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Esa Tiirola

dblp:83/8140 · DBLP profile ↗
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16ranked-venue papers
1as first author
7since 2021 · last 2025
0000-0002-6455-1122ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Computer networks · 3 · 2 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer networks
1 paper
Cellular and mobile networks · 87% Wireless networking · 13%

Topics — the 3 heaviest of 3, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Cellular and mobile networks
5G NR
0.712023
Extending 5G to Narrow Spectrum Allocations · IEEE J. Sel. Areas Commun. 2023
Cellular and mobile networks › high-mobility communications
railway communications
0.712023
Extending 5G to Narrow Spectrum Allocations · IEEE J. Sel. Areas Commun. 2023
Wireless networking › cognitive radio › spectrum management
spectrum coexistence
0.212023
Extending 5G to Narrow Spectrum Allocations · IEEE J. Sel. Areas Commun. 2023
YearPublicationVenuePosition
2025 Spatial Peak Cancellation for Uplink Radio Access: Processing Methods and Performance
abstract
High peak-to-average-power ratio (PAPR) is an inevitable challenge in orthogonal frequency-division multiplexing (OFDM) based networks, known to be particularly harmful to efficient utilization of practical power amplifiers (PAs). To preserve the waveform quality, PA back-off can be introduced which, however, directly limits the potential uplink (UL) coverage. This paper proposes a novel PAPR reduction method, by transmitting a peak-cancellation signal (PCS) spatially-precoded to the frequency resources within the operating channel, without introducing any overheads or receiver side interference. The proposed approach can be applied to codebook-based and non-codebook-based transmissions, while also allows for extending the PCS frequency allocation towards neighboring physical resource blocks (PRBs) without interference to other users. Extensive numerical results are provided, conforming with the 3GPP 5G NR transmitter requirements, while also incorporating realistic uplink PA models. The obtained numerical results at FR1 reveals up to 2.6 dB net gain in the effective uplink link budget via using the novel PCS, compared to the plain legacy OFDM signal. Such link budget gains translate to substantial uplink coverage improvements, which can be one major asset in future network deployments towards the 6G era.
Moeinreza Golzadeh, Jukka Talvitie, Esa Tiirola, Lauri Anttila, Vili Toivonen, Kari Hooli, Oskari Tervo, Mikko Valkama
WCNC3
2024 A Novel Trellis-Coded Binary Modulation for Extreme Coverage in 6G
abstract
In this paper, a novel binary waveform with low peak-to-average power-ratio (PAPR) and low out-of-band (OOB) emissions is presented, targeting at extreme uplink coverage solutions towards the 6G era. It uses the discrete Fourier transform spread orthogonal frequency division multiplexing (DFT-s-OFDM) signal model, as the baseline, togetherwith quadrature phase-shift keying (QPSK) modulation symbols, similar to the widely considered $\pi / 2$ binary phase-shift keying ($\pi / 2$-BPSK). The proposed approach further incorporates trellis-coding in a way which avoids sharp phase transitions in the generated signal, resulting in greatly reduced PAPR and OOB emissions. Additionally, while linear filtering based spectrum shaping has been widely considered in recent low-PAPR waveform studies, we propose to use phase interpolation to increase the sampling rate. This is nonlinear operation, but it helps to significantly reduce the PAPR compared to linear spectrum shaping. This can be achieved both with and without bandwidth extension. Further enhancement to the spectrum localization is achieved by improving the phase continuity of the generated signal, avoiding excessive phase transitions between consecutive transform-precoded OFDM symbols and between each main symbol and its cyclic prefix (CP).
Markku Renfors, Oskari Tervo, Esa Tiirola, Kari Hooli, Mikko Valkama
PIMRC3
2023 Downlink Sensing in 5G-Advanced and 6G:SIB1-assisted SSB Approach
abstract
This paper investigates the potential to leverage existing 5G NR signals for network-side integrated sensing and communications (ISAC). In general, the synchronization signal block (SSB) is a suitable candidate for always-on downlink sensing, due to its frequent periodical availability and because of its beam-sweeping nature. However, as this work demonstrates, using only the SSB has challenges related to radar ambiguity while being also limited in both distance and velocity resolution due to limited bandwidth and per-beam time duration, respectively. A novel solution is then introduced by combining SSB with downlink control information (DCI) and system information block 1 (SIB1) symbols. The corresponding implications and variants how SIB1 is optimized and configured are discussed, covering both 5G evolution and potential 6G solutions. The performance of the proposed approach is also assessed through realistic numerical evaluations at both 3.5 GHz and 28 GHz network deployments, and shown to yield up to 25 dB suppression in radar peak sidelobe level (PSL) compared to SSB-only based range-velocity profile. Also considerable improvements in the sensing resolution in the order of 120–190% are demonstrated.
Moeinreza Golzadeh, Esa Tiirola, Lauri Anttila, Jukka Talvitie, Kari Hooli, Oskari Tervo, Ismael Peruga Nasarre, Sami Hakola, Mikko Valkama
VTC2023-Spring2
2023 Extending 5G to Narrow Spectrum Allocations
abstract
5G New Radio (NR) has been a great success story since its introduction. It offers high reliability, low communication latency, flexibility, and efficiency that further enable 5G networks to be used for mission critical applications. Currently, there are specialized networks serving industry verticals that would benefit from the NR properties. Key use cases include communications for critical infrastructure such as railways, public safety, and smart energy and infrastructure. These networks often use dedicated spectrum allocations that are narrower than the original minimum operating bandwidth of NR. In this paper, we describe how new flexibility is being introduced into the NR design to allow operation with bandwidths between about 3 and 5 MHz. As a use case study, we focus on railway communications, and study the co-existence of the Global System for Mobile Communications–Railway (GSM-R) and Future Railway Mobile Communication System (FRMCS) based on NR during the decade-long migration period. We discuss the changes required for the NR control channels and signaling and study the effect of the changes on the system performance.
Kari Hooli, Pasi Kinnunen, Esa Tiirola, Sami Hakola, Zsombor Kiss, Jorma Kaikkonen, Matthew Baker, Ilkka Harjula
IEEE J. Sel. Areas Commun.3
2022 Removing Power Amplifier Distortions at the Receiver using Deep Learning
abstract
In this paper, the novel idea of removing power amplifier distortions at the receiver using deep learning is proposed. First, a neural network is trained by using the data from the input and output of the power amplifier to mimic the behavior of the power amplifier. Once the model is trained, its parameters are frozen and it is then cascaded with another neural network for the power amplifier distortion removal. The entire block is then trained where the target vector of the training is the perfect signal that should be produced by the real power amplifier. Once the training has been completed, the second part of the neural network is separated and used for removing the power amplifier distortions. Simulation results are performed using an orthogonal frequency division multiplexing (OFDM) system to validate the proposed idea. AM/AM, AM/PM characteristics and constellation diagrams are presented to show that the proposed deep learning method is capable of removing the distortions that are caused by the power amplifier at the transmitter.
Samad Ali, Oskari Tervo, Esa Tiirola, Kari Pajukoski, Rauli Järvelä
VTC Spring3
2022 LiDAR aided Wireless Networks - LoS Detection and Prediction based on Static Maps
abstract
The mmWave communication up to 71 GHz is already specified in 3rd generation partnership project (3GPP)5G New Radio (NR), and communication in sub-THz bands is being studied for 6G widely in the academia and industry. Operation with very narrow beamwidths and much higher bandwidths in contrast to Frequency Range 1 (sub-6 GHz) can cater to the high data rate requirements at the expense of extra signal processing burden to overcome the unfavourable conditions such as high attenuation and scattering in the presence of obstacles. Such severe signal power attenuation caused by an obstacle may degrade the network performance due to link failures occurring as a result of line-of-sight (LoS) to non-LoS (NLoS) transitions. These limitations raise the necessity of a sensing system to collect situational awareness data to assist the wireless communication network. This work proposes a method to improve the LoS detection and user localization accuracy using multiple light detection and ranging (LiDAR) sensors co-located in access points (APs). We also propose an approach to predict the LoS transitions based on static LiDAR maps and the proposed method detected the LoS transition 400ms before its occurrence.
Nalin Jayaweera, Dileepa Marasinghe, R. M. A. P. Rajatheva, Sami Hakola, Timo Koskela 0003, Oskari Tervo, Juha Karjalainen, Esa Tiirola, Jari Hulkkonen
VTC Fall8
2022 LiDAR aided Wireless Networks - Beam Prediction for 5G
abstract
5G New Radio (NR) mmWave operates with narrow beams. Beam-based connections require careful management of beams to ensure a reliable connection, specially when the user has mobility. 5G NR defines beam management procedures to achieve this, at the expense of periodic reporting with increased overheads and resource usage. Concurrently, recent interest in sensing for assisting wireless systems provides an opportunity to extract situational awareness information which can aid in proactive decisions for the network. In this work, we utilize an infrastructure-mounted light detection and ranging (LiDAR) sensor system simultaneously operating with the wireless system to predict future beam decisions. A recurrent neural network (RNN) based learning model is proposed for the beam prediction, employing tracking information of users facilitated by the LiDARs and beam sequence information from the wireless system. Furthermore, a method for predictive beam management with increased periodicity of the reporting mechanism and aperiodic reporting is analyzed. The results for the considered scenario reveal 86.8% of the resources can be saved compared to the conventional beam reporting procedure, while achieving an 88.7% accuracy for optimal beam decisions.
Dileepa Marasinghe, Nalin Jayaweera, R. M. A. P. Rajatheva, Sami Hakola, Timo Koskela 0003, Oskari Tervo, Juha Karjalainen, Esa Tiirola, Jari Hulkkonen
VTC Fall8
2019 5G NR Physical Downlink Control Channel: Design, Performance and Enhancements
abstract
An overview of the 5G New Radio (NR) physical downlink control channel (PDCCH) design of 3GPP Release 15 is presented and performance enhancements are proposed. A novel PDCCH hash function is shown to outperform the legacy hash function by about one order of magnitude in terms of inter-user blocking probability while maintaining the frequency-selective scheduling capability for downlink control information. Enhanced PDCCH candidate overbooking and mapping/dropping algorithms are investigated. Link level performance results of NR PDCCH with precoder cycling transmit diversity are presented for various aggregation levels and physical resource configuration options.
Volker Braun, Karol Schober, Esa Tiirola
WCNC3
2016 Numerology and frame structure for 5G radio access
abstract
5G radio access technology is envisioned to operate from sub-1 GHz to 100 GHz using a wide range of deployment options and to support diverse services. This paper proposes OFDM numerology and frame structure for 5G radio access. The numerology is proposed keeping in view realistic propagation channel measurements, mobility, effect of phase noise, and implementation complexity. The frame structure is proposed for both FDD and TDD. The proposed frame structure is flexible, scalable, and fulfills low latency requirements.
Jaakko Vihriälä, Ali A. Zaidi, Venkatkumar Venkatasubramanian, Esa Tiirola, Jonas Medbo, Eeva Lähetkangas, Karl Werner, Kari Pajukoski, Andreas Cedergren, Robert Baldemair
PIMRC5
2014 Centimeter-Wave Concept for 5G Ultra-Dense Small Cells
abstract
Ultra-dense small cells are foreseen to play an essential role in the 5th generation (5G) of mobile radio access technology, which will be operating over different bands with respect to established systems. The natural step for exploring new spectrum is to look into the centimeter-wave bands as well as exploring millimeter-wave bands. This paper presents our vision on the technology components for a 5G centimeter-wave concept for ultra-dense small cells. Fundamental features such as optimized short frame structure, multi-antenna technologies, interference rejection, rank adaptation and dynamic scheduling of uplink/downlink transmission are discussed, along with the design of a novel flexible waveform and energy-saving enablers.
Preben Mogensen 0001, Kari Pajukoski, Esa Tiirola, Jaakko Vihriälä, Eeva Lähetkangas, Gilberto Berardinelli, Fernando M. L. Tavares, Nurul Huda Mahmood, Mads Lauridsen, Davide Catania, Andrea F. Cattoni
VTC Spring3
2013 Full duplex relaying for local area
abstract
We consider full-duplex multi-hop forwarding in a Beyond 4G local area network. In the network, there is a high density of self-backhauling relay nodes that simultaneously act as access points towards the users, in addition to few nodes with wired backhaul. The access is framed and synchronized along the multi-hop flow, and the nodes apply time division duplexing. Interference cancelation as well as power optimization is performed within the multihop route. Simulations are carried out in a local area network consisting of multiple multi-floor buildings. The propagation channel is modelled using static pathloss, log-normal distributed random variable, or static pathloss with Rayleigh fading. The simulation results indicate that full-duplex relaying improves the network performance over half-duplex relaying, if self-interference channel attenuation is kept over 80 dB. The means of achieving tolerable self-interference levels in full-duplexing relays via physical design of the relay, and analog and digital interference cancellation are discussed.
Ilkka Harjula, Risto Wichman, Kari Pajukoski, Eeva Lähetkangas, Esa Tiirola, Olav Tirkkonen
PIMRC5
2013 Multihop Relaying for Local Area Access
abstract
We consider multi-hop forwarding in a Beyond 4G local area network, where in addition to nodes with wired backhaul, there is a high density of self-backhauling relay nodes acting simultaneously as access points towards users. The nodes apply Time Division Duplexing, access is framed and synchronized along a multi-hop flow, and there is a corresponding reuse factor for active hops along a multihop route. Interference cancelation, as well as power and resource optimization, is performed within along a route. Simulations are performed in a local area network consisting of multiple multi-floor buildings. Multi-hop self-backhauling is found to significantly improve the coverage of high data rates in the system.
Olav Tirkkonen, Eeva Lähetkangas, Kari Pajukoski, Esa Tiirola, Ilkka Harjula
VTC Spring4
2011 Vision for Beyond 4G broadband radio systems
abstract
Mobile communication systems have evolved over the past decades and each new generation brought new experience to the users enabled by technology innovations, while keeping some well established principles from previous generations. This trend continued up to LTE (Long Term Evolution) Advanced, the predominant 4thgeneration system which has just been standardized in 3GPP and is being rolled out soon. How will this trend continue to future systems which will be deployed in some 10 years from now which will be advanced enough to be called “Beyond 4G” (B4G)? This article presents how such B4G systems will look like and some key technologies they will rely on including versatile numerology, massive virtual MIMO from many base stations, both centralized and distributed architectures using fiber optics as backbone, advanced interference mitigation, cognitive self organization, and wideband RF radios.
Bernhard Raaf, Wolfgang Zirwas, Karl-Josef Friederichs, Esa Tiirola, Matti Laitila, Patrick Marsch, Risto Wichman
PIMRC4
2006 UTRAN Long Term Evolution in 3GPP
abstract
The 3rdGeneration Partner Ship Project (3GPP) produced the first version of WCDMA standard in the end of 1999, which is the basis of the Universal Mobile Telephone System (UMTS) deployed in the field today. This release, called release 99, contained all the basic elements to meet the requirements for IMT-2000 technologies. Release 5 introduced the high speed downlink packet access (HSDPA) in 2002, enabling now more realistic 2 Mbps and even beyond with data rates up to 14 Mbps. Further Release 6 followed with high speed uplink packet access (HSUPA) in end of 2004, with market introduction expected in 2007. Alongside with on-going further WCDMA development, work on evolved universal terrestrial radio access (UTRA) has been initiated in 3GPP. The objective of evolved UTRA is to develop a framework for the evolution of the 3GPP radio-access technology towards wider bandwidth, lower latency and packet-optimized radio-access technology with peak data rate capability up to 100 Mbps. This paper introduces the requirements, the current state of progress in 3GPP, findings on the performance, agreed architecture as well as expected schedule for actual specification availability
Antti Toskala, Harri Holma, Kari Pajukoski, Esa Tiirola
PIMRC4
2001 Combining space-time block coding with diversity antenna selection for improved downlink performance
abstract
A closed-loop method combining N-out-of-M antenna selection and space-time block coding from the selected antennas is proposed and studied in this paper. Performance is evaluated for WCDMA parameters in both frequency nonselective Rayleigh fading channels and in frequency selective (Vehicular A) channels. Operation in intra- and inter-cell dominant interference scenarios is considered. Numerical results show that the additional antenna selection procedure brings a supplementary uncoded BER performance improvement in the range of approximately 2-3.5 dB for flat-fading channels and 0.8-1.5 dB for frequency selective channels (@BER=12%). A suboptimum selection scheme requiring only a single bit for antenna selection is also presented. In addition, the impact on performance of errors in the feedback channel is investigated in this paper.
Marcos D. Katz, Esa Tiirola, Juha Ylitalo
VTC Fall2
2001 Comparison of beamforming and diversity approaches for the coverage extension of W-CDMA macro cells
abstract
Antenna arrays are typically considered as capacity boosters in cellular networks. This paper studies the uplink coverage of different antenna array configurations in the wideband code-division multiple access system (W-CDMA). The paper describes the simulation parameters and discusses the simulation results. The simulations assume a macro cellular propagation environment with relatively narrow angular spread. The results show that antenna arrays at the BS provide a feasible way to improve the uplink coverage of the W-CDMA system. The diversity approach is best suitable for the low mobility environments whereas beamforming is well suited for environments having time and multipath diversity. The worst case environments from the beamforming point of view are those lacking both time and multipath diversity. It can be seen from the results that as the number of antennas increases the beamforming approach becomes more attractive than diversity methods.
Esa Tiirola, Juha Ylitalo
VTC Fall1