Ph.D. in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 33rd cycle (2017-2020)
Ph.D. obtained in 2021
Dissertation:
Machine Learning Techniques for Device-Free Indoor Person Tracking (Abstract)
Tutors:
Mihai Teodor Lazarescu
Research presentation:
Video presentationProfile
Research topic
Neural network-based indoor tag-less localization using capacitive sensors
Research interests
Teaching
Teachings
Bachelor of Science
- Elettronica applicata. A.A. 2018/19, INGEGNERIA INFORMATICA. Collaboratore del corso
- Elettronica applicata. A.A. 2018/19, INGEGNERIA INFORMATICA. Collaboratore del corso
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- BIN TARIQ, Osama (2021)
Machine Learning Techniques for Device-Free Indoor Person Tracking. relatore: LAZARESCU, MIHAI TEODOR; , 33. XXXIII Ciclo, P.: 111
Doctoral Thesis - BIN TARIQ, Osama; Shan, Junnan; Floros, Georgios; Sotiriou, Christos P.; Casu, Mario R.; ... (2021)
High-Level Annotation of Routing Congestion for Xilinx Vivado HLS Designs. In: IEEE ACCESS, vol. 9, pp. 54286-54297. ISSN 2169-3536
Contributo su Rivista - Bin Tariq, O.; Lazarescu, M. T.; Lavagno, L. (2021)
Neural Networks for Indoor Person Tracking With Infrared Sensors. In: IEEE SENSORS LETTERS, vol. 5, pp. 1-4. ISSN 2475-1472
Contributo su Rivista - Bin Tariq, Osama; Lazarescu, Mihai Teodor; Lavagno, Luciano (2020)
Neural Networks for Indoor Human Activity Reconstructions. In: IEEE SENSORS JOURNAL, vol. 20, pp. 13571-13584. ISSN 1530-437X
Contributo su Rivista - Tariq, Osama Bin; Lazarescu, Mihai Teodor; Lavagno, Luciano (2019)
Neural network-based indoor tag-less localization using capacitive sensors. In: 21st International Conference on Ubiquitous and Pervasive Computing (Ubicomp) 2019 and the International Symposium on Wearable Computing (ISWC) 2019, London, United Kingdom, September 09 - 13, 2019, pp. 9-12. ISBN: 9781450368698
Contributo in Atti di Convegno (Proceeding) - Iqbal, Javed; Lazarescu, MIHAI TEODOR; BIN TARIQ, Osama; Arif, Arslan; Lavagno, Luciano (2018)
Capacitive sensor for tagless remote human identification using body frequency absorption signatures. In: IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, vol. 67, pp. 789-797. ISSN 0018-9456
Contributo su Rivista - Iqbal, Javed; Lazarescu, MIHAI TEODOR; BIN TARIQ, Osama; Lavagno, Luciano (2017)
Long range, high sensitivity, low noise capacitive sensor for tagless indoor human localization. In: 2017 7th IEEE International Workshop on Advances in Sensors and Interfaces (IWASI), Vieste, Italia, 15-16 giugno 2017, pp. 189-194. ISBN: 978-1-5090-6707-7
Contributo in Atti di Convegno (Proceeding) - Iqbal, Javed; Arif, Arslan; BIN TARIQ, Osama; Lazarescu, MIHAI TEODOR; Lavagno, Luciano (2017)
A Contactless Sensor for Human Body Identification using RF Absorption Signatures. In: 2017 IEEE Sensors applications symposium (SAS), Glassboro, NJ, USA, 13-15 marzo 2017, pp. 1-6. ISBN: 978-1-5090-3202-0
Contributo in Atti di Convegno (Proceeding) - BIN TARIQ, Osama; Lazarescu, MIHAI TEODOR; Iqbal, Javed; Lavagno, Luciano (2017)
Performance of machine learning classifiers for indoor person localization with capacitive sensors. In: IEEE ACCESS, vol. 5, pp. 12913-12926. ISSN 2169-3536
Contributo su Rivista