Programmable intelligent spaces for Industry 4.0: Indoor visual localization driving attocell networks

AP do Carmo, RF Vassallo… - Transactions on …, 2019 - Wiley Online Library
AP do Carmo, RF Vassallo, FM de Queiroz, R Picoreti, MR Fernandes, RL Gomes
Transactions on Emerging Telecommunications Technologies, 2019Wiley Online Library
Real‐time and mission‐critical applications for Industry 4.0 demand fast and reliable
communication. Therefore, knowing devices' location is essential, but GPS is of little use
indoors, whereas electromagnetic impairments and interferences demand new approaches
to ensure reliability. The challenges include real‐time feedback with end‐to‐end (E2E) low
latency; high data density due to large number of IoT devices per area; and smaller
communication cells, which increases the handover frequency and complexity. To tackle …
Abstract
Real‐time and mission‐critical applications for Industry 4.0 demand fast and reliable communication. Therefore, knowing devices' location is essential, but GPS is of little use indoors, whereas electromagnetic impairments and interferences demand new approaches to ensure reliability. The challenges include real‐time feedback with end‐to‐end (E2E) low latency; high data density due to large number of IoT devices per area; and smaller communication cells, which increases the handover frequency and complexity. To tackle these issues, we introduce a programmable intelligent space (PIS) to deploy attocells, enable E2E programmability, and provide a precise computer vision localization system and networking programmability based on software‐defined networking. To validate our approach, experiments were conducted, controlling a mobile robot through a trajectory. We demonstrate the need for higher camera frame rate to achieve tighter precision, evaluating different trade‐offs on localization, bandwidth, and latency. Results have shown that PIS wireless attocell handover achieves seamlessly mobile communication, delivering packets within the deadline window, with similar performance to a no handover baseline.
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