On this page you can find general descriptions of research topics from professors and lecturers linked to the CCIS programme, ELEC departments. By reading the descriptions you can get an idea of the fields where each professor/lecturer may supervise a thesis. Funded thesis positions in the research groups of the department are announced separately. These descriptions will help you with finding a supervisor (and a topic) when
- it's time to start the thesis work but you don't have a topic yet. Contact the professor(s) whose expertise matches with your interests.
- if you already have your own proposal for a topic, e.g. obtained from industry or elsewhere, and you need to find a suitable supervisor.
Also a professor from another department or school in Aalto may act as the supervisor, as long as the topic itself is connected to the advanced studies of your degree.
Department of Communications and Networking
Prof. Riku Jäntti
My broad area of interest is wireless communications; especially physical layer and MAC layer related topics. My current research focus on 5G radio access networks (including software radio implementation aspects); Machine Type Communications for IoT; Ambient backscatter communications; Quantum communications and RF inference (Device free localization). I am willing to supervise M.Sc thesis and special assignments on the above mentioned topics or other related topics. The topic can be focused on experimentation and measurements, software development, mathematical modelling or simulation.
Preferred contact methods: Work phone: +358 50 597 8588, email: email@example.com.
Prof. Heikki Hämmäinen
My current research interests include economics of IoT, 5G, SDN, ICN, and multihoming. Communications ecosystem track studies gives a good starting point of doing M.Sc thesis in my area.
Preferred contact method email: firstname.lastname@example.org
Prof. Jukka Manner
I'm a software and networks expert. Research topics in my team are (or have been) networking in general, mobile networks and wireless links (on the network and transport layer), energy efficient ICT (devices, data centers, services), network protocols and in particular transport protocols, cyber security and critical communications. In general, I have knowledge in software engineering and networking topics. I have also done a lot of different performance measurements in the last 20 years.
Email: email@example.com (email me for an appointment)
Prof. Olav Tirkkonen
My research interests include wireless networks, physical layer processing, coding theory and quantum information processing. The topic can be focused on experimentation and measurements, software development, mathematical modelling or simulation.
Preferred contact method email: firstname.lastname@example.org
Prof. Yu Xiao
I am broadly interested in experimental systems research in the field of mobile computing. My research interests have spanned from energy-efficient mobile computing, to edge computing, to mobile crowdsensing and to augmented/virtual reality. My research often takes the approach of building potentially large-scale prototype systems and then evaluating them experimentally. I can provide MSc topics and guidance in the area of computer vision, deep learning, or AR/VR.
Preferred contact method: email: email@example.com.
Prof. Tarik Taleb
My research interests include mobile networking and cloud computing. The main research activities are on the following three directions:
- Personalized Mobile Telecom based on big data & network function virtualization technologies.
- Drone-based platform for the delivery of Internet of Things services.
- Social network-based Personalized Over the Top TV.
Preferred contact method: email: firstname.lastname@example.org
Prof. Stephan Sigg
My research is focused on the design, analysis and optimisation of (randomized) algorithms in Mobile and Pervasive Computing domains, in particular focusing on (wireless) networking and security. In recent years I have worked on problems related to usable security, device-free activity recognition, pro-active context computing, distributed adaptive beamforming, and calculation of mathematical functions by superimposing signals on the wireless channel. I am willing to supervise M.Sc thesis on the above mentioned topics or other related topics.
Preferred contact method: Work phone: +358 504666941
Prof. Jyri Hämäläinen
Currently I am serving as a Dean of the School of Electrical Engineering.
Prof. Patric Östergård
As a professor in information theory, I am interested in mathematical aspects of communications. I also have a background in computer science and an interest in all kinds of algorithms and computational methods. I am willing to supervise an MSc thesis with a mathematical or computational flavor also outside the area of communications.
Preferred contact method: email: email@example.com
Prof Antti Oulasvirta
I have been working with Internet protocols, particularly on transport layer (TCP, QUIC, etc.), I have also been working on information-centric and publish-subscribe networking and networking in cloud systems. Outside communication networks, I'm currently also working on education technology.
Preferred contact method: email: firstname.lastname@example.org
My special research area covers QoS, QoE (Quality of Experience) and business modeling of communications services. In addition, I have supervised a broad variety of theses that fall under the concept of communications ecosystems. Communications ecosystem includes human or user aspects, new business models and values chains, and evolving technologies such as 5G.
Preferred contact method: email: email@example.com
My research typically involves stochastic modeling of ICT systems and data networks. Recently, I have been working on various resource allocation and scheduling problems in the context of future cellular systems as well as data centers. Methodologically I am interested in applying queuing theoretic analysis on the models, including stochastiuc optimization techniques, as well as also using discrete event simulation to study the systems. A good background for a master's thesis is provided by basic understanding of Markov processes, the M/G/1 queue and good programming skills, for example from the course ELEC-E7450 Performance Analysis and/or ELEC-E7460 Modeling and Simulation.
Preferred contact method: email: firstname.lastname@example.org
My research interests include queueing theory, teletraffic theory, and performance analysis of modern ICT systems and networks.
My course ELEC-E7450 (Performance Analysis) gives a good background for your thesis.
Preferred contact method: email: email@example.com
Department of Signal Processing and Acoustics
Prof. Paavo Alku
My research area is speech communication technology. This refers to fundamental and applied research aiming at describing, explaining and reproducing communication by speech. The topics of speech communication technology that my team has been working on consist of signal processing methods to analyse and parameterise human speech production, enhancement of speech quality and intelligibility in mobile phones, brain functions in speech perception, occupational voice care, spectral modelling of speech, robust feature extraction of speech, and statistical parametric speech synthesis.
Prof. Tom Bäckström
My research areas include transmission of speech signals, privacy and security in speech interfaces, speech enhancement (e.g. noise reduction and multi-microphone methods), distributed speech processing and perceptual modeling. Typical tools in this area includes machine learning methods, linear algebra, statistical modeling and subjective listening tests. I am also willing to supervise theses in speaker identification/verification as well as some aspects in the design of voice interfaces.
Preferred contact method: firstname.lastname@example.org
Prof. Erkki Ikonen
Research interests are mainly in the field of optical measurements.
Prof. Visa Koivunen
Research interest include statistical, communications, sensor array and multichannel signal processing and their applications in wireless comms, future radar systems, cyber-physical systems such as smart grid and large-scale data analytics.
Prof. Mikko Kurimo
My current research interests are in machine learning methods for speech and language processing.
Possible MSc thesis topics could be, for example:
- Recognition of proper names in a speech recognition system
- Speech summarization for subtitles
- Online language change detection and language recognition
- Mixed language speech recognition
- Combining speech and other audible and visual events into a video-to-text description
- New deep learning methods for improving automatic speech recognition
- New deep learning methods for improving language modeling
Prof. Esa Ollila
My research interests lie in the intersection of the fields of statistical signal processing, high-dimensional statistics, and machine learning.
Prof. Ville Pulkki
My research group works on capturing and reproduction of spatial audio with microphone or hydrophone grids, on psychoacoustic sound perception studies, on acoustic measurements, and on machine-learning-based rendering of sound for virtual reality.
Prof. Jorma Skyttä
Research interests include:
- Signal processing, especially its implementations and real time computing architectures applied to Digital Signal Processing.
- Performance analysis of embedded high performance computing architectures, including Field Programmable Gate Arrays.
Prof. Sergiy Vorobyov
Research Interests: Optimization and Linear Algebra Methods in Signal Processing, Communications, and Machine Learning; Statistical and Array Signal Processing; Sparse Signal Processing; Estimation and Detection Theory; Sampling
Theory; Multi-Antenna, Very Large, Cooperative and Cognitive Systems
Prof. Vesa Välimäki
My research field is audio signal processing, which includes digital signal processing related to wideband audio, such as sound reproduction and music technology. My current interests are equalizers, headphones, loudspeakers, sound synthesis techniques, audio effects processing, and artificial reverberation. I am also willing to supervise Master's theses on areas related to room acoustics (when measurements and signal analysis are involved) and noise control (especially active noise control).
Prof. Risto Wichman
My field is digital signal processing and especially applications to wireless communications. In general this covers physical layer in the protocol stack. Past, current, and future research topics include multiantenna techniques,design and analysis of transceiver algorithms, design of communication waveforms, phase, time, frequency synchronization, compensation of impairments caused by analog components by digital signal processing, design and analysis of network topologies, massive satellite communications, vehicular-to-X networks, spectrum sharing, co-existence of different wireless systems, and so on.
Doc. Petri Kärhä
My research field is Measurement Science and Technology. I am interested in measurements in general, and in particular measurements related with Photometry and Radiometry. I have research experience in optical power measurements, spectral irradiance and radiance measurements, photometry, color measurements, ageing of materials, lighting measurements, LED light sources, and ultraviolet measurements (both artificial and Solar). Also items close to measurement, such as uncertainty estimation, measurement automation, quality systems, and development of measurement or testing equipment are familiar to me, and possible subjects to supervise.
Part of the professors of the major in Acoustics and Audio Technology work in the department of Computer Science. You can find their information from School of Science thesis supervisors list: