Comparison of Different Deployment Approaches of FPGA-Based Hardware Accelerator for 3D Object Detection Models

Pereira, Pedro; Silva, António Linhares; Machado, Rui; Silva, João; Durães, Dalila; Machado, José; Nováis, Paulo; Monteiro, João L.; Melo‐Pinto, Pedro; Fernandes, Duarte

doi:10.1007/978-3-031-16474-3_24

Cited by 2 publications

(1 citation statement)

References 16 publications

Supporting

Mentioning

Contrasting

Order By: Relevance

“…The development of crowdsensing involves integrating sensory data collection through users' mobile devices, allowing citizens to contribute to the collective through their devices. It provides personalised, intelligent information to each citizen, empowering them to make informed decisions and leverage community resources [28].…”

Section: Mobile Appsmentioning

confidence: 99%

Revolutionising the Quality of Life: The Role of Real-Time Sensing in Smart Cities

Miranda,

Alves,

Sousa

et al. 2024

Electronics

Self Cite

View full text Add to dashboard Cite

To further evolve urban quality of life, this paper explores the potential of crowdsensing and crowdsourcing in the context of smart cities. To aid urban planners and residents in understanding the nuances of day-to-day urban dynamics, we actively pursue the improvement of data visualisation tools that can adapt to changing conditions. An architecture was created and implemented that ensures secure and easy connectivity between various sources, such as a network of Internet of Things (IoT) devices, to merge with crowdsensing data and use them efficiently. In addition, we expanded the scope of our study to include the development of mobile and online applications, emphasizing the integration of autonomous and geo-surveillance. The main findings highlight the importance of sensor data in urban knowledge. Their incorporation via Tepresentational State Transfer (REST) Application Programming Interface (APIs) improves data access and informed decision-making, and dynamic data visualisation provides better insights. The geofencing of the application encourages community participation in urban planning and resource allocation, supporting sustainable urban innovation.

show abstract

Section: Mobile Appsmentioning

confidence: 99%