Visual slam: What are the current trends and what to expect?

A Tourani, H Bavle, JL Sanchez-Lopez, H Voos - Sensors, 2022 - mdpi.com
In recent years, Simultaneous Localization and Mapping (SLAM) systems have shown
significant performance, accuracy, and efficiency gain. In this regard, Visual Simultaneous …

Visual SLAM integration with semantic segmentation and deep learning: A review

H Pu, J Luo, G Wang, T Huang, H Liu - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Simultaneous localization and mapping (SLAM) technology is essential for robots to
navigate unfamiliar environments. It utilizes the sensors the robot carries to answer the …

Edge artificial intelligence for 6G: Vision, enabling technologies, and applications

KB Letaief, Y Shi, J Lu, J Lu - IEEE Journal on Selected Areas …, 2021 - ieeexplore.ieee.org
The thriving of artificial intelligence (AI) applications is driving the further evolution of
wireless networks. It has been envisioned that 6G will be transformative and will …

Digital twin enhanced federated reinforcement learning with lightweight knowledge distillation in mobile networks

X Zhou, X Zheng, X Cui, J Shi, W Liang… - IEEE Journal on …, 2023 - ieeexplore.ieee.org
The high-speed mobile networks offer great potentials to many future intelligent applications,
such as autonomous vehicles in smart transportation systems. Such networks provide the …

Edge-SLAM: Edge-assisted visual simultaneous localization and mapping

AJ Ben Ali, M Kouroshli, S Semenova… - ACM Transactions on …, 2022 - dl.acm.org
Localization in urban environments is becoming increasingly important and used in tools
such as ARCore, ARKit and others. One popular mechanism to achieve accurate indoor …

Ddl: Empowering delivery drones with large-scale urban sensing capability

X Chen, H Wang, Y Cheng, H Fu, Y Liu… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Delivery drones provide a promising sensing platform for smart cities thanks to their city-
wide infrastructure and large-scale deployment. However, due to limited battery lifetime and …

Edgeduet: Tiling small object detection for edge assisted autonomous mobile vision

Z Yang, X Wang, J Wu, Y Zhao, Q Ma… - IEEE/ACM …, 2022 - ieeexplore.ieee.org
Accurate, real-time object detection on resource-constrained devices enables autonomous
mobile vision applications such as traffic surveillance, situational awareness, and safety …

Edge robotics: Edge-computing-accelerated multirobot simultaneous localization and mapping

P Huang, L Zeng, X Chen, K Luo… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
With the wide penetration of smart robots in multifarious fields, the simultaneous localization
and mapping (SLAM) technique in robotics has attracted growing attention in the community …

A survey on approximate edge AI for energy efficient autonomous driving services

D Katare, D Perino, J Nurmi, M Warnier… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Autonomous driving services depends on active sensing from modules such as camera,
LiDAR, radar, and communication units. Traditionally, these modules process the sensed …

{SwarmMap}: Scaling up real-time collaborative visual {SLAM} at the edge

J Xu, H Cao, Z Yang, L Shangguan, J Zhang… - … USENIX Symposium on …, 2022 - usenix.org
The Edge-based Multi-agent visual SLAM plays a key role in emerging mobile applications
such as search-and-rescue, inventory automation, and drone grouping. This algorithm relies …