Dottorato in Ingegneria Elettrica, Elettronica E Delle Comunicazioni , 33o ciclo (2017-2020)
Dottorato concluso nel 2021
Tesi:
Machine Learning Techniques for Device-Free Indoor Person Tracking (Abstract)
Tutori:
Mihai Teodor Lazarescu
Presentazione della ricerca:
Presentazione videoProfilo
Argomento di ricerca
Neural network-based indoor tag-less localization using capacitive sensors
Interessi di ricerca
Biografia
Long Range Capacitive Sensors together with Artificial Intelligence are aimed to produce device-free localization for health care of elderly, living independently.
Osama also does research in resolving congestion issues in FPGA implementations using High Level Synthesis tools.
Didattica
Insegnamenti
Corso di laurea di 1° livello
- Elettronica applicata. A.A. 2018/19, INGEGNERIA INFORMATICA. Collaboratore del corso
- Elettronica applicata. A.A. 2018/19, INGEGNERIA INFORMATICA. Collaboratore del corso
Pubblicazioni
Pubblicazioni durante il dottorato Vedi tutte le pubblicazioni su Porto@Iris
- 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; 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, 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; 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; 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) - 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) - 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