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EVM-Constrained and Mask-Compliant MIMO 1 EVM-Constrained and Mask-Compliant MIMO-OFDM Spectral Precoding Shashi Kant, Student Member, IEEE, Mats Bengtsson, Senior Member, IEEE, Gabor Fodor, Senior Member, IEEE, Bo Goransson,¨ Member, IEEE, and Carlo Fischione, Senior Member, IEEE the sinc functions of the OFDM signal [4]. The OOBE must Abstract—Spectral precoding is a promising technique to sup- be adequately suppressed since high OOBE causes significant press out-of-band emissions and comply with leakage constraints interference to the neighbouring adjacent channels. In practice, over adjacent frequency channels and with mask requirements on the unwanted emissions. However, spectral precoding may all OFDM systems are designed to comply not only with distort the original data vector, which is formally expressed as OOBE requirements, in terms of adjacent channel leakage the error vector magnitude (EVM) between the precoded and ratio (ACLR) and spectral emission mask, but also in-band original data vectors. Notably, EVM has a deleterious impact requirements, in terms of error vector magnitude (EVM) and on the performance of multiple-input multiple-output orthogonal other signal demodulation/detection requirements [5]. Simply, frequency division multiplexing-based systems. In this paper we propose a novel spectral precoding approach which constrains the EVM describes the distortion/noise incurred to the useful the EVM while complying with the mask requirements. We first (transmit) symbols and ACLR represents the amount of un- formulate and solve the EVM-unconstrained mask-compliant desired power that exists in the neighbouring carriers relative spectral precoding problem, which serves as a springboard to to the desired carrier power—the detailed description of these the design of two EVM-constrained spectral precoding schemes. metrics are in the subsequent sections. The first scheme takes into account a wideband EVM-constraint which limits the average in-band distortion. The second scheme There are a plethora of techniques to suppress/reduce OOBE takes into account frequency-selective EVM-constraints, and for the cyclic-prefix based OFDM—see, e.g., [6] and its consequently, limits the signal distortion at the subcarrier level. references—which can be categorized into time and frequency Numerical examples illustrate that both proposed schemes out- domain methods. Amongst them, the methods are, namely, perform previously developed schemes in terms of important guard band inclusion, filtering [7], windowing [8], cancellation performance indicators such as block error rate and system- wide throughput while complying with spectral mask and EVM carriers [9]–[11], and spectral precoding [1], [12]–[18]. constraints. Spectral precoding is one of the promising bandwidth Index Terms—Sidelobe suppression, spectral precoding, efficient techniques for OOBE reduction. It spectrally precodes MIMO, OFDM, EVM, out-of-band emissions, ACLR, Consensus the data symbols before OFDM modulation [13], [17], [18], ADMM, Douglas-Rachford Splitting. which reduces the OOBE without using the extra spectral re- sources contrary to cancellation carriers and without increasing I. INTRODUCTION the delay/time dispersion or penalizing the cyclic prefix of the transmitted signal unlike filtering/windowing. In Section II we Modern wireless communication systems, including fifth- review related works in addition to our contribution. generation (5G) New Radio (NR), adopt orthogonal frequency In this paper, we develop spectral precoding schemes division multiplexing (OFDM) with cyclic prefix [2]. The that comply with EVM-constraints and simultaneously meet reasons are that OFDM has several attractive characteristics OOBE requirements in terms of mask and ACLR, without such as robustness to the negative effects of time dispersive affecting signal processing at the receiver. Our objective channels and multi-path fading, simplicity in terms of equal- is to design low complexity spectral precoding algorithms arXiv:2009.12100v1 [eess.SP] 25 Sep 2020 ization and flexibility in terms of supporting both low and that operate well in wide-band multiple-input multiple-output high symbol rates and thereby supporting a variety of quality (MIMO)-OFDM systems. In the first part of the paper, we of service requirements. Further, OFDM-based systems can consider the problem of designing mask-compliant spectral facilitate dynamic spectrum sharing [3]. precoding without EVM constraints. In the second part of the Unfortunately, OFDM suffers from high out-of-band emis- paper, we propose to incorporate wideband and frequency- sions (OOBE) due to the discontinuities at the boundaries of selective EVM constraints in addition to mask compliance. the rectangular window and the high sidelobes associated with Our goal is to improve key performance indicators, including S. Kant, B. Goransson,¨ and G. Fodor are with Ericsson AB and KTH out-of-band and in-band performance metrics, because highly Royal Institute of Technology, Stockholm, Sweden (e-mail: fshashi.v.kant, spectral efficient MIMO-OFDM-based systems require low bo.goransson, [email protected]) EVM. Accordingly, we introduce a wideband EVM constraint, M. Bengtsson and C. Fischione are with KTH Royal Institute of Technology, Stockholm, Sweden (e-mail: [email protected], which restricts the wideband average in-band distortion due carlofi@kth.seg) to spectral precoding. Finally, the frequency-selective EVM The work of S. Kant was supported in part by the Swedish Foundation for constraint offers more flexibility—but at the expense of in- Strategic Research under grant ID17-0114. Part of this paper on EVM-unconstrained OFDM spectral precoding was creased complexity—than using wideband constraints, because presented at IEEE SPAWC 2019 [1]. the frequency-selective constraints limit the in-band distortion ©2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. DOI: 10.1109/TWC.2020.3027345 2 power at the subcarrier (or group of subcarriers) level. As Notching the spectrum at well-selected discrete frequencies we will show and discuss, these design approaches represent often suppresses the whole signal spectrum and consequently at least three distinct ways of addressing the complexity- leads to OOBE reduction [13]. However, such a notching performance trade-off in the design of MIMO-OFDM spectral approach has a deleterious impact on the in-band performance, precoders. in terms of increased EVM and block error rate, which The rest of the paper is structured as follows. The next thereby penalizes the system-wide throughput. Notably, the section, which can be skipped by the reader familiar with edge subcarriers have very high EVM—see Fig. 2(c) in the the subject, discusses related work including impact of EVM numerical results Section VI-C—which decreases the through- and states our contribution. Section III discusses preliminaries put. Recognizing these problems, in [16] a weighted-notching and introduce the system model. Next, Section IV formulates spectral precoder method is proposed to reduce the EVM at the EVM-unconstrained problem and develops an alternating the edge subcarriers by spreading the total distortion over all direction method of multipliers (ADMM)-based algorithm the allocated subcarriers. Another extension of the notching [19], [20] and a coordinate-descent-based algorithm to solve spectral precoder, proposed in [23], performs precoding jointly this unconstrained problem. Section V formulates the EVM- over several consecutive OFDM symbols which improves the constrained problem and develops an ADMM-based solution in-band performance slightly over the single OFDM symbol- and yet an alternative approach based on the Douglas-Rachford based precoding but penalizes the latency since a large number algorithm [19], [21]. Section VI presents simulation results of OFDM symbols have to be buffered. that compare the performance of the proposed schemes with that of benchmarking schemes, and finally Section VII con- cludes the paper. 2) Constrained Spectral Precoding: On the contrary, mask- compliant spectral precoder (MSP) improves the in-band per- II. RELATED WORKS AND CONTRIBUTIONS formance over notching spectral precoder while only meeting a target mask instead of creating nulls at the selected dis- In this section, we first give an overview of the related crete frequencies at the expense of increased complexity [1], frequency domain techniques, then the impact of EVM on [24]. Because MSP is posed as an inequality constrained the system performance, and finally highlight our original convex optimization formulation, it typically does not yield contribution. a closed-form solution. Furthermore, the authors of [15] sug- gest utilizing a generic optimization solver, which generally A. Cancellation Carrier Techniques employs interior-point methods [25]. Therefore, the authors The cancellation carrier techniques, such as active in- in [1], [24], propose computationally efficient schemes to terference cancellation [9], cancellation carrier with power obtain mask-compliant spectrally precoded data symbols for constraint [10], and extended active interference cancellation single-input single-output (SISO)-OFDM systems. The authors [11], utilize the non-data bearing
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