... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks最新文献
Pub Date : 2022-01-01DOI: 10.5220/0011012700003118
Sabrine Khriji, Dhouha El Houssaini, O. Kanoun
Wireless Sensor Network (WSN) plays a significant role in modern applications by offering different services, including state machines monitoring, predictive maintenance, and vehicle/store tracking. In such applications, it is crucial to apply localization methods to identify the current location of sensor nodes with high accuracy. Due to the energy constraint of sensor nodes, the energy consumption needs to be highly considered while performing the localization process. In this regard, this paper aims to design an energy-efficient and accurate localization system. Therefore, a novel hybrid solution is designed involving the Ultra Wide Band (UWB) technology and Radio Frequency (RF) transceiver. The UWB is based on Decawave’s DWM1000 transceiver, which provides accurate distance measurements with a high power consumption. To reduce the power consumption, the data transmission between nodes is performed by the low-power RF transceiver. Using this architecture, the experimental validation shows a good performance in both power consumption and accuracy. The system’s overall power consumption is reduced as well as a 10-centimeter accuracy level is achieved.
{"title":"Design of an Energy-efficient Hybrid UWB-RF Indoor Distance Estimation System","authors":"Sabrine Khriji, Dhouha El Houssaini, O. Kanoun","doi":"10.5220/0011012700003118","DOIUrl":"https://doi.org/10.5220/0011012700003118","url":null,"abstract":"Wireless Sensor Network (WSN) plays a significant role in modern applications by offering different services, including state machines monitoring, predictive maintenance, and vehicle/store tracking. In such applications, it is crucial to apply localization methods to identify the current location of sensor nodes with high accuracy. Due to the energy constraint of sensor nodes, the energy consumption needs to be highly considered while performing the localization process. In this regard, this paper aims to design an energy-efficient and accurate localization system. Therefore, a novel hybrid solution is designed involving the Ultra Wide Band (UWB) technology and Radio Frequency (RF) transceiver. The UWB is based on Decawave’s DWM1000 transceiver, which provides accurate distance measurements with a high power consumption. To reduce the power consumption, the data transmission between nodes is performed by the low-power RF transceiver. Using this architecture, the experimental validation shows a good performance in both power consumption and accuracy. The system’s overall power consumption is reduced as well as a 10-centimeter accuracy level is achieved.","PeriodicalId":72028,"journal":{"name":"... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85847330","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 : 2022-01-01DOI: 10.5220/0010829000003118
Azeddine Attir
Wireless body area networks (WBANs) represent an important entity in E-health system, these networks offer enhanced efficiency, flexibility, and cost savings to patients, healthcare providers, and medical professionals in homeas well as hospital-based scenarios. The authentication of sensors is an essential security task. To the best of our knowledge, (Li et al, 2017) proposed the lightest authentication and key agreement scheme for WBAN. However, (M. Koya and Deepthi P. P, 2018) show that the Li et al. scheme is vulnerable to impersonation attack and they proposed to use the biokeys extracted from the inter pulse interval (IPI) to defend this attack. In this paper, we demonstrate that the M. Koya and Deepthi P. P scheme is vulnerable from sensor node spoofing attack hence, it does not provide anonymity. Subsequently we propose a security solution tackled with such vulnerability.
无线体域网络(wban)是电子医疗系统中的一个重要实体，这些网络为家庭和基于医院的情况下的患者、医疗保健提供者和医疗专业人员提供了更高的效率、灵活性和成本节约。传感器的认证是一项重要的安全任务。据我们所知，(Li et al .， 2017)提出了WBAN最轻量级的认证和密钥协议方案。然而，(M. Koya和Deepthi P. P.， 2018)表明Li等人的方案容易受到冒充攻击，他们建议使用从脉冲间隔(IPI)中提取的生物密钥来防御这种攻击。在本文中，我们证明了M. Koya和Deepthi p.p方案容易受到传感器节点欺骗攻击，因此它不提供匿名性。随后，我们提出了一种针对该漏洞的安全解决方案。
{"title":"Cryptanalysis of an Anonymous Mutual Authentication Protocol for Wireless Body Area Network","authors":"Azeddine Attir","doi":"10.5220/0010829000003118","DOIUrl":"https://doi.org/10.5220/0010829000003118","url":null,"abstract":"Wireless body area networks (WBANs) represent an important entity in E-health system, these networks offer enhanced efficiency, flexibility, and cost savings to patients, healthcare providers, and medical professionals in homeas well as hospital-based scenarios. The authentication of sensors is an essential security task. To the best of our knowledge, (Li et al, 2017) proposed the lightest authentication and key agreement scheme for WBAN. However, (M. Koya and Deepthi P. P, 2018) show that the Li et al. scheme is vulnerable to impersonation attack and they proposed to use the biokeys extracted from the inter pulse interval (IPI) to defend this attack. In this paper, we demonstrate that the M. Koya and Deepthi P. P scheme is vulnerable from sensor node spoofing attack hence, it does not provide anonymity. Subsequently we propose a security solution tackled with such vulnerability.","PeriodicalId":72028,"journal":{"name":"... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80129631","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 : 2022-01-01DOI: 10.5220/0011028000003118
Abdallah Adawy, Ghada Bouattour, Yingjie Yuan, M. Ibbini, O. Kanoun
Wireless power transfer is a promising technology, it is used to overcome the problems of conductive power transfer. However, numerous challenges still face this technology, especially in security issues. Detecting any foreign object in the proximity of the transmitter will save power and secure the system from any possible dangers. In this paper, A compact semi-active rectifier is proposed to detect foreign objects by applying the proposed control technique without extra components and also to control the charging process of the supercapacitor efficiently. Two different modes are proposed in this work to optimize power consumption. The low-power mode is used in the case of no receiver in the power transfer range or when a foreign object is detected, so the primary side controller adjusts the input voltage of the system to optimize the power consumption. Otherwise, it works in the power transfer mode at the resonance frequency.
{"title":"A Compact Receiving Side Circuit for Wireless Power Transfer with Foreign Object Detection Technique","authors":"Abdallah Adawy, Ghada Bouattour, Yingjie Yuan, M. Ibbini, O. Kanoun","doi":"10.5220/0011028000003118","DOIUrl":"https://doi.org/10.5220/0011028000003118","url":null,"abstract":"Wireless power transfer is a promising technology, it is used to overcome the problems of conductive power transfer. However, numerous challenges still face this technology, especially in security issues. Detecting any foreign object in the proximity of the transmitter will save power and secure the system from any possible dangers. In this paper, A compact semi-active rectifier is proposed to detect foreign objects by applying the proposed control technique without extra components and also to control the charging process of the supercapacitor efficiently. Two different modes are proposed in this work to optimize power consumption. The low-power mode is used in the case of no receiver in the power transfer range or when a foreign object is detected, so the primary side controller adjusts the input voltage of the system to optimize the power consumption. Otherwise, it works in the power transfer mode at the resonance frequency.","PeriodicalId":72028,"journal":{"name":"... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83187043","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 : 2022-01-01DOI: 10.5220/0010912800003118
D. Nunes, Klaus Volbert
Indoor localization has been, for the past decade, a subject under intense development. There is, however, no currently available solution that covers all possible scenarios. Received Signal Strength Indicator (RSSI) based methods, although the most widely researched, still suffer from problems due to environment noise. In this paper, we present a system using Bluetooth Low Energy (BLE) beacons attached to the desks to localize students in exam rooms and, at the same time, automatically register them for the given exam. By using Kalman Filters (KFs) and discretizing the location task, the presented solution is capable of achieving 100% accuracy within a distance of 45cm from the center of the desk. As the pandemic gets more controlled, with our lives slowly transitioning back to normal, there are still sanitary measures being applied. An example being the necessity to show a certification of vaccination or previous disease. Those certifications need to be manually checked for everyone entering the university's building, which requires time and staff. With that in mind, the automatic check for Covid certificates feature is also built into our system.
{"title":"A Wireless Low-power System for Digital Identification of Examinees (Including Covid-19 Checks)","authors":"D. Nunes, Klaus Volbert","doi":"10.5220/0010912800003118","DOIUrl":"https://doi.org/10.5220/0010912800003118","url":null,"abstract":"Indoor localization has been, for the past decade, a subject under intense development. There is, however, no currently available solution that covers all possible scenarios. Received Signal Strength Indicator (RSSI) based methods, although the most widely researched, still suffer from problems due to environment noise. In this paper, we present a system using Bluetooth Low Energy (BLE) beacons attached to the desks to localize students in exam rooms and, at the same time, automatically register them for the given exam. By using Kalman Filters (KFs) and discretizing the location task, the presented solution is capable of achieving 100% accuracy within a distance of 45cm from the center of the desk. As the pandemic gets more controlled, with our lives slowly transitioning back to normal, there are still sanitary measures being applied. An example being the necessity to show a certification of vaccination or previous disease. Those certifications need to be manually checked for everyone entering the university's building, which requires time and staff. With that in mind, the automatic check for Covid certificates feature is also built into our system.","PeriodicalId":72028,"journal":{"name":"... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81850467","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 : 2022-01-01DOI: 10.5220/0010788300003118
Martin Štufi, B. Bačić
{"title":"Designing a Real-Time IoT Data Streaming Testbed for Horizontally Scalable Analytical Platforms: Czech Post Case Study","authors":"Martin Štufi, B. Bačić","doi":"10.5220/0010788300003118","DOIUrl":"https://doi.org/10.5220/0010788300003118","url":null,"abstract":"","PeriodicalId":72028,"journal":{"name":"... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"79943588","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 : 2022-01-01DOI: 10.5220/0011013100003118
Dhouha El Houssaini, Zaid Abdullah, Sabrine Kheriji, K. Besbes, O. Kanoun
Localization is an essential feature in numerous Wireless Sensor Network (WSN) applications, including tracking, health monitoring, and military supervision. Analytical modeling and analysis of the localization system remain challenging and infeasible since it offers oversimplified results with limited reliability to the evaluated cases. Likewise, disseminating test-beds involves a lot of effort, making the simulation phase indispensable to study the WSN localization. The defined localization model needs to ensure solid and pragmatic network assumptions during the simulation. However, most network simulators don’t meet specific criteria related to network definition, such as scalability and heterogeneity. As part of this endeavor, a guideline for evaluating and analyzing technical methods of range-based localization is developed. Multiple linear regression is used to generate the different localization instances, which enables to support different and non-dependent parameters. The developed guideline for range-based localization is tested and validated for existing localization
{"title":"Design of a Guideline for Range-based Localization Algorithms Evaluation using Multiple Linear Regressions","authors":"Dhouha El Houssaini, Zaid Abdullah, Sabrine Kheriji, K. Besbes, O. Kanoun","doi":"10.5220/0011013100003118","DOIUrl":"https://doi.org/10.5220/0011013100003118","url":null,"abstract":"Localization is an essential feature in numerous Wireless Sensor Network (WSN) applications, including tracking, health monitoring, and military supervision. Analytical modeling and analysis of the localization system remain challenging and infeasible since it offers oversimplified results with limited reliability to the evaluated cases. Likewise, disseminating test-beds involves a lot of effort, making the simulation phase indispensable to study the WSN localization. The defined localization model needs to ensure solid and pragmatic network assumptions during the simulation. However, most network simulators don’t meet specific criteria related to network definition, such as scalability and heterogeneity. As part of this endeavor, a guideline for evaluating and analyzing technical methods of range-based localization is developed. Multiple linear regression is used to generate the different localization instances, which enables to support different and non-dependent parameters. The developed guideline for range-based localization is tested and validated for existing localization","PeriodicalId":72028,"journal":{"name":"... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74948737","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 : 2022-01-01DOI: 10.5220/0010800300003118
C. Lange, A. Ahrens
Telecommunication networks have been identified to exhibit a substantial electrical power and energy demand. Therefore it is important to utilize power and energy efficie nt systems as building blocks for such networks. In wired access networks copper cables are used for highspeed d ata transmission. Important technical indicators for power and energy efficiency of transmission systems are t r nsmit power and energy per bit. In this work it is investigated how transmit power and energy per bit in li nearly equalized multilevel baseband cable transmission systems can be minimized by exploiting degrees of fr eedom in the transmission link design for given throughput and transmission quality. First, the constella tion size is a degree of freedom: Its optimization leads to minimum values of transmit power and energy per bit depend ing on the interplay between throughput and band limitation of the cable. Second, the partitioning of th e equalization to transmitter and receiver is a degree of freedom: Here, a uniform distribution of the linear equal izing function is found to be optimum in terms of minimum transmit power or energy per bit at a given transmiss ion performance and quality. The results show that the optimization of constellation size and equalizati on partitioning leads to significant transmit power and energy-per-bit savings compared to conventional baseband c ble transmission systems.
{"title":"Improving Power and Energy Efficiency of Linearly Equalized Baseband Cable Transmission Links","authors":"C. Lange, A. Ahrens","doi":"10.5220/0010800300003118","DOIUrl":"https://doi.org/10.5220/0010800300003118","url":null,"abstract":"Telecommunication networks have been identified to exhibit a substantial electrical power and energy demand. Therefore it is important to utilize power and energy efficie nt systems as building blocks for such networks. In wired access networks copper cables are used for highspeed d ata transmission. Important technical indicators for power and energy efficiency of transmission systems are t r nsmit power and energy per bit. In this work it is investigated how transmit power and energy per bit in li nearly equalized multilevel baseband cable transmission systems can be minimized by exploiting degrees of fr eedom in the transmission link design for given throughput and transmission quality. First, the constella tion size is a degree of freedom: Its optimization leads to minimum values of transmit power and energy per bit depend ing on the interplay between throughput and band limitation of the cable. Second, the partitioning of th e equalization to transmitter and receiver is a degree of freedom: Here, a uniform distribution of the linear equal izing function is found to be optimum in terms of minimum transmit power or energy per bit at a given transmiss ion performance and quality. The results show that the optimization of constellation size and equalizati on partitioning leads to significant transmit power and energy-per-bit savings compared to conventional baseband c ble transmission systems.","PeriodicalId":72028,"journal":{"name":"... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81019337","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 : 2022-01-01DOI: 10.5220/0010916700003118
Adrián Hinostroza, Jimmy Tarrillo
Cultural heritage assets represent the history and unique identity for every nation in the world, so their protection and conservation are mandatory tasks. However, although such assets are usually exhibited in special museum rooms, sometimes the environmental conditions may be modified, putting the materials at risk. These facts can be more severe in warehouses, where environmental conditions can vary even more. Most of the measurement sites are located in spaces that make it difficult or do not allow the handling of commercial devices for measuring multiple environmental parameters, either due to their size, energy consumption or because they cannot be connected to the internet, so there is no timely availability of information on the environmental condition in which they are found. This work presents the design and implementation of a wireless sensors network based on Bluetooth Low Energy and ZigBee, able to measure temperature, moisture, light intensity and irradiance, and particulate matter 2.5 and 10, in the different spaces where objects of cultural heritage are found. These measurements are sent to a web platform through the use of Wi-Fi or GPRS technology.
{"title":"Wireless Sensor Network for Environmental Monitoring of Cultural Heritage","authors":"Adrián Hinostroza, Jimmy Tarrillo","doi":"10.5220/0010916700003118","DOIUrl":"https://doi.org/10.5220/0010916700003118","url":null,"abstract":"Cultural heritage assets represent the history and unique identity for every nation in the world, so their protection and conservation are mandatory tasks. However, although such assets are usually exhibited in special museum rooms, sometimes the environmental conditions may be modified, putting the materials at risk. These facts can be more severe in warehouses, where environmental conditions can vary even more. Most of the measurement sites are located in spaces that make it difficult or do not allow the handling of commercial devices for measuring multiple environmental parameters, either due to their size, energy consumption or because they cannot be connected to the internet, so there is no timely availability of information on the environmental condition in which they are found. This work presents the design and implementation of a wireless sensors network based on Bluetooth Low Energy and ZigBee, able to measure temperature, moisture, light intensity and irradiance, and particulate matter 2.5 and 10, in the different spaces where objects of cultural heritage are found. These measurements are sent to a web platform through the use of Wi-Fi or GPRS technology.","PeriodicalId":72028,"journal":{"name":"... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81634586","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 : 2022-01-01DOI: 10.5220/0011011700003118
Adam Górski, M. Ogorzałek
In this paper we propose a novel genetic programming based iterative improvement approach for hardware/software cosynthesis of distributed embedded systems. Unlike other genetic programming solutions for distributed embedded systems in this work the system is specified using conditional task graph. In such a graph every node represents a single task. The edge represents amount of data needed to be transferred between connected tasks, however some of the edges can be conditional. The data is transferred using those edges only if condition is satisfied. Proposed methodology is based on genetic programming. Therefore the genotype is a system construction tree. In each nodes of the tree are system building options. The next generations are obtained using standard genetic operators: mutation, crossover, cloning and selection.
{"title":"Genetic Programming based Algorithm for HW/SW Cosynthesis of Distributed Embedded Systems Specified using Conditional Task Graph","authors":"Adam Górski, M. Ogorzałek","doi":"10.5220/0011011700003118","DOIUrl":"https://doi.org/10.5220/0011011700003118","url":null,"abstract":"In this paper we propose a novel genetic programming based iterative improvement approach for hardware/software cosynthesis of distributed embedded systems. Unlike other genetic programming solutions for distributed embedded systems in this work the system is specified using conditional task graph. In such a graph every node represents a single task. The edge represents amount of data needed to be transferred between connected tasks, however some of the edges can be conditional. The data is transferred using those edges only if condition is satisfied. Proposed methodology is based on genetic programming. Therefore the genotype is a system construction tree. In each nodes of the tree are system building options. The next generations are obtained using standard genetic operators: mutation, crossover, cloning and selection.","PeriodicalId":72028,"journal":{"name":"... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75639270","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 : 2022-01-01DOI: 10.5220/0010777100003118
Egor Streck, R. Herschel, Patrick Wallrath, M. Sunderam, G. Elger
This paper presents the joint work from the “HORIS” project, with a focus on pedestrian detection at busstops by radar sensors mounted in the infrastructure to support future autonomous driving and protecting pedestrians in critical situations. Two sensor systems are investigated and evaluated. The first based on single radar sensor phase-sensitive raw data analysis and the second based on sensor data fusion of cluster data with two radar sensors using neural networks to predict the position of pedestrians.
{"title":"Comparison of Two Different Radar Concepts for Pedestrian Protection on Bus Stops","authors":"Egor Streck, R. Herschel, Patrick Wallrath, M. Sunderam, G. Elger","doi":"10.5220/0010777100003118","DOIUrl":"https://doi.org/10.5220/0010777100003118","url":null,"abstract":"This paper presents the joint work from the “HORIS” project, with a focus on pedestrian detection at busstops by radar sensors mounted in the infrastructure to support future autonomous driving and protecting pedestrians in critical situations. Two sensor systems are investigated and evaluated. The first based on single radar sensor phase-sensitive raw data analysis and the second based on sensor data fusion of cluster data with two radar sensors using neural networks to predict the position of pedestrians.","PeriodicalId":72028,"journal":{"name":"... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks","volume":null,"pages":null},"PeriodicalIF":0.0,"publicationDate":"2022-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88251913","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}
... International Conference on Wearable and Implantable Body Sensor Networks. International Conference on Wearable and Implantable Body Sensor Networks
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