Search Results for author: Hao Deng

Found 10 papers, 1 papers with code

Flexible Multi-Generator Model with Fused Spatiotemporal Graph for Trajectory Prediction

no code implementations6 Nov 2023 Peiyuan Zhu, Fengxia Han, Hao Deng

Trajectory prediction plays a vital role in automotive radar systems, facilitating precise tracking and decision-making in autonomous driving.

Autonomous Driving Decision Making +1

A Multimodal Learning Framework for Comprehensive 3D Mineral Prospectivity Modeling with Jointly Learned Structure-Fluid Relationships

no code implementations6 Sep 2023 Yang Zheng, Hao Deng, Ruisheng Wang, Jingjie Wu

This study presents a novel multimodal fusion model for three-dimensional mineral prospectivity mapping (3D MPM), effectively integrating structural and fluid information through a deep network architecture.

Data Integration Decision Making

A Transformer-based Deep Learning Algorithm to Auto-record Undocumented Clinical One-Lung Ventilation Events

no code implementations16 Feb 2023 Zhihua Li, Alexander Nagrebetsky, Sylvia Ranjeva, Nan Bi, Dianbo Liu, Marcos F. Vidal Melo, Timothy Houle, Lijun Yin, Hao Deng

We hypothesized that available intraoperative mechanical ventilation and physiological time-series data combined with other clinical events could be used to accurately predict missing start and end times of OLV.

Time Series Time Series Analysis

End-to-End Transmission Analysis of Simultaneous Wireless Information and Power Transfer using Resonant Beam

no code implementations10 Jun 2021 Wen Fang, Hao Deng, Qingwen Liu, Mingqing Liu, Mengyuan Xu, Liuqing Yang, Georgios B. Giannakis

Integrating the wireless power transfer (WPT) technology into the wireless communication system has been important for operational cost saving and power-hungry problem solving of electronic devices.

Retro-Reflective Beam Communications with Spatially Separated Laser Resonator

no code implementations30 Jan 2021 Mingliang Xiong, Mingqing Liu, Qingwei Jiang, Jie zhou, Qingwen Liu, Hao Deng

Optical wireless communications (OWC) utilizing infrared or visible light as the carrier attracts great attention in 6G research.

Federated machine learning with Anonymous Random Hybridization (FeARH) on medical records

no code implementations25 Dec 2019 Jianfei Cui, He Zhu, Hao Deng, Ziwei Chen, Dianbo Liu

Sometimes electrical medical records are restricted and difficult to centralize for machine learning, which could only be trained in distributed manner that involved many institutions in the process.

BIG-bench Machine Learning

Mobile Power Network for Ultimate Mobility without Battery Life Anxiety

no code implementations3 Feb 2018 Mingqing Liu, Qingwen Liu, Mingliang Xiong, Hao Deng, Xinhe Wang

We propose here the next generation of power delivery network -- mobile power network (MPN) for wireless power transfer within a mobile range from several meters to tens of meters.

PCM and APCM Revisited: An Uncertainty Perspective

no code implementations27 Oct 2016 Peixin Hou, Hao Deng, Jiguang Yue, Shuguang Liu

Experiments show that parameters $\sigma_v$ and $\alpha$ make the clustering process more easy to control, and main features of PCM and APCM are unified in this new clustering framework (UPCM).

Clustering

Cannot find the paper you are looking for? You can Submit a new open access paper.