Signal processing laboratory

The laboratory was established in 1972 and is engaged in theoretical research and practical development of digital signal processing systems, including the development of specific techniques and applications in analog-to-digital signal conversion. The work of the laboratory during these years is reflected in more than 200 publications, conference presentations, and monographs.
Currently, there are 11 people in the laboratory, including 3 researchers, and 1 scientific assistant.
Research and development areas:
- Virtual instruments based on advanced DSP technologies;
- Program-controlled radio devices, including those based on non-uniform sampling;
- Signal-dependent analysis of non-stationary signals, event-driven analog-to-digital conversions;
- Biometrics and brain signal processing;
- Microminiaturization of data acquisition and processing systems;
- Smart sensor and networked embedded system signal processing;
- Wireless sensor network systems, including sensor module hardware architecture, communication protocols, operating systems and application-oriented software;
- Applications of directional antenna arrays in wireless sensor networks;
- Transistor based UWB pulse generators and receivers;
- Wearable devices and their signal processing.
In recent years, two research groups have been established in the laboratory: one focused on developing wearable sensor systems, and the other on advancing ultra-wideband radar technology.
Wearable sensor group is working on wearable sensor system development with potential applications in medicine, sport and daily activities. Mainly systems are based on inertial sensors, but the group has also experience with bioelectric signals (ECG, EMG, EEG). Within group novel wired communication solution has been developed that allows data acquisition from several hundred sensors, using minimal wiring. The solution is further developed beyond the field of wearable sensor systems for monitoring the deformations of constructions.
Examples of developed technologies:
- 3D shape reconstruction fabric: https://www.youtube.com/watch?v=YDG0ERF2_d8
- human body motion model 3D reconstruction: https://www.youtube.com/watch?v=vAFCrMgJrmI
- human-computer interface development for people with disabilities: https://www.youtube.com/watch?v=tfiS01VfavU
Group competencies-expertise: sensor system development, inertial sensors, low power sensor system development, PCB design, Flexible PCB design, digital communication interfaces, Bluetooth and Bluetooth Low Energy communication in application level, inertial signal processing, bio-electric signal processing, machine learning algorithms, 3D visualization, simulations, software development for smart devices (Android OS smartphones, tablets) in wearable sensor context.
The Ultra wideband (UWB) radar team has been working on research and development of equivalent time conversion radar systems, resulting in both different unique solutions to improve radar performance and efficiency and several patents and publications on UWB signal generation, reception, processing, etc. Also, the group has developed a UWB radar device, which is used to study various UWB radar applications, such as:
- through wall measurements;
- ice thickness measurements;
- observation of non-contact signs of life (breathing, heartbeat);
- time domain reflectometry;
- antenna time domain measurements;
- measurements of material parameters.
Team
Projects
6 results
- Cyber-physical systems, ontologies and biophotonics for safe&smart city and society (VPP SOPHIS)
- Dynamic land use monitoring (NevKlas)
- Development of technologies for cyber physical systems with applications in medicine and smart transport (KiFiS)
- Cyber-physical systems, ontologies and biophotonics for safe&smart city and society (GUDPILS)
- Projekts Nr.3 „Oriģinālu signālu apstrādes paņēmienu izveide un izpēte konkurētspējīgu IT tehnoloģiju radīšanai”
- Project Nr.2 "Innovative signal processing technologies for smart and effective electronic system development" (IMIS)
Publications
- 2024
Signal Acquisition and Algorithm Design for Bioimpedance-Based Heart Rate Estimation from the Wrist(opens in a new window)
Didzis Lapsa, Margus Metshein, Andrei Krivošei, Rims Janeliukstis, Olev Märtens, Atis Elsts
Applied Sciences, Vol. 14 (21), p. 9632, MDPI
- 2024
MONOSTATIC PULSED ULTRA-WIDEBAND RADAR ANTENNA FOR STUDYING BIOLOGICAL RHYTHMS OF THE HUMAN BODY AND INTERNAL INHOMOGENEITIES OF DIELECTRIC OBJECTS(opens in a new window)
V. Aristov
Automatic Control and Computer Sciences, Vol. 58 (1), p. 101-108, © Allerton Press
- 2024
PPG and Bioimpedance-Based Wearable Applications in Heart Rate Monitoring—A Comprehensive Review(opens in a new window)
Didzis Lapsa, Rims Janeliukstis, Margus Metshein, Leo Selavo
Applied Sciences, Vol. 14 (17), p. 7451, MDPI
- 2024
Evaluation of Two-Electrode System Configurations for Forearm Arteries Bioimpedance Measurement(opens in a new window)
Margus Metshein, Ksenija Pesti, Didzis Lapsa, Paul Annus, Rims Janeliukstis, Atis Elsts, Olev Martens
2024 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), p. 1-6
- 2024
A Comprehensive Review of Sensor-Based Smart Building Monitoring and Data Gathering Techniques(opens in a new window)
Ingrida Lavrinovica, Janis Judvaitis, Dans Laksis, Marija Skromule, Kaspars Ozols
Applied Sciences, Vol. 12 (21), MDPI
Patents
LR patent Nr. 15878 A
LR patent Nr. 15878 A, "A DEVICE AND METHOD FOR EVALUATION OF QUALITY OF BIOIMPEDANCE SIGNAL"
LR patent Nr. 15854 B1
LR patent Nr. 15854 B1, "METHOD OF STABILIZING THE PRECISION OF THE
EVENT TIMER INTERPOLATOR"- 2024
LR patent Nr. 15744 B1
LR patent Nr. 15744 B1, "METHOD AND DEVICE FOR DETERMINING THE SHAPE AND ORIENTATION OF A TENSILE AND BENDING DEFORMED OBJECT"
- 2024
LR patent Nr. 15840 B1
LR patent Nr. 15840 B1, "BRAIDED SELF-TENSIONING ELASTIC CABLE FOR WEARABLE SYSTEMS"
- 2020
LR patent Nr. 15529 A
Reģistrēts LR patents Nr. 15529 A " ANTENAS SISTĒMA ZEMVIRSMAS RADARAM AR ANTENĀM, KAS NOVIETOTAS VIENA OTRAI PRETĪ. ANTENNA SYSTEM FOR UNDERGROUND RADAR WITH LOCATION OF THE ANTENNAS OPPOSITE EACH OTHER". Izgudrotāji: Vladimirs Aristovs. Īpašnieks: Elektronikas un datorzinātņu institūts, publicēts 20.10.2020.g.


