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Partners contribution

LEAD
● Definition and experimental development of algorithms and distributed machine learning techniques for the identification of events starting from multi-modal sensor information
● Logical organization and data processing techniques
● organization and collection of training and validation datasets (together with STM)

Support the partner activities:
● Model of use cases organized for performers
● Embedded software development for smart sensors and gateways
● Filtering techniques for data from physical sensors
● Software development for centralized component in the cloud

Activity manager:
● provision of the STM32 ODE hardware / software development environment, SensorTile, sensors and wireless connectivity (Bluetooth and LoRa)
● provision of off-the-shelf LoRa gateways;
● development and provision of Android software and firmware for the collection of training dataset through SensorTile, STM32 ODE;
● compensation techniques for inertial physical sensors in the form of firmware on STM32
● development of embedded neural networks for STM32
● toolchain for training and testing in accelerated desktop environment with GPU with comparative exploration and characterization of different neural networks for benchmarking

Support the partner activities:
● use case model
● development of communication protocols for home automation network (smart sensors and gateways)
● definition and experimental development of machine learning techniques for the identification of events starting from multi-modal sensor information

Activity manager:
● development of the multi-function bracelet
● development of communication protocols for home automation network (smart sensors and gateways)

Support the partner activities:
● embedded software development for smart sensors
● data filtering techniques from physical sensors
● embedded software development for gateways

Activity manager:
● development of devices for specific measurement (heart rate, oxygen saturation in the blood, respiration rate, body temperature, blood pressure and ECG)
● embedded software development for gateways

Support the partner activities:
● development of communication protocols for home automation network (smart sensors and gateways)
● embedded software development for smart sensors
● data filtering techniques from physical sensors

Activity manager:
● Relationship with experts in remote home care
● Model of use cases organized for performers
● Security model of data communication and access to functions
● Business model of the final product

Support the partner activities:
● Development of communication protocols for home automation network
● Data filtering techniques from physical sensors

Activity manager:
● Software development for centralized component in the cloud
● Development of multi-client, web and mobile interfaces
● System integration and configuration of the big data repository

Support the partner activities:
● Model of use cases organized for performers
● Development of communication protocols between gateway and cloud
● Development of communication protocols for home automation network
● Definition and experimental development of algorithms and machine learning techniques

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Our values