A survey on collaborative DNN inference for edge intelligence

WQ Ren, YB Qu, C Dong, YQ Jing, H Sun… - Machine Intelligence …, 2023 - Springer
With the vigorous development of artificial intelligence (AI), intelligence applications based
on deep neural networks (DNNs) have changed people's lifestyles and production …

Forest fire and smoke detection using deep learning-based learning without forgetting

VE Sathishkumar, J Cho, M Subramanian, OS Naren - Fire ecology, 2023 - Springer
Background Forests are an essential natural resource to humankind, providing a myriad of
direct and indirect benefits. Natural disasters like forest fires have a major impact on global …

IMANoBAS: An improved multi-mode alert notification IoT-based anti-burglar defense system

EU Omede, AE Edje, MI Akazue… - Journal of …, 2024 - publikasi2.dinus.ac.id
Burglary involves forced or unauthorized entry, which leads to damage or loss of property
having monetary or emotional value and, more severely, puts lives at risk. The dire need for …

Deep Q network–driven task offloading for efficient multimedia data analysis in edge computing–assisted IoV

C Yang, X Xu, X Zhou, L Qi - ACM Transactions on Multimedia …, 2022 - dl.acm.org
With the prosperity of Industry 4.0, numerous emerging industries continue to gain popularity
and their market scales are expanding ceaselessly. The Internet of Vehicles (IoV), one of the …

Multi-scale forest fire recognition model based on improved YOLOv5s

G Chen, H Zhou, Z Li, Y Gao, D Bai, R Xu, H Lin - Forests, 2023 - mdpi.com
The frequent occurrence of forest fires causes irreparable damage to the environment and
the economy. Therefore, the accurate detection of forest fires is particularly important. Due to …

An IoT based forest fire detection system using integration of cat swarm with LSTM model

R Mahaveerakannan, C Anitha, AK Thomas… - Computer …, 2023 - Elsevier
The destruction of millions of acres of forest each year by forest fires is a global
environmental crisis that has real-world consequences for people's livelihoods and the …

A smart e-health framework for monitoring the health of the elderly and disabled

A Yazici, D Zhumabekova, A Nurakhmetova… - Internet of Things, 2023 - Elsevier
The healthcare sector is experiencing a significant transformation due to the widespread
adoption of IoT-based systems, especially in the care of elderly and disabled individuals …

Analysis of factors related to forest fires in different forest ecosystems in China

Z Wu, M Li, B Wang, Y Tian, Y Quan, J Liu - Forests, 2022 - mdpi.com
Forests are the largest terrestrial ecosystem with major benefits in three areas: economy,
ecology, and society. However, the frequent occurrence of forest fires has seriously affected …

Smart Energy-Efficient Encryption for Wireless Multimedia Sensor Networks Using Deep Learning

OA Khashan, NM Khafajah, W Alomoush… - IEEE Open Journal …, 2024 - ieeexplore.ieee.org
Wireless multimedia sensor networks (WMSNs) have gained considerable attention across
various applications due to their capabilities for real-time multimedia data collection, efficient …

Fog-assisted hierarchical data routing strategy for IoT-enabled WSN: Forest fire detection

N Moussa, S Khemiri-Kallel… - Peer-to-Peer Networking …, 2022 - Springer
Clustering and routing are among the key techniques to enhance energy-efficiency and,
consequently, network lifetime in Wireless Sensor Networks (WSNs). In addition to the …