Europe s Silicon Valley

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1 Europe s Silicon Valley Göteborg Helsinki Stockholm Eindhoven Stuttgart München companies 25 B yearly turnover 1.8 B yearly R&D investments TU/e - Electrical Engineering/ 1

2 Excellence & Industry cooperation UU & UMCU 3TU EuroTech Univeri3es World Partners MIT Citation-impact (world average = 1,0) Size = papers In background all other top 500 universi3es Zhejiang Sao Paulo Radboud Nijmegen Utrecht University EPFL Lausanne TUM München UTwente Wageningen UR Aalto DTU Denmark KTH Stockholm TU DelJ TU/e % of papers with industry co-author(s) Source: CWTS, Leiden Ranking 2013 PAGE 2

3 Signal Processing Systems 3

4 SPS Research palette Media SP SP for Comms Acoustic Baseband wireless Video/Images Coded light Biometry FOUNDATIONS Signal theory Medical SP Clinical diagnostics Personal health systems Information theory Theory of adaptive and intelligent systems. 4

5 SPS research Academic excellence: 5 IEEE Fellows; 6-8 PhDs/year; Laureates: 2 VENI, 1 VIDI, 1 ERC, 1 MEERVOUD; 30 journal publications/year (20% of EE department). Industrial/clinical relevance: 10 part-time staff members, 5 advisorships in industry; 3 patents/year; 8 spin-out companies: CED 5

6 SPS scientific staff Jan Bergmans: signal processing for communications. Egor Bondarev: video system architectures. Gijs Dubbelman: automotive intelligence. Pierre Cluitmans: neuromonitoring, medical signal processing. Tanya Ignatenko: biometric security, DNA compression. Massimo Mischi: medical signal and image processing. Chiara Rabotti: medical signal processing. Piet Sommen: adaptive array signal processing, acoustic communication. Tjalling Tjalkens: information theory, source coding. Rik Vullings: medical signal processing. Frans Willems: information theory, digital communications, channel coding. Peter de With: video coding and analysis, embedded system architectures. Sveta Zinger: video content analysis, brain image analysis. Part-time professors: Ronald Aarts (Philips-TU/e): audio signal processing, medical signal processing. Bert Aldenkamp (KH-MUMC-TU/e): imaging and cognition in epilepsy. Johan Arends (KH-TU/e): epilepsy and sleep monitoring. Erik Korsten (CZH-TU/e): peri-operative signal and information processing. Jean-Paul Linnartz (Philips-TU/e): digital communications, intelligent lighting. Guid Oei (MMC-TU/e): perinatal monitoring, medical simulation. Bert de Vries (GN ReSound-TU/e): signal processing and machine learning for hearing aids Hessel Wijkstra (AMC-TU/e): prostate cancer ultrasonography. Guofu Zhou (Philips-TU/e): wearable lighting systems, horticulture lighting. Ca. 5 PostDocs, ca. 70 PhD students. 6

7 Acoustic signal processing Sources Microphones s1 s1 sj H W sj Unknown Mixture (room acoustics) Adaptive Filters 7

8 Audio laboratory 8

9 Video coding and architectures 3D & Multi-view coding Real-time architectures 9

10 Content analysis 10

11 Signal processing for communications ECC modulation TX bit detector RX channel ECC decoder clock equalizer 11

12 Information and communication theory source source encoder channel encoder channel channel decoder source decoder Destina -tion Source coding: Removal of redundancy and/or irrelevancy from data. Try to achieve Entropy, or the Rate-Distortion function. Channel coding: Addition of redundancy in order to enable correction of channel errors. Try to achieve Capacity. Netwerk coding: Source and channel coding in networks (multiple-access, broadcast, interference, relay, two-way channel, correlated sources, side-information, feedback). TU/e: Willems, Tjalkens, Ignatenko 12

13 Biometric privacy leakage Enrollment RELIABLE Match? Authentication Data base Fundamental tradeoff reliability-privacy leakage Current systems FAR from optimum Several awards/nominations Identity theft PRIVACY LEAKAGE 13

14 Wireless communication Massive pencil beam-forming for ultra-high data rates 14

15 Coded Light 15

16 Medical signal and image processing 16

17 Clinical collaborations Catharina Hospital Eindhoven: Largest cardiovascular center in the Benelux. Collaboration focus: cardiovascular diagnostics, medical ICT. Part-time professor: Erik Korsten Maxima Medical Center Veldhoven: Top perinatal center. Focus: pregnancy monitoring, medical simulation, neonatal monitoring. Part-time professors: Guid Oei, Sidarto Bambang Oetomo Kempenhaeghe Epilepsy Center Heeze: Leading care center for epilepsy, sleep, child neurocognitive disorders. Collaboration focus: epilepsy and sleep monitoring, imaging, remote ICT. Part-time professors: Johan Arends, Bert Aldenkamp. AMC Amsterdam: Collaboration focus: prostate cancer diagnosis Part-time professor: Hessel Wijkstra 17

18 Prostate cancer localization 200 Gray level Gray level Gray level Time [s] Time [s] Model-based spatiotemporal analysis Time [s] 18

19 Unobtrusive sensing ExG Massimo Mischi (EMG) Accelerometry, movement Acoustic Optical (SpO2) Ronald Aarts (all modalities) Chiara Rabotti (EHG) Rik Vullings (ECG) Pierre Cluitmans (EEG) 19

20 Personal health systems Virtual doctor Patient Feedback/ actuation Sensors Signal processing/ Decision support Diagnostic inference Remote doctor HOSPITAL MIDWIFE HOME Remote pregnancy management Home sleep monitoring Fitness 20

21 Pregnancy monitoring Key pregnancy risks: premature birth; fetal oxygen deficiency. Current monitoring techniques are unreliable and/or invasive. Innovation: electrophysiological monitoring: uterine contractions; fetal ECG and VCG. 21

22 Adaptive muscular stimulation Adaptive Conventional Input setting load controller actuator muscle signal processing sensors 22

23 SPS Master courses 5ME10 Statistical Signal Processing Tanya Ignatenko 5MY00 Adaptive Array Signal Processing Piet Sommen 5MB20 Adaptive Information Processing Tjalkens & de Vries 5P340 Information Theory II Willems & Tjalkens 5DD40 Multimedia Video Coding and Architectures de With & Zinger 5DD50 Advanced Topics in Multimedia Coding de With & Zinger 8E060 Neuromonitoring Pierre Cluitmans 5N520 Statistical Bioinformatics Tjeerd Dijkstra 5P500 Monitoring of Respiration and Circulation Pierre Woerlee 5LL80 Biomedical Sensing Technology Mischi & Rabotti 5XSD0 Medical Ultrasound Mischi & Demi 23

24 Traineeships, thesis projects, jobs 24

25 Thank you! Signal Processing Systems Contact for mentor, traineeships, graduate projects: Tjalling Tjalkens Flux 7.101). 25

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