Analysis of the Two-Step Heterogeneous Transfer Learning for Laryngeal Blood Vessel Classification: Issue and Improvement

no code implementations • 29 Feb 2024 • Xinyi Fang, Xu Yang, Chak Fong Chong, Kei Long Wong, Yapeng Wang, Tiankui Zhang, Sio-Kei Im

Accurate classification of laryngeal vascular as benign or malignant is crucial for early detection of laryngeal cancer.

Lesion Classification Transfer Learning

Dynamic UAV Swarm Collaboration for Multi-Targets Tracking under Malicious Jamming: Joint Power, Path and Target Association Optimization

no code implementations • 28 Jun 2023 • Lanhua Xiang, Fengyu Wang, Wenjun Xu, Tiankui Zhang, Miao Pan, Zhu Han

First, a cluster-evolutionary target association (CETA) algorithm is proposed, which involves dividing the UAV swarm into the multiple sub-swarms and individually matching these sub-swarms to targets.

Caching Placement and Resource Allocation for Cache-Enabling UAV NOMA Networks

no code implementations • 12 Aug 2020 • Tiankui Zhang, Ziduan Wang, Yuanwei Liu, Wenjun Xu, Arumugam Nallanathan

In cache-enabling UAV NOMA networks, the caching placement of content caching phase and radio resource allocation of content delivery phase are crucial for network performance.

Q-Learning Scheduling

Cache-enabling UAV Communications: Network Deployment and Resource Allocation

no code implementations • 22 Jul 2020 • Tiankui Zhang, Yi Wang, Yuanwei Liu, Wenjun Xu, Arumugam Nallanathan

We formulate a joint optimization problem of UAV deployment, caching placement and user association for maximizing QoE of users, which is evaluated by mean opinion score (MOS).