supports URLLC, IoT, and underwater optical communications

OFDM: Rectangular pulses in time → sinc-shaped spectrum → high side-lobes.
GFDM: Pulse-shaped subcarriers → overlapping in time and frequency → smooth spectrum.

Further Reading

People are good at skipping over material they already know!

View Related Topics to







Contact Us

Name

Email *

Message *

Popular Posts

ASK, FSK, and PSK (with MATLAB + Online Simulator)

๐Ÿ“˜ Overview ๐Ÿ“˜ Amplitude Shift Keying (ASK) ๐Ÿ“˜ Frequency Shift Keying (FSK) ๐Ÿ“˜ Phase Shift Keying (PSK) ๐Ÿ“˜ Which of the modulation techniques—ASK, FSK, or PSK—can achieve higher bit rates? ๐Ÿงฎ MATLAB Codes ๐Ÿ“˜ Simulator for binary ASK, FSK, and PSK Modulation ๐Ÿ“š Further Reading ASK or OFF ON Keying ASK is a simple (less complex) Digital Modulation Scheme where we vary the modulation signal's amplitude or voltage by the message signal's amplitude or voltage. We select two levels (two different voltage levels) for transmitting modulated message signals. For example, "+5 Volt" (upper level) and "0 Volt" (lower level). To transmit binary bit "1", the transmitter sends "+5 Volts", and for bit "0", it sends no power. The receiver uses filters to detect whether a binary "1" or "0" was transmitted. ...

BER vs SNR for M-ary QAM, M-ary PSK, QPSK, BPSK, ...(MATLAB Code + Simulator)

๐Ÿ“˜ Overview of BER and SNR ๐Ÿงฎ Online Simulator for BER calculation ๐Ÿงฎ MATLAB Code for BER calculation ๐Ÿ“š Further Reading ๐Ÿ“‚ View Other Topics on M-ary QAM, M-ary PSK, QPSK ... ๐Ÿงฎ Online Simulator for Constellation Diagram of m-ary QAM ๐Ÿงฎ Online Simulator for Constellation Diagram of m-ary PSK ๐Ÿงฎ MATLAB Code for BER calculation of ASK, FSK, and PSK ๐Ÿงฎ MATLAB Code for BER calculation of Alamouti Scheme ๐Ÿงฎ Different approaches to calculate BER vs SNR What is Bit Error Rate (BER)? The abbreviation BER stands for Bit Error Rate, which indicates how many corrupted bits are received compared to the total number of bits sent. BER = (number of bits received in error) / (total number of transmitted bits) What is Signal-to-Noise Ratio (SNR)? SNR is the ratio of signal power to noise powe...

Calculation of SNR from FFT bins in MATLAB

๐Ÿ“˜ Overview ๐Ÿงฎ MATLAB Code for Estimation of SNR from FFT bins ๐Ÿงฎ MATLAB Code for SNR from PSD using Kaiser Window ๐Ÿ“š Further Reading Here, you can find the SNR of a received signal from periodogram / FFT bins using the Kaiser operator. The beta (ฮฒ) parameter characterizes the Kaiser window, which controls the trade-off between the main lobe width and the side lobe level. Steps Set up the sampling rate and time vector Compute the FFT and periodogram Calculate the frequency resolution and signal power Exclude the signal power from noise calculation Compute the noise power and SNR MATLAB Code for Estimation of SNR from FFT bins clc; clear; close all; % Parameters fs = 8000; f_tone = 1000; N = 8192; t = (0:N-1)/fs; % Generate signal + noise signal = sin(2*pi*f_tone*t); SNR_true_dB = 20; signal_power = mean(signal.^2); noise_power = signal_power / (10^(SNR_true_dB/10)); noisy_signal = signal + sqrt(noise_power) * randn(1, N); % Apply ...

MATLAB Code for ASK, FSK, and PSK (with Online Simulator)

๐Ÿ“˜ Overview & Theory ๐Ÿงฎ MATLAB Code for ASK ๐Ÿงฎ MATLAB Code for FSK ๐Ÿงฎ MATLAB Code for PSK ๐Ÿงฎ Simulator for binary ASK, FSK, and PSK Modulations ๐Ÿ“š Further Reading ASK, FSK & PSK HomePage MATLAB Code MATLAB Code for ASK Modulation and Demodulation % The code is written by SalimWireless.Com % Clear previous data and plots clc; clear all; close all; % Parameters Tb = 1; % Bit duration (s) fc = 10; % Carrier frequency (Hz) N_bits = 10; % Number of bits Fs = 100 * fc; % Sampling frequency (ensure at least 2*fc, more for better representation) Ts = 1/Fs; % Sampling interval samples_per_bit = Fs * Tb; % Number of samples per bit duration % Generate random binary data rng(10); % Set random seed for reproducibility binary_data = randi([0, 1], 1, N_bits); % Generate random binary data (0 or 1) % Initialize arrays for continuous signals t_overall = 0:Ts:(N_bits...

Online Simulator for ASK, FSK, and PSK

Try our new Digital Signal Processing Simulator!   Start Simulator for binary ASK Modulation Message Bits (e.g. 1,0,1,0) Carrier Frequency (Hz) Sampling Frequency (Hz) Run Simulation Simulator for binary FSK Modulation Input Bits (e.g. 1,0,1,0) Freq for '1' (Hz) Freq for '0' (Hz) Sampling Rate (Hz) Visualize FSK Signal Simulator for BPSK Modulation ...

Constellation Diagrams of ASK, PSK, and FSK with MATLAB Code + Simulator

๐Ÿ“˜ Overview of Energy per Bit (Eb / N0) ๐Ÿงฎ Online Simulator for constellation diagrams of ASK, FSK, and PSK ๐Ÿงฎ Theory behind Constellation Diagrams of ASK, FSK, and PSK ๐Ÿงฎ MATLAB Codes for Constellation Diagrams of ASK, FSK, and PSK ๐Ÿ“š Further Reading ๐Ÿ“‚ Other Topics on Constellation Diagrams of ASK, PSK, and FSK ... ๐Ÿงฎ Simulator for constellation diagrams of m-ary PSK ๐Ÿงฎ Simulator for constellation diagrams of m-ary QAM BASK (Binary ASK) Modulation: Transmits one of two signals: 0 or -√Eb, where Eb​ is the energy per bit. These signals represent binary 0 and 1.    BFSK (Binary FSK) Modulation: Transmits one of two signals: +√Eb​ ( On the y-axis, the phase shift of 90 degrees with respect to the x-axis, which is also termed phase offset ) or √Eb (on x-axis), where Eb​ is the energy per bit. These signals represent binary 0 and 1.  BPSK (Binary PSK) Modulation: Transmits one of two signals...

Comparing Baseband and Passband Implementations of ASK, FSK, and PSK

๐Ÿ“˜ Overview ๐Ÿงฎ Baseband and Passband Implementations of ASK, FSK, and PSK ๐Ÿงฎ Difference betwen baseband and passband ๐Ÿ“š Further Reading ๐Ÿ“‚ Other Topics on Baseband and Passband ... ๐Ÿงฎ Baseband modulation techniques ๐Ÿงฎ Passband modulation techniques   Baseband modulation techniques are methods used to encode information signals onto a baseband signal (a signal with frequencies close to zero). Passband techniques shift these signals to higher carrier frequencies for transmission. Here are the common implementations: Amplitude Shift Keying (ASK) [↗] : In ASK, the amplitude of the signal is varied to represent different symbols. Binary ASK (BASK) is a common implementation where two different amplitudes represent binary values (0 and 1). ASK is simple but susceptible to noise. ASK Baseband (Digital Bits) ASK Passband (Modulated Carrier)     Fig 1:  ASK Passband Modulation (...

LDPC Encoding and Decoding Techniques

๐Ÿ“˜ Overview & Theory ๐Ÿงฎ LDPC Encoding Techniques ๐Ÿงฎ LDPC Decoding Techniques ๐Ÿ“š Further Reading 'LDPC' is the abbreviation for 'low density parity check'. LDPC code H matrix contains very few amount of 1's and mostly zeroes. LDPC codes are error correcting code. Using LDPC codes, channel capacities that are close to the theoretical Shannon limit can be achieved.  Low density parity check (LDPC) codes are linear error-correcting block code suitable for error correction in a large block sizes transmitted via very noisy channel. Applications requiring highly reliable information transport over bandwidth restrictions in the presence of noise are increasingly using LDPC codes. 1. LDPC Encoding Technique The proper form of H matrix is derived from the given matrix by doing multiple row operations as shown above. In the above, H is parity check matrix and G is generator matrix. If you consider matrix H as [-P' | I] then matrix G will b...