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Non-orthogonal frequency-division multiplexing (N-OFDM) is a method of encoding digital data on multiple carrier 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 system that uses radio waves to determine the distance ('' ranging''), direction ( azimuth and elevation angles), and radial velocity of objects relative to the site. It is a radiodetermination method used to detect and track ...
systems.


Subcarriers system

The low-pass equivalent 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 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). A Fourier transform converts a signal from its original domain (often time or space) to a representation in ...
(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 used in digital modulation for encoding digital (binary) data on multiple carrier frequencies. OFDM has developed into a popular scheme for ...
, the transition to non-orthogonal subcarrier
frequency Frequency is the number of occurrences of a repeating event per unit of time. Frequency is an important parameter used in science and engineering to specify the rate of oscillatory and vibratory phenomena, such as mechanical vibrations, audio ...
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 ...
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 signa ...
(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 carrier wave. The modulation is accomplished by varying the sine and cosine inputs at a precise time. I ...
(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, 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 metal–oxide–semiconductor (MOS) integrated circuit chips. ...
(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 converters (DACs); the analogue signals are then used to modulate
cosine 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 opposite that ...
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 opposite th ...
waves at the carrier frequency, f_\text, respectively. These signals are then summed to give the transmission signal, s(t).


Demodulation Demodulation is the process of 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 fro ...


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 periodic waveform (usually sinusoidal) that conveys information through a process called ''modulation''. One or more of the wave's properties, such as amplitude or fre ...
. 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 (signal processing), digi ...
s (ADCs), and a forward FFT is used to convert back to the frequency domain. This returns N parallel streams, which use in appropriate symbol
detector A sensor is often defined as a device that receives and responds to a signal or stimulus. The stimulus is the quantity, property, or condition that is sensed and converted into electrical signal. In the broadest definition, a sensor is a devi ...
.


Demodulation after FFT

The 1st method of optimal processing for N-OFDM signals after FFT was proposed in 1992.


Demodulation without FFT


Demodulation by using of ADC samples

The method of optimal processing for N-OFDM signals without FFT was proposed in October 2003. In this case can be used ADC 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 guidanc ...
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 (PLC) is the carrying of data on a conductor (the ''power-line carrier'') that is also used simultaneously for AC electric power transmission or electric power distribution to consumers. A wide range of power-line comm ...
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 used in digital modulation for encoding digital (binary) data on multiple carrier frequencies. OFDM has developed into a popular scheme for ...
*
COFDM In telecommunications, orthogonal frequency-division multiplexing (OFDM) is a type of digital transmission used in digital modulation for encoding digital (binary) data on multiple Carrier wave, carrier frequencies. OFDM has developed into a popul ...


References

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