# Conjugate root offset-QAM for orthogonal multicarrier transmission

- Maximilian Matthé
^{1}Email author and - Gerhard Fettweis
^{1}

**2016**:41

https://doi.org/10.1186/s13634-016-0342-2

© Matthé and Fettweis. 2016

**Received: **4 August 2015

**Accepted: **23 March 2016

**Published: **2 April 2016

## Abstract

Current implementations of orthogonal frequency-division multiplexing (OFDM)/offset quadrature amplitude modulation (OQAM) are restricted to band-limited symmetric filters. To circumvent this, non-symmetric conjugate root (CR) filters are proposed for OQAM modulation. The idea is applied to Generalized Frequency Division Multiplexing (GFDM) and a method for achieving transmit diversity with OQAM modulation is presented. The proposal reduces implementation complexity compared to standard OQAM by modifying the transmit phase space which is exploited by a real-valued fast Fourier transform (FFT) operation. Generalized frequency division multiplexing (GFDM)/CR-OQAM outperforms conventional GFDM using QAM modulation in terms of symbol error rate in fading multipath channels and provides a more localized spectrum compared to GFDM/OQAM.

## Keywords

## 1 Introduction

With 5G on the horizon, new waveforms for the PHY layer are investigated that are suitable for the upcoming requirements [1]. In particular, good time-frequency localization (TFL) of the transmit signal is required to cope with asynchronicities [2] and to provide a low out-of-band (OOB) radiation, which is needed for spectral agility and carrier aggregation. Filtered multicarrier (MC) systems [3] provide the means for good TFL by adaptation of the prototype filter, and spectral agility is achieved by switching on and off certain subcarriers. High spectral efficiency is important to serve the increased demand for high-speed data access [1]. Hence, a future waveform should transmit symbols at the Nyquist rate in order to not waste valuable time-frequency resources.

Even in a distortion-free channel, the Balian-Low theorem (BLT) prohibits the distortion-free reconstruction of complex valued symbols sent at Nyquist rate when using filters with good TFL [4]. Hence, in terms of symbol error rate (SER), QAM MC systems with good TFL perform worse than orthogonal systems without good TFL. One possibility to circumvent the BLT is to transmit real-valued symbols at twice the Nyquist rate, which was initially proposed in [3]. This gave rise to the well-known orthogonal frequency-division multiplexing (OFDM)/offset quadrature amplitude modulation (OQAM) [5] MC system where both orthogonality and good TFL is kept by using OQAM, which is proposed for upcoming 5G networks [1].

In the current OQAM proposals, the employed real-valued prototype filter is required to be bandlimited and symmetric and a phase shift of \(\frac {\pi }{2}\) is maintained between adjacent subcarriers. In [6], low-complexity implementations of these schemes are described and also, a method is proposed to relax the requirement of symmetry of the employed prototype filter which is advantageous since it is shown in [7] that non-symmetric filters can be more robust against multipath fading. However, the approach presented in [6] suffers from an increased implementation complexity compared to conventional OQAM since it requires to use two poly-phase networks (PPNs).

In this paper we contribute another version of MC OQAM modulation, named conjugate root (CR) OQAM (CR-OQAM), which allows to use the class of non-symmetric CR filters, removing the \(\frac {\pi }{2}\) phase shift. We show that the new proposal can be implemented with fewer arithmetic operations than the conventional OFDM/OQAM system analyzed in [6]. We further apply CR-OQAM to generalized frequency division multiplexing (GFDM) [8], which is another 5G candidate waveform that normally uses QAM modulation and hence suffers from the BLT. With CR-OQAM, we provide a well-localized orthogonal system, improving the SER performance in fading multipath channels compared to standard GFDM. We provide analysis regarding spectral and peak-to-average power ratio (PAPR) properties for this new waveform and compare them with the existing systems. Additionally, time-reversal space-time coding (TR-STC) [9] is applied to GFDM/CR-OQAM to exploit multi-antenna diversity, showing that in GFDM, STC can be easily combined with OQAM modulation. For the time-continuous OFDM/OQAM, several methods for application of STC have been proposed. For example in [10], the authors suggest to achieve transmit diversity by adopting a CDMA scheme. However, the scheme requires the channel to be flat over a range of subcarriers which is especially hard to achieve in rich-scattering environments. Furthermore, the authors in [11] propose to artificially divide the OFDM/OQAM stream into blocks that are separated by guard intervals. The data in each block is then space-time encoded by reversing the time direction of the data set on one antenna. This approach is similar to the proposed TR-STC; however, the time-reversal is carried out on the data domain instead of the signal domain and hence requires two separate modulations for each block. In the present proposal, the transmitted signal itself is time-reversed which can be implemented by simply reading memory in reverse order and hence exhibits a lower complexity compared to the work in [11]. Furthermore, the approach in [11] requires long guard intervals due to the long filter tails of FBMC that are used to achieve low OOB emission and hence reduces spectral efficiency.

In [12], the combination of FBMC/OQAM with circular convolution and CP addition is proposed. This proposal is equivalent to applying standard offset-QAM modulation to GFDM. Moreover, [12] proposes to use time-windows over the blocks to reduce the OOB emission caused by discontinuities between blocks, which leads to the WCP-COQAM proposal. It is shown that WCP-COQAM achieves lower OOB emission compared to standard non-windowed GFDM. In the present work, we apply the new technique of CR-OQAM to the GFDM system. We present techniques to achieve transmit diversity for both OQAM and CR-OQAM, which is not covered in [12]. Moreover we analyze the impact of guard symbols (GSs) for reducing OOB emission. We show that GS further reduce the OOB emission compared to [12] and do not necessarily reduce spectral efficiency when replaced with pilot or synchronization symbols. Furthermore, a PAPR analysis is carried out for both GFDM/OQAM and GFDM/CR-OQAM.

The remainder of this paper is organized as follows. Section 2 describes the conventional OQAM transceiver, whereas the proposed modification is presented in Section 3. Section 4 describes the application of CR-OQAM to GFDM, and performance simulations are provided in Section 5. Finally, Section 6 concludes.

## 2 Conventional OFDM/OQAM

*c*

_{ k,m }are transmitted on K subcarriers, where the real and imaginary part are offset by \(\frac {T}{2}\) where

*T*is the symbol duration. Each symbol is pulse shaped with a symmetric, real-valued pulse shaping filter

*g*(

*t*) [3, 5]. The transmission equation is given by

where *w*= exp(*j*2*π*
*F*), \(F=\frac {1}{T}\), and \(c^{\mathrm {R}}_{k,m}\) and \(c^{\mathrm {I}}_{k,m}\) are the real and imaginary part of *c*
_{
k,m
}, respectively. Note that, due to the factor *j*
^{
k
}, adjacent subcarriers differ by a phase shift of \(\frac {\pi }{2}\).

*x*(

*t*)∗

*y*(

*t*) is defined as

*k*th and (

*k*+

*κ*)th subcarrier that are given by ([5], Eq. (13))

*κ*,

*m*. With the relations ℜ{

*j*

*a*}=−

*I*{

*a*} and

*I*{

*j*

*a*}=ℜ{

*a*}, (5) and (6) are equivalent to (8) and (7), respectively. These conditions are in particular fulfilled, when

*g*(

*t*) is a symmetric, half-Nyquist filter with band-limitation

*G*(

*f*)=0,|

*f*|≥

*F*[2]. The convolution is expressed with the Fourier transform \(\mathcal {F}\) by

*S*

_{ k }(

*f*)=

*G*(

*f*−

*k*

*F*)

*G*

^{∗}(

*f*) is the spectrum of the intercarrier interference (ICI) from the

*k*

^{′}th to the (

*k*

^{′}+

*k*)th subcarrier,

*s*

_{ k }(

*t*) is the corresponding time domain function,

*G*(

*f*) is the Fourier transform of

*g*(

*t*), and (·)

^{∗}denotes complex conjugation. Figure 2 a depicts

*s*

_{1}(

*t*) for a root-raised-cosine (RRC) filter with roll-off

*α*=0.75

^{1}.

## 3 Conjugate root multicarrier OQAM

In literature, mostly symmetric half-Nyquist filters are employed for MC OQAM systems. We propose the application of non-symmetric CR filters [13, 14] for MC OQAM systems.

*H*(

*f*) with band limitation

*H*(

*f*)=0 for |

*f*|≥

*F*. Then,

*H*(

*f*) fulfills the 1st Nyquist criterion [13] if

*G*

^{C}(

*f*) is constructed by

with impulse response \(g^{\mathrm {C}}(t)=\mathcal {F}^{-1}\{G^{\mathrm {C}}(\,f)\}\). Note that both *G*
^{C}(*f*) and *G*
^{C}(*f*)(*G*
^{C}(*f*))^{∗} are Nyquist filters (cf. (10)).

the real and imaginary part of the ICI is exchanged when using a CR filter compared to its standard half-Nyquist version. Both \(S^{\mathrm {C}}_{1}(\,f)\) and \(s^{\mathrm {C}}_{1}(t)\) are presented in Fig. 2
c. Comparing Fig. 2
a and c reveals that the intrinsic interference *s*
_{0}(*t*) on the same subcarrier is equal for both OQAM and CR-OQAM. However, the interference on the adjacent subcarrier \({s^{C}_{1}}(t)\) has exchanged real and imaginary parts compared to *s*
_{1}(*t*). Accordingly, for CR-OQAM, the adjacent subcarrier real and imaginary part of the transmitted symbols should also be exchanged compared to conventional OQAM. This observation leads to the following modified orthogonality conditions and changed phase space.

*g*(

*t*) fulfills (5)–(8), the according

*g*

^{C}(

*t*) fulfills

*j*

^{ k }has been removed. Consequently, an OFDM/CR-OQAM system that uses a CR filter

*g*

^{C}(

*t*) can be described by the modulation equation

and the block diagram in Fig. 1 with *ϕ*=0.

Time-frequency response of OFDM/OQAM and OFDM/CR-OQAM system using RRC and CRRC filters with roll-off *α*=1, respectively

| −2 | \(-\frac {3}{2}T\) | − | \(-\frac {1}{2}T\) | 0 | \(\frac {1}{2}T\) |
| \(\frac {3}{2}T\) | 2 |
---|---|---|---|---|---|---|---|---|---|

| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |

| −0.021 | −0.000j | −0.106 | −0.250j | 0.318 | 0.250j | −0.106 | −0.000j | −0.021 |

| −0.000j | −0.000j | −0.000j | 0.500 | 1.000 | 0.500 | 0.000j | −0.000j | 0.000j |

| −0.021 | 0.000j | −0.106 | 0.250j | 0.318 | −0.250j | −0.106 | 0.000j | −0.021 |

| 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |

\({s^{C}_{2}}(t)\) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |

\({s^{C}_{1}}(t)\) | −0.021j | 0.000j | −0.106 | 0.250 | 0.318j | −0.250 | −0.106j | −0.000j | −0.021j |

\({s^{C}_{0}}(t)\) | −0.000j | −0.000j | −0.000j | 0.500 | 1.000 | 0.500 | 0.000j | −0.000j | 0.000j |

\(s^{C}_{-1}(t)\) | 0.021j | 0.000j | 0.106j | 0.250 | −0.318j | −0.250 | 0.106j | −0.000j | 0.021j |

\(s^{C}_{-2}(t)\) | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 |

In [6], conjugate OFDM/OQAM is proposed, where forward-time and time-reversed transmit and receive filters alternate along the subcarriers, which is different compared to the present proposal. Using this approach, the symmetry requirement of the prototype filters is relaxed, but still a phase shift between subcarriers is kept, hence keeping the phase space equal to conventional OQAM.

### 3.1 Implementation complexity

being the K-point inverse discrete Fourier transform (IDFT) of \(x_{(\cdot),m'}\phantom {\dot {i}\!}\). Note that the authors in [6] proposed a similar structure as (22), though \(P_{n,m'}\phantom {\dot {i}\!}\) is given by an operation involing two \(\frac {K}{2}\)-point IDFT plus post-processing steps which require in total \(\mathcal {C}_{\text {OQAM}}=5K\log _{2}K+K\) real operations per *T* seconds [6].

*m*

^{′}respectively, (24) is essentially a real-input IDFT. Hence, with even

*m*

^{′}, \(P_{n,m'}\phantom {\dot {i}\!}\) and \(P_{n,(m'+1)}\phantom {\dot {i}\!}\) can be jointly calculated by a single K-point IDFT of the sequence \(c_{(\cdot),m'/2}\phantom {\dot {i}\!}\) (cf. (21)) by

Exploiting the symmetry property for real-input IDFT \(P_{k,2m}=P_{K-k,2m}^{*}\), the operations in (24) require *K* complex sums and one *K*-point inverse fast Fourier transform (IFFT) which translates to \(\mathcal {C}_{\text {CR}}=5K\log _{2}K-5K+6\) real operations ^{2} every *T* seconds.

*K*−1) real operations per

*T*seconds. Figure 4 shows the number of real operations for the IFFT preprocessing required for OFDM/OQAM according to [6] and the presented OFDM/CR-OQAM. For higher number of subcarriers

*K*, the complexity of the proposal converges to the complexity of [6]; however, for a number of subcarriers in the range 2

^{4}to 2

^{11}, a complexity reduction between 25 and 10 % is achieved.

## 4 Application of CR-OQAM in GFDM

OFDM/OQAM is a streaming-based, filtered MC system, where every symbol overlaps with its adjacent symbols in time. GFDM [8] is a filtered MC system, where circular convolution is applied instead of linear. Hence, its transmit signal exhibits a block structure, and subsequent blocks can be decoupled by a cyclic prefix (CP) to ease equalization.

*T*

_{ s }. The transmit signal \(\vec {x}\) is given by

**A**contain circular time-frequency shifted versions of a prototype transmit filter

*g*[

*n*] with distance

*K*

*T*

_{ s }in time and 1/(

*K*

*T*

_{ s }) in frequency, where

*K*is the number of subcarriers. \(\vec {d}\) contains the complex-valued data symbols to be transmitted with the block. By appending a CP, frequency domain channel equalization can be carried out at the receiver, yielding the signal \(\hat {\vec {x}}\) and zero-forcing (ZF) or matched filter (MF) detection is applied

where (·)^{H} denotes the Hermitian conjugate. A main property of GFDM is its good TFL of the transmit filter, which allows to achieve a low OOB radiation and robustness against asynchronicity [8]. However, when using QAM modulation, the BLT prohibits orthogonality completely, which impacts MF performance while ZF detectors introduce noise enhancement and only exist for certain parameter configurations [15]. Hence, with perfect synchronization, SER performance of GFDM is worse compared to an orthogonal system.

*u*elements. At the receiver, the CR-OQAM detection with the matched filter is simply achieved by

Time-reversal space-time coding (TR-STC) [16] can be applied to GFDM/CR-OQAM to provide transmit diversity in a fading multipath environment. TR-STC was initially developed for single-carrier systems, where two subsequent time domain codewords are decoupled by a CP and jointly space-time encoded. For GFDM, one block is treated as a single-carrier codeword and the TR-STC is applied onto two subsequent GFDM blocks [9]. At the receiver, both GFDM blocks are recovered by the TR-STC and processed by the GFDM detector. The approach can be applied to both GFDM and GFDM/(CR-)OQAM, but GFDM/(CR-)OQAM is expected to outperform conventional GFDM due to the kept orthogonality.

## 5 Performance evaluation

GFDM simulation parameters

Parameter | Symbol | QAM | OQAM | CR-OQAM |
---|---|---|---|---|

Subsymbol spacing |
| 64 | 64 | 64 |

Subsymbol count |
| 7 | 7 | 7 |

Filter |
| RC | RRC | CRRC |

Filter roll-off |
| 0.5 | 1 | 1 |

Cyclic prefix |
| 64 | 64 | 64 |

Detector | ZF | MF | MF |

The theoretic equations for GFDM/QAM are taken from [9]. Note that as GFDM/(CR-)OQAM is orthogonal, it performs equal to OFDM/OQAM, and the corresponding equations are also taken from ([9], Eq. (19)) with noise-enhancement *ξ*=1.

GFDM/OQAM outperforms conventional GFDM with and without TR-STC due to the orthogonality introduced by the OQAM modulation. The performance gap equals the noise-enhancement of GFDM, which is 0.8 dB in the presented configuration. Both GFDM and GFDM/(CR-)OQAM show a diversity gain of 2 when combined with TR-STC.

compared to transmission without CP and GSs. However, in order to have a smooth signal transition between subsequent blocks, GSs are not required to be strictly zero but only equal in all blocks. Hence, the resources for GSs can also be used for pilots or synchronization sequences and do not necessarily reduce the system’s spectral efficiency. The according spectrum of a GFDM/CR-OQAM system that uses a random GS sequence which is the same for all GFDM blocks is shown in Fig. 6. As shown, the spectrum only slightly degrades compared to the solution employing zero-valued GSs. The present simulation assumes an infinite stream of GFDM blocks. However, in practice, the beginning and end of the stream would need to be smoothened by the use of a window. For comparison, the PSD of the WCP-COQAM proposal [12] is also shown in Fig. 6. WCP-COQAM achieves equal spectral efficiency, by applying a triangular Bartlett window [12] to the signal instead of inserting 2 GSs. As Fig. 6 shows, the PSD of GFDM/CR-OQAM and WCP-COQAM are comparable, but GFDM/CR-OQAM achieves a slightly better OOB emission. Note that the used window is not optimized for minimal OOB emission. On the other hand, the windowed region can hardly be used for pilots or synchronization sequences compared to the GSs approach.

## 6 Conclusions

This paper has presented an alternative approach for the implementation of OQAM when using non-symmetric conjugate root filters. With the proposal, no phase shift between subcarriers is required, making the CR-OQAM time-frequency phase space more regular, and compared to existing work, implementation complexity is reduced. Orthogonality conditions have been stated for the OFDM/CR-OQAM system, and it was proven that CR filters fulfill these. CR-OQAM has been applied to GFDM to create an orthogonal system with good TFL. Space-time code aiming for transmit diversity was applied to GFDM/(CR-)OQAM which outperformed the conventional space-time coded GFDM system. GS were efficiently employed to reduce OOB emission when using CR filters, which is not possible with conventional OQAM.

## 7 Endnotes

^{1} Note that *α*=0.75 is used for illustration purposes only, because the resulting filter decays slower in the time domain and the assymmetry is more visible. In real implementations, usually full rolloff is considered for OQAM (see Section 5).

^{2} Assuming one K-point FFT requires \(\frac {K}{2}\log _{2}\frac {K}{4}+1\) complex multiplications and *N* log2*N* complex additions [6].

## Declarations

### Acknowledgements

The work presented in this paper was sponsored by the Federal Ministry of Education and Research within the program “Twenty20 - Partnership for Innoviation” under contract 03ZZ0505B - “fast wireless”. The computations were performed at the Center for Information Services and High Performance Computing (ZIH) at TU Dresden.

**Open Access** This article is distributed under the terms of the Creative Commons Attribution 4.0 International License(http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.

## Authors’ Affiliations

## References

- G Wunder, P Jung, M Kasparick, T Wild, F Schaich, Y Chen, S Brink, I Gaspar, N Michailow, A Festag, L Mendes, N Cassiau, D Ktenas, M Dryjanski, S Pietrzyk, B Eged, P Vago, F Wiedmann, 5GNOW: non-orthogonal, asynchronous waveforms for future mobile applications. IEEE Commun. Mag.
**52**(2), 97–105 (2014). doi:10.1109/MCOM.2014.6736749.View ArticleGoogle Scholar - B Le Floch, M Alard, C Berrou, Coded orthogonal frequency division multiplex [TV broadcasting]. Proc. IEEE.
**83**(6), 982–996 (1995). doi:10.1109/5.387096.View ArticleGoogle Scholar - RW Chang, Synthesis of band-limited orthogonal signals for multichannel data transmission. Bell Syst. Tech. J.
**45**(10), 1775–1796 (1966).View ArticleGoogle Scholar - JJ Benedetto, C Heil, DF Walnut, in
*Gabor Analysis and Algorithms*, ed. by HG Feichtinger, T Strohmer. Gabor Systems and the Balian-Low Theorem (BirkhäuserBoston, 1998), pp. 85–122.View ArticleGoogle Scholar - P Siohan, C Siclet, N Lacaille, Analysis and design of OFDM/OQAM systems based on filterbank theory. IEEE Trans. Signal Process.
**50**(5), 1170–1183 (2002). doi:10.1109/78.995073.View ArticleGoogle Scholar - L Vangelista, N Laurenti, Efficient implementations and alternative architectures for OFDM-OQAM systems. IEEE Trans. Commun.
**49**(4), 664–675 (2001). doi:10.1109/26.917773.View ArticleMATHGoogle Scholar - K Feher, An asymmetrical pulse shaping technique to combat delay spread. IEEE Trans. Veh. Technol.
**42**(4), 425–433 (1993). doi:10.1109/25.260770.View ArticleGoogle Scholar - N Michailow, M Matthé, I Gaspar, A Navarro Caldevilla, LL Mendes, A Festag, G Fettweis, Generalized frequency division multiplexing for 5th generation cellular networks. IEEE Trans. Commun.
**62**(9), 3045–3061 (2014).View ArticleGoogle Scholar - M Matthe, LL Mendes, I Gaspar, N Michailow, D Zhang, G Fettweis, Multi-user time-reversal STC-GFDMA for future wireless networks. EURASIP J. Wirel. Commun. Netw.
**2015**(1), 132 (2015). doi:10.1186/s13638-015-0366-6.View ArticleGoogle Scholar - C Lélé, P Siohan, R Legouable, The Alamouti scheme with CDMA-OFDM/OQAM. EURASIP J. Adv. Signal Process.
**2010**(1), 1–14 (2010). doi:10.1155/2010/703513.Google Scholar - M Renfors, T Ihalainen, TH Stitz, in
*2010 European Wireless Conference (EW)*. A block-Alamouti scheme for filter bank based multicarrier transmission (IEEE, 2010), pp. 1031–1037, doi:10.1109/EW.2010.5483517. - H Lin, P Siohan, Multi-carrier modulation analysis and WCP-COQAM proposal. EURASIP J. Adv. Signal Process.
**2014**(1), 79 (2014). doi:10.1186/1687-6180-2014-79.View ArticleGoogle Scholar - T Demeechai, Pulse-shaping filters with ISI-free matched and unmatched filter properties. IEEE Trans. Commun.
**46**(8), 992 (1998). doi:10.1109/26.705392.View ArticleGoogle Scholar - CC Tan, NC Beaulieu, Transmission properties of conjugate-root pulses. IEEE Trans. Commun.
**52**(4), 553–558 (2004). doi:10.1109/TCOMM.2004.826412.View ArticleGoogle Scholar - M Matthé, LL Mendes, G Fettweis, GFDM in a Gabor transform setting. IEEE Commun. Lett.
**18**(8), 1379–1382 (2014).View ArticleGoogle Scholar - N Al-Dhahir, Single-carrier frequency-domain equalization for space-time block-coded transmissions over frequency-selective fading channels. IEEE Commun. Lett.
**5**(7), 304–306 (2001). doi:10.1109/4234.935750.View ArticleGoogle Scholar