Kari Pajukoski’s research while affiliated with Nokia Bell Labs and other places

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Publications (84)


Energy saving for periodic transmissions
  • Patent
  • Full-text available

July 2024

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25 Reads

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Various techniques are provided for determining, by a network device, a number indicating a quantity of user equipment (UE) that are in an idle state, determining, by the network device, whether the network device can operate in an energy-saving transmission mode based on the number indicating a quantity of UE that are in an idle state, in response to determining the network device can operate in the energy-saving transmission mode using, by the network device, energy-saving transmissions, and notifying, by the network device, at least one UE being served by the network device of the energy-saving transmissions.

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Spectral shaping for wireless communications

March 2023

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68 Reads

There is provided an apparatus comprising means for: receiving, from a network node, a configuration message for frequency domain spectral shaping, wherein the configuration message is indicative of at least one or more filter parameters; determining a frequency domain window function according to the one or more filter parameters; and transmitting an uplink transmission applying the determined frequency domain window function.


Resource element allocation in cellular system

September 2022

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22 Reads

This document discloses a solution for occupying time-frequency resources for a wireless transmission. According to an aspect, a method comprises: determining time-frequency resources in a channel configuration, wherein the time-frequency resources is a combination of a first number of frequency resources and a number of time resources, wherein the first number of frequency resources is defined in units of consecutive resource blocks each having a determined number of resource elements; determining whether or not the first number of frequency resources is expressible as 2^a∙3^b∙5^c where [a, b, c] are non-negative integers, and in case the first number of frequency resources is not expressible as 2^a∙3^b∙5^c, determining a second number of frequency resources and a third number of frequency resources in the first number of frequency resources, wherein the second number of frequency resources is expressible as 2^a∙3^b∙5^c, wherein the third number of frequency resources is not overlapping with the second number of frequency resources; occupying the second number of frequency resources within the number of time resources with information symbols and occupying the third number of frequency resources within the number of time resources for a wireless transmission; and generating and causing the wireless transmission comprising the occupied frequency resources.


Spectral shaping

August 2022

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46 Reads

To enable spectrum shaping also when excess band is used, at least one set of spectral flatness requirements amongst two or more sets comprises at least at least a first parameter value for a first in-band range, at least a second parameter value for a second in-band range and at least a third parameter value for the excess band range, and a set to be used is selected at least based on information on the use of the excess band.



FIGURE 2. IQ scatterplot of (a) the 3MSK signal without oversampling and phase continuity options, and (b) DFT-s-OFDM based QPSK signal.
Phase Noise Resilient Three-Level Continuous-Phase Modulation for DFT-Spread OFDM

January 2022

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57 Reads

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3 Citations

IEEE Open Journal of the Communications Society

In this paper, a novel waveform with low peak-to-average power ratio (PAPR) and high robustness against phase noise (PN) is presented. It follows the discrete Fourier transform spread orthogonal frequency division multiplexing (DFT-s-OFDM) signal model. This scheme, called 3MSK, is inspired by continuous-phase frequency shift keying (CPFSK), but it uses three frequencies in the baseband model – specifically, 0 and ±fsymbol/4\pm f_{symbol}/4 , where fsymbolf_{symbol} is the symbol rate – which effectively constrains the phase transitions between consecutive symbols to 0 and ±π/2\pm \pi /2 rad. Motivated by the phase controlled model of modulation, different degrees of phase continuity can be achieved, allowing to reduce the out-of-band (OOB) emissions of the transmitted signal, while supporting receiver processing with low complexity. Furthermore, the signal characteristics are improved by generating an initial time-domain constant envelope signal at higher than the symbol rate. This helps to reach smooth phase transitions between 3MSK symbols, while the information is encoded in the phase transitions. Also the possibility of using excess bandwidth is investigated by transmitting additional non-zero frequency bins outside the active frequency bins of the basic DFT-s-OFDM model, which provides the capability to greatly reduce the PAPR. The most critical tradeoffs of the oversampled schemes are that improved PAPR is achieved with the cost of somewhat reduced link performance and, in case of excess band, also the spectrum efficiency is reduced. Due to the fact that the information is encoded in the phase transitions, a receiver model that tracks the phase variations without needing reference signals is developed. To this end, it is shown that this new modulation is well-suited for non-coherent receivers, even under strong phase noise (PN) conditions, thus allowing to reduce the overhead of reference signals. Evaluations of this physical-layer modulation and waveform scheme are performed in terms of transmitter metrics such as PAPR, OOB emissions and achievable output power after the power amplifier (PA), using a practical PA model. Finally, coded radio link evaluations are also provided, demonstrating that 3MSK has a similar bit error rate (BER) performance as that of traditional quadrature phase-shift keying (QPSK), but with significantly lower PAPR, higher achievable output power, and the possibility of using non-coherent receivers.


Fig. 14. Simulated achievable OBO comparison between QPSK and 3MSK.
Phase Noise Resilient Three-Level Continuous-Phase Modulation for DFT-Spread OFDM

October 2021

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81 Reads

A novel OFDM-based waveform with low peak-to-average power ratio (PAPR) and high robustness against phase noise (PN) is presented. It follows the discrete Fourier transform spread orthogonal frequency division multiplexing (DFT-s-OFDM) signal model. 3MSK, is inspired by continuous-phase frequency shift keying (FSK), but it uses three frequencies in the baseband model -- specifically, 0 and ±fsymbol/4\pm f_{symbol}/4, where fsymbolf_{symbol} is the symbol rate -- which effectively constrains the phase transitions between consecutive symbols to 0 and ±π/2\pm \pi/2 rad. Motivated by the phase controlled model of modulation, different degrees of phase continuity can be achieved, while supporting receiver processing with low complexity. The signal characteristics are improved by generating an initial time-domain nearly constant envelope signal at higher than the symbol rate. This helps to reach smooth phase transitions between 3MSK symbols. Also the possibility of using excess bandwidth is investigated by transmitting additional non-zero subcarriers outside active subcarriers of the basic DFT-s-OFDM model, which provides the capability to greatly reduce the PAPR. Due to the fact that the information is encoded in the phase transitions, a receiver model that tracks the phase variations without needing reference signals is developed. To this end, it is shown that this new modulation is well-suited for non-coherent receivers, even under strong phase noise (PN) conditions, thus allowing to reduce the overhead of reference signals. Evaluations of this physical-layer modulation and waveform scheme are performed in terms of transmitter metrics such as PAPR, OOB emissions and achievable output power after the power amplifier (PA). Finally, coded radio link evaluations are also shown and provided, demonstrating that 3MSK has a similar BER performance as that of traditional QPSK.


Fig. 1: In (a), the underlying pulses in (3) are illustrated for example numerical values of N DFT = 12 and N = 1024. Also the potential of creating peaks to the composite waveform through coherent addition of pulse sidelobes is high-lighted. In (b) and (c), the amplitude and phase behavior of the peak detection filter are shown for L = 7, N DFT = 612 and N = 1024.
Fig. 2: Block-diagram of the proposed GTR method.
Fig. 3: Example DFT-s-OFDM PAPR distributions without and with the proposed GTR method are shown in (a) covering different 5G NR channel bandwidth and subcarrier spacing configurations. The PAPR target for peak detection is 5 dB. Also the CP-OFDM PAPR behavior is shown for reference. An example PSD behavior of the digital waveform with GTR processing is shown in (b), depicting also the UL SEM up to 1 MHz offset for 200 kHz measurement bandwidth.
Novel Tone Reservation Method for DFT-s-OFDM

July 2021

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143 Reads

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9 Citations

IEEE Wireless Communications Letters

In this paper, a novel guard-tone reservation (GTR) method is proposed to reduce the peak-to-average power ratio (PAPR) of discrete Fourier transform-spread-orthogonal frequency-division multiplexing (DFT-s-OFDM) waveform. Unlike existing PAPR reduction methods, the proposed GTR operates directly in the data symbol domain, estimating the peaks through the relations between the data symbols, while the corresponding peak-cancellation signal (PCS) is efficiently embedded into the waveform processing. Furthermore, the PCS is generated by exploiting only the guard-band tones, leaving thus the inband data tones undistorted. The performance of the method is evaluated in 5G New Radio (NR) uplink context including also realistic measured power amplifier (PA) characteristics. The obtained results show that significant PAPR reduction and corresponding PA output power gains can be obtained while the computational complexity is shown to be low.


Fig. 2. Effective pulses for sub-symbols number 10 to 14 within a DFT-s-OFDM symbol with N = 1024, for (a) traditional DFT-s-OFDM, Q = M = 96, (b) FDSS-based DFT-s-OFDM without spectral extension, Q = M = 96, and (c) FDSS-based DFT-s-OFDM with 25% spectral extension, Q = 96, M = 72.
Fig. 7. Instantaneous PAPR CCDFs for π/2-BPSK and QPSK with and without FDSS and spectral extension. FDSS shaping filter is the truncated RRC with ρ = 0.5 and β = −0.65, illustrated in Fig. 6.
Fig. 11. Cubic metric distributions of 5G NR Rel-15 and Rel-16 DMRS sequences with symmetric extension and with modified extension when applying FDSS. Also the CM distribution of the original DMRS sequences without FDSS is shown for reference. Q = 96 subcarriers, M = 72 subcarriers, α = 4/3, N ZC = 31, M ZC = 36.
Enhanced Uplink Coverage for 5G NR: Frequency-Domain Spectral Shaping With Spectral Extension

May 2021

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2,100 Reads

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33 Citations

IEEE Open Journal of the Communications Society

This paper describes and investigates a novel concept of frequency-domain spectral shaping (FDSS) with spectral extension for the uplink (UL) coverage enhancement in 5G New Radio (NR), building on discrete Fourier transform spread orthogonal frequency-domain multiplexing (DFT-s-OFDM). The considered FDSS concept is shown to have large potential for reducing the peak-to-average-power ratio (PAPR) of the signal, which directly impacts the feasible maximum transmit power under practical nonlinear power amplifiers (PAs) while still meeting the radio frequency (RF) emission requirements imposed by the regulations. To this end, the FDSS scheme with spectral extension is formulated, defining filter windows that fit to the 5G NR spectral flatness requirements. The PAPR reduction capabilities and the corresponding maximum achievable transmit powers are evaluated for a variety of bandwidth allocations in the supported 5G NR frequency ranges 1 and 2 (FR1 and FR2) and compared to those of the currently supported waveforms in 5G NR, particularly π/2-BPSK with FDSS without spectral extension and QPSK without FDSS. Furthermore, an efficient receiver structure capable of reducing the noise enhancement in the equalization phase is proposed. Finally, by evaluating the link-level performance, together with the transmit power gain, the overall coverage enhancement gains of the method are analyzed and provided. The obtained results show that the spectrally-extended FDSS method is a very efficient solution to improve the 5G NR UL coverage clearly outperforming the state-of-the-art, while being also simple in terms of computational complexity such that the method is implementation feasible in practical 5G NR terminals.


Frequency-Domain Signal Processing for Spectrally-Enhanced CP-OFDM Waveforms in 5G New Radio

May 2021

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314 Reads

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35 Citations

IEEE Transactions on Wireless Communications

Orthogonal frequency-division multiplexing (OFDM) has been selected as the basis for the fifth-generation new radio (5G NR) waveform developments. However, effective signal processing tools are needed for enhancing the OFDM spectrum in various advanced transmission scenarios. In earlier work, we have shown that fast-convolution (FC) processing is a very flexible and efficient tool for filtered-OFDM signal generation and receiver-side subband filtering, e.g., for the mixed-numerology scenarios of the 5G NR. FC filtering approximates linear convolution through effective fast Fourier transform (FFT)-based circular convolutions using partly overlapping processing blocks. However, with the continuous overlap-and-save and overlap-and-add processing models with fixed block-size and fixed overlap, the FC-processing blocks cannot be aligned with all OFDM symbols of a transmission frame. Furthermore, 5G NR numerology does not allow to use transform lengths shorter than 128 because this would lead to non-integer cyclic prefix (CP) lengths. In this article, we present new FC-processing schemes which solve or avoid the mentioned limitations. These schemes are based on dynamically adjusting the overlap periods and extrapolating the CP samples, which make it possible to align the FC blocks with each OFDM symbol, even in case of variable CP lengths. This reduces complexity and latency, e.g., in mini-slot transmissions and, as an example, allows to use 16-point transforms in case of a 12-subcarrier-wide subband allocation, greatly reducing the implementation complexity. On the receiver side, the proposed scheme makes it possible to effectively combine cascaded inverse and forward FFT units in FC-filtered OFDM processing. Transform decomposition is used to simplify these computations, leading to significantly reduced implementation complexity in various transmission scenarios. A very extensive set of numerical results is also provided, in terms of the radio-link performance and associated processing complexity.


Citations (57)


... Low implementation complexity, the high spectral efficiency of DFT-S-OFDM, stands out as the most acceptable waveforms for 5G accompanying its predecessor OFDM. Investigation on DFT-S-OFDM similar waveforms that are devoid of CP should be on the rise with the aim of encompassing the aforementioned defects, 13 to avoid increase in dramatic complexity of methodologies like generalized frequency division multiplexing (GFDM) or filter bank multicarrier (FBMC) 14,15 making it low LTE compatibility. In this research, zero-tail discrete Fourier transform (ZT DFT-S-OFDM) signals are considered an alternate waveform candidate for conventional CP-OFDM and DFT-S-OFDM modulation. ...

Reference:

Peak to average power ratio reduction of ZT DFT‐S‐OFDM signals using hybrid improved monarch butterfly optimization‐PTS scheme with TR‐clipping scheme
Reference sequence design for zero-tail DFT-spread-OFDM
  • Citing Conference Paper
  • April 2016

... In this, a sensing matrix is constructed that considers the spatial and spectral correlations of the channels. Renfors et al. [42] have improved upon the OFDM-based technique to reduce the power consumption and noise using discrete Fourier transform spread signal model on OFDM. A reinforcement learning algorithm was also used by [43] to determine the sensing order of channels and cooperative sensing partner selection. ...

Phase Noise Resilient Three-Level Continuous-Phase Modulation for DFT-Spread OFDM

IEEE Open Journal of the Communications Society

... Additionally, pulse shaping and constellation rotation techniques ensure minimal out-of-band emissions at the amplifier's output. The PAPR of DFT-spread-OFDM (DFT-s-OFDM) waveforms is optimized through a guard-tone reservation method, which estimates peak data symbols and generates peak cancellation signals using guard tones [19]. In addressing PAPR in DC-biased optical OFDM (DCO-OFDM) signals, DFT-spread optical pulse amplitude modulation is utilized, preserving the characteristics of single-carrier interleaved frequency division multiple access (SC-IFDMA) signals and improving PAPR by 7 dB compared to DCO-OFDM [20]. ...

Novel Tone Reservation Method for DFT-s-OFDM

IEEE Wireless Communications Letters

... Higher spectral efficiency can be obtained by CP-OFDM, while lower PAPR can be achieved by DFT-s-OFDM. To further reduce PAPR and thus improve communication coverage, frequency-domain spectral shaping (FDSS) can be implemented in 5G NR when using DFT-s-OFDM and 2 ⁄ binary phase shift keying (BPSK) modulation [13]. Apart from CP-OFDM and DFT-s-OFDM, inverse symplectic finite Fourier transform (ISFFT)-based orthogonal time-frequency space (OTFS) is another OFDM waveform that is resilient to the Doppler effect in high mobility scenarios [14]. ...

Enhanced Uplink Coverage for 5G NR: Frequency-Domain Spectral Shaping With Spectral Extension

IEEE Open Journal of the Communications Society

... There are two types of guard intervals: Cyclic Prefix (CP) and GI as studied by Yli-Kaakinen et al., [6]. In OFDM systems like Wi-Fi and 4G/LTE networks, a CP is added at the beginning of each symbol. ...

Frequency-Domain Signal Processing for Spectrally-Enhanced CP-OFDM Waveforms in 5G New Radio

IEEE Transactions on Wireless Communications

... The literature distinguishes between Pre-DFT and Post-DFT PTRS placements [26], [27] , with Pre-DFT, where reference symbols are time-domain pulses, being the choice for 5G-NR, facilitating phase offset estimation and subsequent interpolation for data symbol phase estimation. Block PTRS allocation, initially proposed for the OFDM scheme [28], [29], introduces PTRS as subcarriers, which means that at the receiver, it will capture the ICI effect introduced by the phase noise process. Then, it can be used to resolve the ICI in the data subcarriers of the OFDM symbol. ...

Mobile Communications Beyond 52.6 GHz: Waveforms, Numerology, and Phase Noise Challenge
  • Citing Article
  • December 2020

IEEE Wireless Communications

... The idea of combining RSS, time and angle measurements was already present in Enhanced Cell-ID and it will be applied to other 5G techniques to come. Furthermore, 5G NR rel17 considers that joint processing of time-and angular-based techniques could solve the dense multipath problem present in the InF (indoor factory) case [32]. Rel-17 also proposes to combine E-CID with Multi-RTT. ...

Beamformed Radio Link Capacity Under Positioning Uncertainty
  • Citing Article
  • November 2020

IEEE Transactions on Vehicular Technology

... Even with the application of beamforming, a highpower-efficient waveform with a low PAPR is necessary for frequency spectra near and beyond 100 GHz. Therefore, DFT-S-OFDM is a promising waveform candidate for the sub-Terahertz bands beyond 71 GHz [14], [15], [16]. ...

5G New Radio Evolution Towards Sub-THz Communications
  • Citing Conference Paper
  • March 2020

... However, this was achieved assuming that the UE is connected to three BSs simultaneously at all times, which is an impractical assumption. Authors in [14] proposed a hybrid positioning scheme based on TDoA, and AoA using an EKF, achieving sub-3-meter level of accuracy for 95% of the time. Nevertheless, it still endures the same limitations as observed in previous works. ...

Radio Positioning and Tracking of High-Speed Devices in 5G NR Networks: System Concept and Performance
  • Citing Conference Paper
  • September 2019

... In 5G communication systems, positioning plays a major role to provide accurate location information in both indoor and outdoor environments, which can be utilized not only for location-based services but also for improving wireless communication performance like routing and network optimization, and a vast set of location-aware radio resource management (RRM) functionalities [43,44]. For instance, the enhanced Cell-ID method (E-CID) is a positioning method already available in rel9, it is a cellular-based localization method typically applicable in urban and indoor environments when there is a lack of satellite visibility, E-CID is an enhanced version of Cell-ID based methods in which cell-identity information is combined with other measurements to improve the positioning accuracy capabilities [43], and therefore cell-identity and other measurementrelated information of passing users are captured at the network side and thereafter they will be available at the network in an updated and reliable manner. ...

Positioning and Location-Aware Communications for Modern Railways with 5G New Radio
  • Citing Article
  • September 2019

IEEE Communications Magazine