DeepNav: A scalable and plug-and-play indoor navigation system based on visual CNN

J Gong, J Ren, Y Zhang - Peer-to-Peer Networking and Applications, 2021 - Springer
With the proliferation of smartphones, recent years have witnessed the rapid development of
smartphone-based indoor navigation systems. However, existing solutions either bear high …

RNN and CNN for way-finding and obstacle avoidance for visually impaired

F Ahmed, MS Mahmud, M Yeasin - 2019 2nd International …, 2019 - ieeexplore.ieee.org
Way-finding is crucial for visually impaired as well as sighted persons. Already navigated
way is useful for the visually impaired if reused. In this research, we present an assistive …

Help You Locate the Car: A Smartphone-Based Car-Finding System in Underground Parking Lot

X Ren, S Zhu, F Liu, H Li, H Li, X **ao… - IEEE Sensors …, 2024 - ieeexplore.ieee.org
While location awareness is common outdoors due to global navigation satellite system
(GNSS) systems and devices, pedestrians are back into darkness indoors such as in …

Scaling Up Task Execution on Resource-Constrained Systems

Y Luo - 2023 - search.proquest.com
The ubiquity of executing machine learning tasks on embedded systems with constrained
resources has made efficient execution of neural networks on these systems under the CPU …

Ambient awareness on a sidewalk for visually impaired

F Ahmed - 2019 - digitalcommons.memphis.edu
Safe navigation by avoiding obstacles is vital for visually impaired while walking on a
sidewalk. There are both static and dynamic obstacles to avoid. Detection, monitoring, and …