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Tutkimustuotos

Tutkimustuotoksia vuodessa 1991 1999 2000 2001 2002 2003 2004 2005 2006 2007 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025

• 4975 Conference article in proceedings
• 3116 Article
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• 284 Doctoral Thesis
• 906 Lisää
  • 248 Chapter
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Tutkimustuotoksia vuodessa

Tutkimustuotoksia vuodessa

Hakutulokset

• 2025

  Channel Charting-based Radio Resource Management

  Julkaisun otsikon käännös: Channel Charting-based Radio Resource ManagementKazemi, P., 2025, Aalto University. 163 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Signal-to-Noise Ratio 100%
  • Radio Resource Management 100%
  • Noise-to-Signal Ratio 100%
  • Basestation 66%
  • Dimensional Space 66%

• Crowdsourced 3D semantic mapping and change detection in urban driving environments

  Julkaisun otsikon käännös: Crowdsourced 3D semantic mapping and change detection in urban driving environmentsZhanabatyrova, A., 2025, Aalto University. 124 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  • Autonomous Driving 100%
  • structure-from-motion 100%
  • Urban Environment 100%
  • Dashboards 50%
  • Search Space 50%

• Drone localization in GNSS-denied environments: Addressing the impacts of hardware imperfections, RIS assistance, and jammer nullification

  Julkaisun otsikon käännös: Drone localization in GNSS-denied environments: Addressing the impacts of hardware imperfections, RIS assistance, and jammer nullificationMeles, M. B., 2025, Aalto University. 141 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Jammer 100%
  • Free System 100%
  • Drone 100%
  • Satellite System 100%
  • Computer Hardware 100%

• Intelligence enablement and orchestration

  Julkaisun otsikon käännös: Intelligence enablement and orchestrationRamos, E., 2025, Aalto University. 140 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Interoperability 100%
  • Application Layer 100%
  • Intelligent Agent 100%
  • Architectural Framework 100%
  • Main Function 100%

• Perceptual Effects of Sound Field Reproduction Methods within the context of Head-worn Microphone Arrays

  Julkaisun otsikon käännös: Perceptual Effects of Sound Field Reproduction Methods within the context of Head-worn Microphone ArraysFernandez, J. C., 2025, Aalto University. 128 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Spatial Audio 100%
  • Perceptual Effect 100%
  • Reproductive Medicine 100%
  • Source Localization 66%
  • Spatial Information 66%

• Spoken Language Understanding: Deep Neural Network Approaches for Low-Resource Languages

  Julkaisun otsikon käännös: Spoken Language Understanding: Deep Neural Network Approaches for Low-Resource LanguagesPorjazovski, D., 2025, Aalto University. 208 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Deep Neural Network 100%
  • Neural Network Approach 100%
  • Language Understanding 100%
  • Spoken Language 100%
  • Low-resource Languages 100%

• Vector quantization in deep neural networks for speech and image processing

  Julkaisun otsikon käännös: Vector quantization in deep neural networks for speech and image processingVali, M. H., 2025, Aalto University. 139 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Deep Neural Network 100%
  • Image Processing 100%
  • Speech Processing 100%
  • Vector Quantization 100%
  • Codebook Vector 8%

• Velvet noise in audio processing

  Julkaisun otsikon käännös: Samettikohina äänenkäsittelyssäFagerström, J., 2025, Aalto University. 1214 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Audio Signal Processing 100%
  • Decorrelation 100%
  • Artificial Reverberation 100%
  • Reverberation 100%
  • Feedback Delay 33%
• 2024

  A Parametric Spatial Audio Compression Codec for Higher-Order Ambisonics

  Julkaisun otsikon käännös: A Parametric Spatial Audio Compression Codec for Higher-Order AmbisonicsHold, C., 2024, Aalto University. 123 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Spatial Audio 100%
  • Ambisonics 100%
  • Audio Compression 100%
  • Harmonics 38%
  • Spherical Harmonic 38%

• Attention-based End-to-End Models in Language Technology

  Julkaisun otsikon käännös: Attentiopohjaiset kokonaismallit kieliteknologiassaRouhe, A., 2024, Aalto University. 256 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Speech Recognition 100%
  • Data Source 79%
  • Segmentation 39%
  • Hidden Markov Models 19%
  • Speech Recognition System 19%

• Audio Decomposition for Time Stretching

  Julkaisun otsikon käännös: Audio Decomposition for Time StretchingFierro, L., 2024, Aalto University. 105 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Audio Signal Processing 100%
  • Modification Method 100%
  • Stretching 100%
  • Transients 77%
  • Traditional Method 50%

• Auditory-model-based assessment of the effect of head-worn devices on sound localisation

  Julkaisun otsikon käännös: Auditory-model-based assessment of the effect of head-worn devices on sound localisationLladó, P., 2024, Aalto University. 130 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Assessment Tool 100%
  • Traditional Method 100%
  • Spatial Audio 100%
  • Audio Application 100%
  • Neural Network 100%

• Automatic Classification of Voice Disorders and Phonation Types from Speech Signals

  Julkaisun otsikon käännös: Automatic Classification of Voice Disorders and Phonation Types from Speech SignalsJavanmardi, F., 2024, Aalto University. 163 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Automatic Classification 100%
  • Phonation Type 100%
  • Pre-Trained Model 80%
  • Data Augmentation 40%
  • Machine Learning 40%

• Balancing privacy and utility of smart devices utilizing explicit and implicit context

  Julkaisun otsikon käännös: Balancing privacy and utility of smart devices utilizing explicit and implicit contextZuo, S., 2024, Aalto University. 236 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Smart Device 100%
  • Statistical Feature 100%
  • User Privacy 66%
  • Diffusion Model 66%
  • Pervasive Space 66%

• Connectivity for smart grids: Novel communications solutions in evolving electrical grids

  Julkaisun otsikon käännös: Älysähköverkkojen konnektiviteetti: Tulevaisuuden jakeluverkkojen kommunikaatioratkaisutBorenius, S., 2024, Aalto University. 200 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Smart Grid 100%
  • Distribution Grid 100%
  • Power Grid 100%
  • Heating 100%
  • Carbon 100%

• Data-driven room-acoustic modelling

  Julkaisun otsikon käännös: Data-driven room-acoustic modellingGötz, G., 2024, Aalto University. 128 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Room Acoustics 100%
  • Room Acoustics Modeling 100%
  • Neural Network 14%
  • Room Acoustics Simulation 14%
  • Data Acquisition 14%

• Enhancing Latency Reduction and Reliability for Internet Services with QUIC and WebRTC

  Julkaisun otsikon käännös: Enhancing Latency Reduction and Reliability for Internet Services with QUIC and WebRTCLi, X., 2024, Aalto University. 127 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Service Discovery 100%
  • Latency Reduction 100%
  • Machine Learning 100%
  • Learning System 100%
  • Domain Name System 75%

• Generalized Accelerated Optimization Framework for Big Data Processing

  Julkaisun otsikon käännös: Generalized Accelerated Optimization Framework for Big Data ProcessingDosti, E., 2024, Aalto University. 173 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Optimization Framework 100%
  • Big Data Processing 100%
  • Gradient Method 100%
  • Optimization Problem 50%
  • Objective Function 50%

• Improved Calibration and Uncertainty Estimation Methods for Optical Radiometry

  Julkaisun otsikon käännös: Improved Calibration and Uncertainty Estimation Methods for Optical RadiometryMaham, K., 2024, Aalto University. 88 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Case Scenario 100%
  • Radiometer 100%
  • Tunable Laser 100%
  • Indium Gallium Arsenide 50%
  • Instrument Calibration 50%

• Improving Live Video Streaming Performance for Smart City Services

  Julkaisun otsikon käännös: Improving Live Video Streaming Performance for Smart City ServicesEl Marai, O., 2024, Aalto University. 214 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Video Streaming 100%
  • Computation 25%
  • Machine Learning Technique 25%
  • Hardware 12%
  • Use Case 12%

• Investigations and Applications of Angle-Resolved Measurements of Spectral Reflectance and Transmittance

  Julkaisun otsikon käännös: Investigations and Applications of Angle-Resolved Measurements of Spectral Reflectance and TransmittanceAschan, R., 2024, Aalto University. 132 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Bidirectional Reflectance Distribution Function 100%
  • Spectral Reflectance 100%
  • Distribution Function 100%
  • Measurement Function 66%
  • Bidirectional Reflectance 40%

• Meaning in a Wider Sense - From Conversational Interaction Technologies to Patient Engagement and Experience Design for Digital Health

  Julkaisun otsikon käännös: Meaning in a Wider Sense - From Conversational Interaction Technologies to Patient Engagement and Experience Design for Digital HealthBoda, P. P., 2024, Aalto University. 315 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Electronic Health Record 100%
  • Socioeconomic Status 100%
  • Remote Sensing 100%
  • Shared Decision-Making 100%
  • Chronic Disease 100%

• Median Plane Localization - Psychoacoustics and Spatial Audio Effects

  Julkaisun otsikon käännös: Median Plane Localization - Psychoaucustics and Spatial Audio EffectsKim, T., 2024, Aalto University. 132 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Position (Location) 100%
  • Plane 100%
  • Spatial Audio 100%
  • Spatial 100%
  • Spectral 100%

• Microwave quantum communications: new approaches to sensing and mitigation of the bosonic pure-loss channel

  Julkaisun otsikon käännös: Microwave quantum communications: new approaches to sensing and mitigation of the bosonic pure-loss channelKhalifa, H., 2024, Aalto University. 162 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Optical Domain 100%
  • Transmission Medium 100%
  • Optimal Performance 100%
  • Linear Amplifier 100%
  • Random Noise 50%

• Network Slice Mobility and Service Function Chain Migration across Multiple Administrative Cloud Domains

  Julkaisun otsikon käännös: Network Slice Mobility and Service Function Chain Migration across Multiple Administrative Cloud DomainsAddad, R. A., 2024, Aalto University. 150 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Service Function 100%
  • Function Chain 100%
  • User 28%
  • Data Center 28%
  • Network Slicing 28%

• Planning of Wireless Networks for 5G/6G Applications

  Julkaisun otsikon käännös: Planning of Wireless Networks for 5G/6G ApplicationsAbedi, M., 2024, Aalto University. 176 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Wireless Networks 100%
  • Access Point 75%
  • Network Planning 75%
  • Wireless Access Point 50%
  • Models 28%

• Resource optimization for massive MIMO systems

  Julkaisun otsikon käännös: Resource optimization for massive MIMO systemsKocharlakota, K. A., 2024, Aalto University. 112 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Output System 100%
  • Massive MIMO 100%
  • Power Control 66%
  • Free Cell 55%
  • Wireless Communication 22%

• Spatial audio signal processing for passive sonar applications

  Julkaisun otsikon käännös: Spatial audio signal processing for passive sonar applicationsBountourakis, V., 2024, Aalto University. 136 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Audio Signal Processing 100%
  • Spatial Audio 100%
  • Harmonics 100%
  • Linear Array 66%
  • Directional 33%

• Spectrum-aware Human-Centric Sensing (HCS) using mmWave radars

  Julkaisun otsikon käännös: Spectrum-aware Human-Centric Sensing (HCS) using mmWave radarsSalami, D., 2024, Aalto University. 254 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Fields 100%
  • Millimeter-Wave Radar 100%
  • Water 100%
  • Radar 75%
  • Frequency Modulated Continuous Wave 75%

• Statistically Robust and Sparsity Promoting Inference and Estimation for Large-Scale Data

  Julkaisun otsikon käännös: Statistically Robust and Sparsity Promoting Inference and Estimation for Large-Scale DataMozafari Majd, E., 2024, Aalto University. 218 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Data Point 100%
  • Relevant Variable 100%
  • Heavy-Tailed Distribution 50%
  • Bootstrap Method 50%
  • Confidence Interval 25%

• Transfer-Plausible Acoustics for Augmented Reality

  Julkaisun otsikon käännös: Transfer-Plausible Acoustics for Augmented RealityMeyer-Kahlen, N., 2024, Aalto University. 181 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Illusion 100%
  • Plausibility 100%
  • Reference Signal 20%
  • Auditory Modeling 20%
  • System Development 20%

• Use of Self-Supervised Learning in Automated Speaking Scoring for Low Resource Languages

  Julkaisun otsikon käännös: Use of Self-Supervised Learning in Automated Speaking Scoring for Low Resource LanguagesAl-Ghezi, R., 2024, Aalto University. 157 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Error Rate 100%
  • Language Learning 100%
  • Analytical Model 100%
  • Multitasking 100%
  • Artificial Intelligence 100%
• 2023

  Advances and New Applications of Spectral Analysis

  Julkaisun otsikon käännös: Advances and New Applications of Spectral AnalysisEsfandiari, M., 2023, Aalto University. 158 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Application 100%
  • Channel Estimation 100%
  • direction-of-arrival 100%
  • Direction 100%
  • Models 75%

• An AI-based Framework to Optimize Mobile Services

  Julkaisun otsikon käännös: An AI-based Framework to Optimize Mobile ServicesNaas, S.-A., 2023, Aalto University. 268 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Artificial Intelligence 100%
  • Service 37%
  • Virtual Reality 37%
  • Knowledge-Sharing 25%
  • Customer Satisfaction 25%

• Application of Signal Processing Methods for Precision Impulse Voltage and Partial Discharge Measurements

  Julkaisun otsikon käännös: Signaalinkäsittelymenetelmien soveltaminen syöksyjännitteiden ja osittaispurkausten tarkkuusmittauksiinHavunen, J., 2023, Aalto University. 101 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Electric Potential 100%
  • Utilization 100%
  • Precision 100%
  • Signal Processing 100%
  • Applications 100%

• Applications of Interferometric Measurements and Photoacoustic Detection in Optical Metrology

  Julkaisun otsikon käännös: Applications of Interferometric Measurements and Photoacoustic Detection in Optical MetrologySharma, S., 2023, Aalto University. 108 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Metrology 100%
  • Detection 100%
  • Applications 100%
  • Measurement 100%
  • Sensor 100%

• Capacity Planning for Vehicular Fog Computing

  Julkaisun otsikon käännös: Capacity Planning for Vehicular Fog ComputingMao, W., 2023, Aalto University. 134 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Fog Computing 100%
  • Capacity Planning 100%
  • Quality of Service 20%
  • Economic Performance 20%
  • Temporal Dynamic 20%

• Characterization of Predictable Quantum Efficient Detector

  Julkaisun otsikon käännös: Characterization of Predictable Quantum Efficient DetectorKorpusenko, M., 2023, Aalto University. 102 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Responsivity 100%
  • Reflectance 100%
  • Wavelength 100%
  • Detector 100%
  • Characterization 100%

• Human-in-the-Loop Design Optimization

  Julkaisun otsikon käännös: Human-in-the-Loop Design OptimizationLiao, Y.-C., 2023, Aalto University. 235 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Design 100%
  • Design Optimization 100%
  • Human-in-the-Loop 100%
  • User 50%
  • Application 20%

• IoT and DLT Integration—A Choice of Tradeoffs?

  Julkaisun otsikon käännös: IoT and DLT Integration—A Choice of Tradeoffs?Paavolainen, S., 2023, Aalto University. 222 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Internet of Things 100%
  • Distributed Ledger Technology 100%
  • Internet of Things Device 25%
  • Attack 25%
  • Constrained Device 25%

• Layered Approaches - Woven eTextile Explorations Through Applied Textile Thinking

  Julkaisun otsikon käännös: Layered Approaches - Woven eTextile Explorations Through Applied Textile ThinkingPouta, E., 2023, Helsinki: Aalto University. 216 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Textiles 100%
  • Approach 100%
  • Materials Design for Textile 80%
  • Textile 70%
  • Structure 40%

• Machine Learning based GNSS Spoofing Detection and Mitigation for Cellular-Connected UAVs

  Julkaisun otsikon käännös: Machine Learning based GNSS Spoofing Detection and Mitigation for Cellular-Connected UAVsDang, Y., 2023, Aalto University. 181 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Machine Learning 100%
  • Detection 100%
  • Spoofing 100%
  • Satellite System 100%
  • Spoofing Attack 100%

• Machine Learning Techniques to Detect Known and Novel Cyber-attacks

  Julkaisun otsikon käännös: Machine Learning Techniques to Detect Known and Novel Cyber-attacksMonshizadeh, M., 2023, Aalto University. 181 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Machine Learning Technique 100%
  • Cyber Attack 100%
  • Intrusion Detection System 100%
  • Machine Learning 80%
  • Intrusion Detection 60%

• Methods for Convolutional Sparse Coding and Coupled Feature Learning with Applications to Image Fusion

  Julkaisun otsikon käännös: Methods for Convolutional Sparse Coding and Coupled Feature Learning with Applications to Image FusionVeshki, F. G., 2023, Aalto University. 142 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Application 100%
  • Algorithms 100%
  • Representation Learning 100%
  • Image Fusion 100%
  • Models 83%

• Motion and Appearance Representation Learning of Human Activities From Videos and Wearable Sensor

  Julkaisun otsikon käännös: Motion and Appearance Representation Learning of Human Activities From Videos and Wearable SensorByvshev, P., 2023, Aalto University. 152 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Models 100%
  • Wearable Sensor 100%
  • Representation Learning 100%
  • Human Activity 100%
  • Networks 66%

• Multi-Antenna Ambient Backscatter Communications: Performance Optimization and Analysis

  Julkaisun otsikon käännös: Multi-Antenna Ambient Backscatter Communications: Performance Optimization and AnalysisWang, X., 2023, Aalto University. 173 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Communication 100%
  • Optimization 100%
  • Receiver 100%
  • Performance Optimization 100%
  • Antennas 100%

• Neural Modelling of Audio Effects

  Julkaisun otsikon käännös: Neural Modelling of Audio EffectsWright, A., 2023, Aalto University. 140 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Models 100%
  • Neural Network 71%
  • Amplifier 50%
  • Neural Network Architecture 33%
  • Foci 28%

• Parametric reproduction of microphone array recordings

  Julkaisun otsikon käännös: Parametric reproduction of microphone array recordingsMcCormack, L., 2023, Aalto University. 120 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Acoustics 100%
  • Arrays 100%
  • Microphone 100%
  • Technology 25%
  • Frequencies 25%

• Probabilistic Cache Policy Design for Cellular Networks with Stochastic Geometry Analysis

  Julkaisun otsikon käännös: Probabilistic Cache Policy Design for Cellular Networks with Stochastic Geometry AnalysisAmidzade, M., 2023, Aalto University. 164 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Cellular Network 100%
  • Stochastic Geometry 100%
  • Network Operation 60%
  • Simulation Result 60%
  • Multicasting 40%

• Secret Key Generation for Ambient Backscatter Communication

  Julkaisun otsikon käännös: Secret Key Generation for Ambient Backscatter CommunicationLietzén, J., 2023, Aalto University. 181 Sivumäärä

  Tutkimustuotos: Doctoral Thesis › Collection of Articles

  Open access

  • Communication 100%
  • Key Generation 100%
  • Internet of Things Device 75%
  • Transmitter 75%
  • Legitimate User 75%