Pub Date : 2023-06-08DOI: 10.1109/IWASI58316.2023.10164384
Timo Lausen, S. Keil, R. Thewes
The design of an 8 x 8 array in a 180 nm CMOS technology is presented for testing a new type of neural sensing amplifier. Post layout simulation results show an input refereed noise of 10.3 μVrms in the local field potential band from 1Hz to 300Hz and 19.8 μVrms in the action potential band from 300Hz to 10kHz. The required power per pixel is 165 nW or 50nA at 3.3 V. The bandwidth is 2kHz at a full frame rate of 10kHz.
{"title":"An Ultra Low Power Pixel for Implantable Neural Interfaces","authors":"Timo Lausen, S. Keil, R. Thewes","doi":"10.1109/IWASI58316.2023.10164384","DOIUrl":"https://doi.org/10.1109/IWASI58316.2023.10164384","url":null,"abstract":"The design of an 8 x 8 array in a 180 nm CMOS technology is presented for testing a new type of neural sensing amplifier. Post layout simulation results show an input refereed noise of 10.3 μVrms in the local field potential band from 1Hz to 300Hz and 19.8 μVrms in the action potential band from 300Hz to 10kHz. The required power per pixel is 165 nW or 50nA at 3.3 V. The bandwidth is 2kHz at a full frame rate of 10kHz.","PeriodicalId":261827,"journal":{"name":"2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI)","volume":"120 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115605461","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-06-08DOI: 10.1109/IWASI58316.2023.10164421
L. Barretta, R. Scaldaferri, A. Esposito, P. Barbato, V. Casuscelli
This work reports the ferroelectric-piezoelectric characteristic of Nb doped BZT-BCT sol gel thin films pristine and after an optimized poling process. Displacement spectrum of cantilever is reported for pristine and poled state. The two spectra comparison clearly outlines the effectiveness of poling treatment.
{"title":"Effect of poling on piezoelectric performances of Nb-doped BZT-BCT prototypes","authors":"L. Barretta, R. Scaldaferri, A. Esposito, P. Barbato, V. Casuscelli","doi":"10.1109/IWASI58316.2023.10164421","DOIUrl":"https://doi.org/10.1109/IWASI58316.2023.10164421","url":null,"abstract":"This work reports the ferroelectric-piezoelectric characteristic of Nb doped BZT-BCT sol gel thin films pristine and after an optimized poling process. Displacement spectrum of cantilever is reported for pristine and poled state. The two spectra comparison clearly outlines the effectiveness of poling treatment.","PeriodicalId":261827,"journal":{"name":"2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI)","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122530465","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-06-08DOI: 10.1109/IWASI58316.2023.10164578
André M. P. Mattos, D. Santos, Carolina Imianosky, D. Melo, L. Dilillo
Sensing systems are present in most application domains, including those in harsh environments. These systems are often designed around processing units sensitive to these environmental conditions. Still, the systems must withstand extreme operational conditions in these environments and maintain consistent measurements. In this work, we present the challenges imposed by radiation effects in sensing applications and discuss the utilization of a fault-tolerant RISC-V System-on-Chip, the HARV-SoC, to mitigate their impact. The HARV-SoC comprises peripherals and the fault-tolerant HARV core, which relies on hardening strategies, such as physical and information redundancy, to meet the requirements of critical applications targeting harsh environments and reduce the propagation of errors. Hence, we guide how to employ the proposed system in sensing applications and empower the community with a new tool for reliability-oriented projects.
{"title":"Using HARV-SoC for Reliable Sensing Applications in Radiation Harsh Environments","authors":"André M. P. Mattos, D. Santos, Carolina Imianosky, D. Melo, L. Dilillo","doi":"10.1109/IWASI58316.2023.10164578","DOIUrl":"https://doi.org/10.1109/IWASI58316.2023.10164578","url":null,"abstract":"Sensing systems are present in most application domains, including those in harsh environments. These systems are often designed around processing units sensitive to these environmental conditions. Still, the systems must withstand extreme operational conditions in these environments and maintain consistent measurements. In this work, we present the challenges imposed by radiation effects in sensing applications and discuss the utilization of a fault-tolerant RISC-V System-on-Chip, the HARV-SoC, to mitigate their impact. The HARV-SoC comprises peripherals and the fault-tolerant HARV core, which relies on hardening strategies, such as physical and information redundancy, to meet the requirements of critical applications targeting harsh environments and reduce the propagation of errors. Hence, we guide how to employ the proposed system in sensing applications and empower the community with a new tool for reliability-oriented projects.","PeriodicalId":261827,"journal":{"name":"2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI)","volume":"314 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122805902","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-06-08DOI: 10.1109/IWASI58316.2023.10164476
T. Polonelli, Casimir Feldmann, Vlad Niculescu, H. Müller, M. Magno, L. Benini
The demand for autonomous nano-sized Unmanned Aerial Vehicles (UAVs) has risen due to their small size and agility, allowing for flight in cluttered indoor environments. However, their small size also significantly limits the payload as well as the battery size and computational resources. Especially the scarcity of memory poses a significant obstacle to generating high-resolution occupancy maps. This work presents an on-board 2-dimensional occupancy mapping system for centimeter-scale UAVs using a miniature 64-zone Time of Flight sensor. Experimental evaluations on the Crazyflie 2.1 nano-UAV have demonstrated that produced maps feature a resolution of 10 cm at mapping velocities up to 1.5 m/s, while covering an area of maximum 400 m2.
{"title":"Towards Robust and Efficient On-board Mapping for Autonomous Miniaturized UAVs","authors":"T. Polonelli, Casimir Feldmann, Vlad Niculescu, H. Müller, M. Magno, L. Benini","doi":"10.1109/IWASI58316.2023.10164476","DOIUrl":"https://doi.org/10.1109/IWASI58316.2023.10164476","url":null,"abstract":"The demand for autonomous nano-sized Unmanned Aerial Vehicles (UAVs) has risen due to their small size and agility, allowing for flight in cluttered indoor environments. However, their small size also significantly limits the payload as well as the battery size and computational resources. Especially the scarcity of memory poses a significant obstacle to generating high-resolution occupancy maps. This work presents an on-board 2-dimensional occupancy mapping system for centimeter-scale UAVs using a miniature 64-zone Time of Flight sensor. Experimental evaluations on the Crazyflie 2.1 nano-UAV have demonstrated that produced maps feature a resolution of 10 cm at mapping velocities up to 1.5 m/s, while covering an area of maximum 400 m2.","PeriodicalId":261827,"journal":{"name":"2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130986160","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-06-08DOI: 10.1109/IWASI58316.2023.10164460
D. Caputo
Lab-on-Chip technology is gaining great interest due to the many possibilities that it offers in the fields of life sciences, from parallel analysis in genomics to point-of-care devices in medical diagnostics. At the beginning, Lab-on-Chip devices essentially consisted of a microfluidic network that miniaturized the analytical procedures leading to faster reaction kinetics and lower sample and reagents consumption. Recent devices integrate several functional modules, that allow all the functions of a human-scale test laboratory including transferring samples, drawing off a precise volume of a chemical product, reagent mixing, DNA extraction, detection and quantification of biomolecules.
{"title":"Thin film electronic devices marry lab-on-chip applications","authors":"D. Caputo","doi":"10.1109/IWASI58316.2023.10164460","DOIUrl":"https://doi.org/10.1109/IWASI58316.2023.10164460","url":null,"abstract":"Lab-on-Chip technology is gaining great interest due to the many possibilities that it offers in the fields of life sciences, from parallel analysis in genomics to point-of-care devices in medical diagnostics. At the beginning, Lab-on-Chip devices essentially consisted of a microfluidic network that miniaturized the analytical procedures leading to faster reaction kinetics and lower sample and reagents consumption. Recent devices integrate several functional modules, that allow all the functions of a human-scale test laboratory including transferring samples, drawing off a precise volume of a chemical product, reagent mixing, DNA extraction, detection and quantification of biomolecules.","PeriodicalId":261827,"journal":{"name":"2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI)","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132039204","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-06-08DOI: 10.1109/IWASI58316.2023.10164373
Chiara Botrugno, E. Leogrande, Francesco Dell’Olio, Teresa Natale
Continuous vital signs monitoring is an important aid for preventing, diagnosing and timely treating different pathologies, especially in the field of cardiovascular and respiratory diseases. The aim of this work is to present a multiparameter tool for vital signs monitoring, starting from photoplethysmographic (PPG) and electrocardiographic (ECG) signal extraction and processing. In particular, a multi-wavelength photoplethysmographic sensor is used for the prediction of heart rate and the degree of blood hemoglobin oxygenation; with a simultaneous mining of the PPG signal with the ECG signal, it is also possible to determine the value of systolic pressure, by calculating the Pulse Transit Time (PTT), that is, the time interval between the R wave of the ECG signal and the subsequent systolic peak of the PPG signal. Such algorithms have been validated using reference instruments (sphygmomanometer and pulse oximeter): the performance is promising, with an average relative error of less than 5%. Results suggest that this innovative approach to vital signs monitoring can lead to the development of an electronic device that is simple to use, low cost and non-invasive.
{"title":"Smart combination of ECG and PPG signals: an innovative approach towards an electronic device for vital signs monitoring","authors":"Chiara Botrugno, E. Leogrande, Francesco Dell’Olio, Teresa Natale","doi":"10.1109/IWASI58316.2023.10164373","DOIUrl":"https://doi.org/10.1109/IWASI58316.2023.10164373","url":null,"abstract":"Continuous vital signs monitoring is an important aid for preventing, diagnosing and timely treating different pathologies, especially in the field of cardiovascular and respiratory diseases. The aim of this work is to present a multiparameter tool for vital signs monitoring, starting from photoplethysmographic (PPG) and electrocardiographic (ECG) signal extraction and processing. In particular, a multi-wavelength photoplethysmographic sensor is used for the prediction of heart rate and the degree of blood hemoglobin oxygenation; with a simultaneous mining of the PPG signal with the ECG signal, it is also possible to determine the value of systolic pressure, by calculating the Pulse Transit Time (PTT), that is, the time interval between the R wave of the ECG signal and the subsequent systolic peak of the PPG signal. Such algorithms have been validated using reference instruments (sphygmomanometer and pulse oximeter): the performance is promising, with an average relative error of less than 5%. Results suggest that this innovative approach to vital signs monitoring can lead to the development of an electronic device that is simple to use, low cost and non-invasive.","PeriodicalId":261827,"journal":{"name":"2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126699172","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-06-08DOI: 10.1109/IWASI58316.2023.10164402
M. Barbareschi, V. Casola, Daniele Lombardi
The concept behind Internet of Things (IoT) involves connecting physical objects to the internet and endowing them with the ability to identify one another and exchange data. This communication paradigm arises new security challenges. Mainly, authenticity of network nodes, to let ones with malicious intent not thrive in such a network; and confidentiality, when sensitive data have to be exchanged. Most classical security techniques are not suitable to address such issues, especially in Wireless Sensor Network (WSN) where network nodes are developed using resource-constrained devices. Consequently, the scientific literature has been starting to investigate how Physically Unclonable Functions (PUFs), a unique digital identifier obtained from physical variability induced by integrated circuit manufacturing process, could be exploited to provide security mechanisms. In this paper, we present ConPHEMAP, a new lightweight PUF-based key management-scheme for point-to-point communications. The proposed scheme extends the PHEMAP protocol and inherits same properties, including flexibility since can be adopted either in the case where both nodes are provided with PUFs or when only one of them includes it. We also conducted a security analysis to verify the protocol resilience against different kinds of attacks, which proves its suitability in a heterogeneous insecure context such as WSNs.
{"title":"Lightweight Secure Keys Management Based on Physical Unclonable Functions","authors":"M. Barbareschi, V. Casola, Daniele Lombardi","doi":"10.1109/IWASI58316.2023.10164402","DOIUrl":"https://doi.org/10.1109/IWASI58316.2023.10164402","url":null,"abstract":"The concept behind Internet of Things (IoT) involves connecting physical objects to the internet and endowing them with the ability to identify one another and exchange data. This communication paradigm arises new security challenges. Mainly, authenticity of network nodes, to let ones with malicious intent not thrive in such a network; and confidentiality, when sensitive data have to be exchanged. Most classical security techniques are not suitable to address such issues, especially in Wireless Sensor Network (WSN) where network nodes are developed using resource-constrained devices. Consequently, the scientific literature has been starting to investigate how Physically Unclonable Functions (PUFs), a unique digital identifier obtained from physical variability induced by integrated circuit manufacturing process, could be exploited to provide security mechanisms. In this paper, we present ConPHEMAP, a new lightweight PUF-based key management-scheme for point-to-point communications. The proposed scheme extends the PHEMAP protocol and inherits same properties, including flexibility since can be adopted either in the case where both nodes are provided with PUFs or when only one of them includes it. We also conducted a security analysis to verify the protocol resilience against different kinds of attacks, which proves its suitability in a heterogeneous insecure context such as WSNs.","PeriodicalId":261827,"journal":{"name":"2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126564619","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-06-08DOI: 10.1109/IWASI58316.2023.10164305
D. Serini, C. Altomare, Francesco Alemanno, N. A. Ximenes, F. Barbato, P. Bernardini, I. Cagnoli, E. Casilli, P. Cattaneo, A. Comerma, I. Mitri, F. Palma, C. Vecchi, A. Giovanni, L. Venere, M. D. Santo, A. Espinya, M. Alonso, G. Fontanella, P. Fusco, F. Gargano, D. Gascón, S. Gómez, D. Guberman, D. Kyratzis, F. Licciulli, F. Loparco, S. Loporchio, L. Lorusso, M. Mazziotta, M. Mongelli, J. Mauricio, A. Parenti, G. Panzarini, R. Pillera, A. Rappoldi, G. Raselli, M. Rossella, A. Sammukh, A. Sanuy, A. Smirnov, L. Silveri, A. Surdo, R. Triggiani, L. Wu
Satellite experiments employ plastic scintillators to discriminate charged from neutral particles and to identify charged nuclei. We have assembled and tested a prototype of Plastic Scintillator Detector (PSD) equipped with Silicon Photomultipliers (SiPMs) for the High Energy Cosmic Radiation Detection facility (HERD) that will be installed onboard the future Chinese Space Station (CSS). The HERD experiment will provide high quality data on charged cosmic rays up to PeV energies and gamma rays above 100 MeV energies. In order to explore the capability of charge identification of nuclei up to iron, a beam test campaign was performed in 2022 at CERN to study the overall performance of the PSD. The PSD prototype is composed of 8 plastic scintillator trapezoidal bars of two different lengths. The PSD prototype was irradiated with an ion beam composed of particles of selected momentum of 150 GeV/n at CERN SPS H8 beam line. Along the beam line two 10× 10× 0.5 cm3 squared plastic scintillator tiles were also placed to monitor the beam composition and the particle fragmentation upstream and downstream the beam line. In this work the main results of the SPS H8 beam test in terms of nuclei identification performances of the PSD ptototype detector will be shown.
{"title":"Characterization of the nuclei identification performances of the plastic scintillator detector prototype for the future HERD satellite experiment","authors":"D. Serini, C. Altomare, Francesco Alemanno, N. A. Ximenes, F. Barbato, P. Bernardini, I. Cagnoli, E. Casilli, P. Cattaneo, A. Comerma, I. Mitri, F. Palma, C. Vecchi, A. Giovanni, L. Venere, M. D. Santo, A. Espinya, M. Alonso, G. Fontanella, P. Fusco, F. Gargano, D. Gascón, S. Gómez, D. Guberman, D. Kyratzis, F. Licciulli, F. Loparco, S. Loporchio, L. Lorusso, M. Mazziotta, M. Mongelli, J. Mauricio, A. Parenti, G. Panzarini, R. Pillera, A. Rappoldi, G. Raselli, M. Rossella, A. Sammukh, A. Sanuy, A. Smirnov, L. Silveri, A. Surdo, R. Triggiani, L. Wu","doi":"10.1109/IWASI58316.2023.10164305","DOIUrl":"https://doi.org/10.1109/IWASI58316.2023.10164305","url":null,"abstract":"Satellite experiments employ plastic scintillators to discriminate charged from neutral particles and to identify charged nuclei. We have assembled and tested a prototype of Plastic Scintillator Detector (PSD) equipped with Silicon Photomultipliers (SiPMs) for the High Energy Cosmic Radiation Detection facility (HERD) that will be installed onboard the future Chinese Space Station (CSS). The HERD experiment will provide high quality data on charged cosmic rays up to PeV energies and gamma rays above 100 MeV energies. In order to explore the capability of charge identification of nuclei up to iron, a beam test campaign was performed in 2022 at CERN to study the overall performance of the PSD. The PSD prototype is composed of 8 plastic scintillator trapezoidal bars of two different lengths. The PSD prototype was irradiated with an ion beam composed of particles of selected momentum of 150 GeV/n at CERN SPS H8 beam line. Along the beam line two 10× 10× 0.5 cm3 squared plastic scintillator tiles were also placed to monitor the beam composition and the particle fragmentation upstream and downstream the beam line. In this work the main results of the SPS H8 beam test in terms of nuclei identification performances of the PSD ptototype detector will be shown.","PeriodicalId":261827,"journal":{"name":"2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI)","volume":"45 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130985817","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-06-08DOI: 10.1109/IWASI58316.2023.10164581
F. Regazzoni, P. Palmieri, A. Fournaris
Technological innovations are changing the world we live in, but in no sector they can have a greater impact on our lives than in the area of digital healthcare. The potential is immense: from AI-driven drug discovery to pervasive sensing to predict and prevent diseases and health conditions, the promise of technology-enabled medicine is that of better diagnoses, more effective treatments, improved prognoses, and ultimately longer and healthier lives.While technological advances in healthcare are being introduced at an ever increasing pace, they face an existential risk for their eventual adoption and public acceptance: they do not currently embed advanced cyber security mechanism that will be capable of confronting the complex cyber threats landscape of the future. In fact, while advanced cryptographic and security techniques such as secure multi-party computation, federated learning and root of trust are edging closer to deployment in the real world, they have largely not been adopted in the medical and healthcare domain. In this work, we argue that such adoption, enabled by stronger collaboration and deeper mutual knowledge between the healthcare and cyber security research community, is crucial for the success and safety of medical devices and sensors. In particular, we discuss the case of sensors, and their security, as well as the privacy of the data they collect.
{"title":"Treating a different kind of patient: curing security weaknesses in digital health systems of the future","authors":"F. Regazzoni, P. Palmieri, A. Fournaris","doi":"10.1109/IWASI58316.2023.10164581","DOIUrl":"https://doi.org/10.1109/IWASI58316.2023.10164581","url":null,"abstract":"Technological innovations are changing the world we live in, but in no sector they can have a greater impact on our lives than in the area of digital healthcare. The potential is immense: from AI-driven drug discovery to pervasive sensing to predict and prevent diseases and health conditions, the promise of technology-enabled medicine is that of better diagnoses, more effective treatments, improved prognoses, and ultimately longer and healthier lives.While technological advances in healthcare are being introduced at an ever increasing pace, they face an existential risk for their eventual adoption and public acceptance: they do not currently embed advanced cyber security mechanism that will be capable of confronting the complex cyber threats landscape of the future. In fact, while advanced cryptographic and security techniques such as secure multi-party computation, federated learning and root of trust are edging closer to deployment in the real world, they have largely not been adopted in the medical and healthcare domain. In this work, we argue that such adoption, enabled by stronger collaboration and deeper mutual knowledge between the healthcare and cyber security research community, is crucial for the success and safety of medical devices and sensors. In particular, we discuss the case of sensors, and their security, as well as the privacy of the data they collect.","PeriodicalId":261827,"journal":{"name":"2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI)","volume":"7 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126517283","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2023-06-08DOI: 10.1109/iwasi58316.2023.10164437
{"title":"Session 1: Sensor systems for autonomous driving","authors":"","doi":"10.1109/iwasi58316.2023.10164437","DOIUrl":"https://doi.org/10.1109/iwasi58316.2023.10164437","url":null,"abstract":"","PeriodicalId":261827,"journal":{"name":"2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI)","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-06-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128345561","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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