Federated learning based on CTC for heterogeneous internet of things

D Gao, H Wang, X Guo, L Wang, G Gui… - IEEE Internet of …, 2023 - ieeexplore.ieee.org
Federated learning (FL) is a machine learning technique that allows for on-site data
collection and processing without sacrificing data privacy and transmission. Heterogeneity is …

DeepSpoof: Deep reinforcement learning-based spoofing attack in cross-technology multimedia communication

D Gao, L Ou, Y Liu, Q Yang… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Cross-technology communication is essential for the Internet of Multimedia Things (IoMT)
applications, enabling seamless integration of diverse media formats, optimized data …

WiLo: Long-range cross-technology communication from Wi-Fi to LoRa

D Gao, H Wang, S Wang, W Wang, Z Yin… - IEEE Transactions …, 2024 - ieeexplore.ieee.org
Wi-Fi is a very common means for providing wireless access to the Internet, eg, using the 2.4
GHz Industrial, Scientific, and Medical (ISM) band and more recently also the 6 GHz band …

Physical-layer CTC from BLE to Wi-Fi with IEEE 802.11 ax

D Gao, L Ou, Y Chen, X Guo, R Liu… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Wi-Fi is the de facto standard for providing wireless access to the Internet in the 2.4 GHz ISM
band. Tens of billions of Wi-Fi devices (eg, smartphones) have been shipped worldwide with …

[HTML][HTML] Wildfire detection using sound spectrum analysis based on the internet of things

S Zhang, D Gao, H Lin, Q Sun - Sensors, 2019 - mdpi.com
Wildfire is a sudden and hazardous natural disaster. Currently, many schemes based on
optical spectrum analysis have been proposed to detect wildfire, but obstacles in forest …

Spectrum efficient communication for heterogeneous IoT networks

D Gao, L Wang, B Hu - IEEE Transactions on Network Science …, 2022 - ieeexplore.ieee.org
Spectrum sharing for coexistence between heterogenous IoT (Internet of Things) networks
degrades data communication effectiveness severely. Cross-Technology Communication …

HDS: Heterogeneity-aware dual-interface scheduling for energy-efficient delay-constrained data collection in IoT

H Chen, H Qin, G Yang, Y Peng - Ad Hoc Networks, 2024 - Elsevier
With the advancements in low-power and miniature electronics, various smart devices are
deployed and interconnected as the Internet of Things (IoT), collecting a massive amount of …

Enabling cross-technology communication from wifi to lora with ieee 802.11 ax

X Zheng, D **a, F Yu, L Liu, H Ma - IEEE/ACM Transactions on …, 2023 - ieeexplore.ieee.org
Recent work proposes Cross-Technology Communication (CTC) from IEEE 802.11 b to
LoRa but has a low efficiency due to the extremely asymmetric data rates. In this paper, we …

BMS: Bandwidth-aware Multi-interface Scheduling for energy-efficient and delay-constrained gateway-to-device communications in IoT

H Chen, H Qin, W Chen, N Li, T Wang, J He, G Yang… - Computer Networks, 2023 - Elsevier
With the rapid growth of Internet of Things (IoT), gateways are being widely deployed and
constantly deliver data traffic to their surrounding IoT devices, referred to as gateway-to …

CPS: Cross-interface network Partitioning and Scheduling towards QoS-aware data flow delivery in multimedia IoT

H Qin, W Chen, N Li, T Wang, H Chen, G Yang… - Journal of Network and …, 2023 - Elsevier
Abstract In the Internet of Things (IoT), multimedia traffic for audio, image, and video
accounts for the largest proportion (over 78.7%) of the total traffic, bringing forward the vision …