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Non-orthogonal frequency-division multiplexing (N-OFDM) is a method of encoding digital data on multiple
carrier Carrier may refer to: Entertainment * ''Carrier'' (album), a 2013 album by The Dodos * ''Carrier'' (board game), a South Pacific World War II board game * ''Carrier'' (TV series), a ten-part documentary miniseries that aired on PBS in April 20 ...
frequencies with non-orthogonal intervals between frequency of sub-carriers.RU2054684 (C1) G01R 23/16. Amplitude-frequency response measurement technique// Slyusar V. – Appl. Number SU 19925055759, Priority Data: 19920722. – Official Publication Data: 1996-02-2

/ref>Slyusar, V. I. Smolyar, V. G. Multifrequency operation of communication channels based on super-Rayleigh resolution of signals// Radio electronics and communications systems c/c of Izvestiia- vysshie uchebnye zavedeniia radioelektronika.. – 2003, volume 46; part 7, pages 22–27. – Allerton press Inc. (US

/ref>Slyusar, V. I. Smolyar, V. G. The method of nonorthogonal frequency-discrete modulation of signals for narrow-band communication channels// Radio electronics and communications systems c/c of Izvestiia- vysshie uchebnye zavedeniia radioelektronika. – 2004, volume 47; part 4, pages 40–44. – Allerton press Inc. (US

/ref> N-OFDM signals can be used in communication and
radar Radar is a detection system that uses radio waves to determine the distance (''ranging''), angle, and radial velocity of objects relative to the site. It can be used to detect aircraft, ships, spacecraft, guided missiles, motor vehicles, w ...
systems.


Subcarriers system

The
low-pass equivalent In telecommunications and signal processing, baseband is the range of frequencies occupied by a signal that has not been modulated to higher frequencies. Baseband signals typically originate from transducers, converting some other variable into a ...
N-OFDM signal is expressed as: : \nu(t) = \sum_^X_k e^,\quad 0 \le t < T, where X_k are the data symbols, N is the number of sub-carriers, and T is the N-OFDM symbol time. The sub-carrier spacing \alpha/T for \alpha < 1 makes them non-orthogonal over each symbol period.


History

The history of N-OFDM signals theory was started in 1992 from the Patent of Russian Federation No. 2054684. In this patent,
Vadym Slyusar Vadym Slyusar (born 15 October 1964, vil. Kolotii, Reshetylivka Raion, Poltava region, Ukraine) – Soviet and Ukrainian scientist, Professor, Doktor nauk, Doctor of Technical Sciences, Honored Scientist and Technician of Ukraine, founder of tens ...
proposed the 1st method of optimal processing for N-OFDM signals after
Fast Fourier transform A fast Fourier transform (FFT) is an algorithm that computes the discrete Fourier transform (DFT) of a sequence, or its inverse (IDFT). Fourier analysis converts a signal from its original domain (often time or space) to a representation in th ...
(FFT). In this regard need to say that W. Kozek and A. F. Molisch wrote in 1998 about N-OFDM signals with \alpha < 1 that "it is not possible to recover the information from the received signal, even in the case of an ideal channel." In 2001, V. Slyusar proposed non-orthogonal frequency digital modulation (N-OFDM) as an alternative of OFDM for communications systems. The next publication about this method has priority in July 2002 before the conference paper regarding SEFDM of I. Darwazeh and M.R.D. Rodrigues (September, 2003).M. R. D. Rodrigues and I. Darwazeh. A Spectrally Efficient Frequency Division Multiplexing Based Communications System.// InOWo'03, 8th International OFDM-Workshop, Proceedings, Hamburg, DE, September 24–25, 2003. - https://www.researchgate.net/publication/309373002


Advantages of N-OFDM

Despite the increased complexity of demodulating N-OFDM signals compared to
OFDM In telecommunications, orthogonal frequency-division multiplexing (OFDM) is a type of digital transmission and a method of encoding digital data on multiple carrier frequencies. OFDM has developed into a popular scheme for wideband digital commun ...
, the transition to non-orthogonal subcarrier
frequency Frequency is the number of occurrences of a repeating event per unit of time. It is also occasionally referred to as ''temporal frequency'' for clarity, and is distinct from ''angular frequency''. Frequency is measured in hertz (Hz) which is eq ...
arrangement provides several advantages: # higher spectral efficiency, which allows to reduce the frequency band occupied by the signal and improve the electromagnetic compatibility of many terminals; # adaptive detuning from interference concentrated in frequency by changing the nominal frequencies of the subcarriers; # an ability to take into account Doppler frequency shifts of subcarriers when working with subscribers moving at high speeds; # reduction of the peak factor of the multi-frequency signal mixture.


Idealized system model

This section describes a simple idealized N-OFDM system model suitable for a time-invariant
AWGN Additive white Gaussian noise (AWGN) is a basic noise model used in information theory to mimic the effect of many random processes that occur in nature. The modifiers denote specific characteristics: * ''Additive'' because it is added to any nois ...
channel.


Transmitter N-OFDM signals

An N-OFDM carrier signal is the sum of a number of not-orthogonal subcarriers, with
baseband In telecommunications and signal processing, baseband is the range of frequencies occupied by a signal that has not been modulated to higher frequencies. Baseband signals typically originate from transducers, converting some other variable into a ...
data on each subcarrier being independently modulated commonly using some type of
quadrature amplitude modulation Quadrature amplitude modulation (QAM) is the name of a family of digital modulation methods and a related family of analog modulation methods widely used in modern telecommunications to transmit information. It conveys two analog message signal ...
(QAM) or
phase-shift keying Phase-shift keying (PSK) is a digital modulation process which conveys data by changing (modulating) the phase of a constant frequency reference signal (the carrier wave). The modulation is accomplished by varying the sine and cosine inputs at a ...
(PSK). This composite baseband signal is typically used to modulate a main RF carrier. s /math> is a serial stream of binary digits. By
inverse multiplexing An inverse multiplexer (often abbreviated to inverse MUX or IMUX) allows a data stream to be broken into multiple lower data rate communication links. An inverse multiplexer differs from a demultiplexer because the multiple output streams from ...
, these are first demultiplexed into \scriptstyle N parallel streams, and each one mapped to a (possibly complex) symbol stream using some modulation constellation (
QAM Quadrature amplitude modulation (QAM) is the name of a family of digital modulation methods and a related family of analog modulation methods widely used in modern telecommunications to transmit information. It conveys two analog message signa ...
, PSK, etc.). Note that the constellations may be different, so some streams may carry a higher bit-rate than others. A
Digital Signal Processor A digital signal processor (DSP) is a specialized microprocessor chip, with its architecture optimized for the operational needs of digital signal processing. DSPs are fabricated on MOS integrated circuit chips. They are widely used in audio si ...
(DSP) is computed on each set of symbols, giving a set of complex time-domain samples. These samples are then quadrature-mixed to passband in the standard way. The real and imaginary components are first converted to the analogue domain using
digital-to-analogue converter In electronics, a digital-to-analog converter (DAC, D/A, D2A, or D-to-A) is a system that converts a digital signal into an analog signal. An analog-to-digital converter (ADC) performs the reverse function. There are several DAC architec ...
s (DACs); the analogue signals are then used to modulate cosine and
sine In mathematics, sine and cosine are trigonometric functions of an angle. The sine and cosine of an acute angle are defined in the context of a right triangle: for the specified angle, its sine is the ratio of the length of the side that is oppo ...
waves at the
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frequency, f_\text, respectively. These signals are then summed to give the transmission signal, s(t).


Demodulation Demodulation is extracting the original information-bearing signal from a carrier wave. A demodulator is an electronic circuit (or computer program in a software-defined radio) that is used to recover the information content from the modulated ...


Receiver

The receiver picks up the signal r(t), which is then quadrature-mixed down to baseband using cosine and sine waves at the
carrier frequency In telecommunications, a carrier wave, carrier signal, or just carrier, is a waveform (usually sinusoidal) that is modulated (modified) with an information-bearing signal for the purpose of conveying information. This carrier wave usually has a m ...
. This also creates signals centered on 2 f_\text, so low-pass filters are used to reject these. The baseband signals are then sampled and digitised using
analog-to-digital converter In electronics, an analog-to-digital converter (ADC, A/D, or A-to-D) is a system that converts an analog signal, such as a sound picked up by a microphone or light entering a digital camera, into a digital signal. An ADC may also provide ...
s (ADCs), and a forward
FFT A fast Fourier transform (FFT) is an algorithm that computes the discrete Fourier transform (DFT) of a sequence, or its inverse (IDFT). Fourier analysis converts a signal from its original domain (often time or space) to a representation in the ...
is used to convert back to the frequency domain. This returns N parallel streams, which use in appropriate symbol
detector A sensor is a device that produces an output signal for the purpose of sensing a physical phenomenon. In the broadest definition, a sensor is a device, module, machine, or subsystem that detects events or changes in its environment and sends ...
.


Demodulation after

FFT A fast Fourier transform (FFT) is an algorithm that computes the discrete Fourier transform (DFT) of a sequence, or its inverse (IDFT). Fourier analysis converts a signal from its original domain (often time or space) to a representation in the ...

The 1st method of optimal processing for N-OFDM signals after
FFT A fast Fourier transform (FFT) is an algorithm that computes the discrete Fourier transform (DFT) of a sequence, or its inverse (IDFT). Fourier analysis converts a signal from its original domain (often time or space) to a representation in the ...
was proposed in 1992.


Demodulation without

FFT A fast Fourier transform (FFT) is an algorithm that computes the discrete Fourier transform (DFT) of a sequence, or its inverse (IDFT). Fourier analysis converts a signal from its original domain (often time or space) to a representation in the ...


Demodulation by using of

ADC ADC may refer to: Science and medicine * ADC (gene), a human gene * AIDS dementia complex, neurological disorder associated with HIV and AIDS * Allyl diglycol carbonate or CR-39, a polymer * Antibody-drug conjugate, a type of anticancer treatm ...
samples

The method of optimal processing for N-OFDM signals without
FFT A fast Fourier transform (FFT) is an algorithm that computes the discrete Fourier transform (DFT) of a sequence, or its inverse (IDFT). Fourier analysis converts a signal from its original domain (often time or space) to a representation in the ...
was proposed in October 2003. In this case can be used
ADC ADC may refer to: Science and medicine * ADC (gene), a human gene * AIDS dementia complex, neurological disorder associated with HIV and AIDS * Allyl diglycol carbonate or CR-39, a polymer * Antibody-drug conjugate, a type of anticancer treatm ...
samples.


Demodulation after

discrete Hartley transform A discrete Hartley transform (DHT) is a Fourier-related transform of discrete, periodic data similar to the discrete Fourier transform (DFT), with analogous applications in signal processing and related fields. Its main distinction from the DFT is ...


N-OFDM+MIMO

The combination N-OFDM and MIMO technology is similar to OFDM. To the building of MIMO system can be used
digital antenna array Digital antenna array (DAA) is a smart antenna with multi channels digital beamforming, usually by using fast Fourier transform (FFT). The development and practical realization of digital antenna arrays theory started in 1962 under the guidance ...
as transmitter and receiver of N-OFDM signals.


Fast-OFDM

Fast-OFDM method was proposed in 2002.


Filter-bank multi-carrier modulation (FBMC)

Filter-bank multi-carrier modulation (FBMC) is. As example of FBMC can consider Wavelet N-OFDM.


Wavelet N-OFDM

N-OFDM has become a technique for
power-line communication Power-line communication (also known as power-line carrier or PLC) carries data on a conductor that is also used simultaneously for AC electric power transmission or electric power distribution to consumers. A wide range of power-line communicati ...
s (PLC). In this area of research, a wavelet transform is introduced to replace the DFT as the method of creating non-orthogonal frequencies. This is due to the advantages wavelets offer, which are particularly useful on noisy power lines. To create the sender signal the wavelet N-OFDM uses a synthesis bank consisting of a N-band transmultiplexer followed by the transform function : F_n(z) = \sum_^ f_n(k) z^,\quad 0 \leq n < N On the receiver side, an analysis bank is used to demodulate the signal again. This bank contains an inverse transform : G_n(z) = \sum_^ g_n(k) z^,\quad 0 \leq n < N followed by another N-band transmultiplexer. The relationship between both transform functions is :\begin f_n(k) &= g_n(L - 1 - k) \\ F_n(z) &= z^ G_n * (z - 1) \end


Spectrally-efficient FDM (SEFDM)

N-OFDM is a spectrally efficient method. All SEFDM methods are similar to N-OFDM.Bharadwaj, S., Nithin Krishna, B.M.; Sutharshun, V.; Sudheesh, P.; Jayakumar, M. Low Complexity Detection Scheme for NOFDM Systems Based on ML Detection over Hyperspheres. 2011 International Conference on Devices and Communications, ICDeCom 2011 - Proceedings, Mesra, 24-25 February 2011, Pp. 1-5.


Generalized frequency division multiplexing (GFDM)

''Generalized frequency division multiplexing'' (''GFDM'') is.


See also

*
OFDM In telecommunications, orthogonal frequency-division multiplexing (OFDM) is a type of digital transmission and a method of encoding digital data on multiple carrier frequencies. OFDM has developed into a popular scheme for wideband digital commun ...
*
COFDM In telecommunications, orthogonal frequency-division multiplexing (OFDM) is a type of digital transmission and a method of encoding digital data on multiple carrier frequencies. OFDM has developed into a popular scheme for wideband digital commun ...


References

{{DEFAULTSORT:Non-Orthogonal Frequency-Division Multiplexing Multiplexing Quantized radio modulation modes Software-defined radio