Collision Free Wi-Fi routing
DeepCI introduces a novel deep learning driven collision free Wi-Fi routing algorithm to enable larger number of nodes in smart cities.
Social and digital infrastructure of a IoT-based smart city could be
boosted by deploying high-density public WiFi. Indeed, WiFi is a key to smart cities. Existing
Wi-Fi devices operate following the 802.11 standards with the aim to fairly use the channel that
the devices share. However, the throughput performance of the existing Wi-Fi networks suffers
from high packet loss and supports very limited number of nodes with low datarate.
DeepCI has developed a novel centralized collision free Wi-Fi routing algorithm. Evaluation results demonstrated the potential of the developed routing algorithm in achieving 200% more aggregate throughput (supporting more WiFi connections) as compared to existing state-of-the-art deterministic backoff mechanisms.
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