Lahiru Jayasinghe

According to our database, Lahiru Jayasinghe authored at least 12 papers between 2017 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

A Hybrid Deep Learning Model-Based Remaining Useful Life Estimation for Reed Relay With Degradation Pattern Clustering.

Chinthaka Gamanayake, Yan Qin, Chau Yuen, Lahiru Jayasinghe, Dominique-Ea Tan, Jenny Chen Ni Low

IEEE Trans. Ind. Informatics, June, 2023

2021

Time-Series Regeneration With Convolutional Recurrent Generative Adversarial Network for Remaining Useful Life Estimation.

Xuewen Zhang, Yan Qin, Chau Yuen, Lahiru Jayasinghe, Xiang Liu

IEEE Trans. Ind. Informatics, 2021

Micro-Doppler Signature-Based Detection, Classification, and Localization of Small UAV With Long Short-Term Memory Neural Network.

Yingxiang Sun, Samith Abeywickrama, Lahiru Jayasinghe, Chau Yuen, Jiajia Chen, Meng Zhang

IEEE Trans. Geosci. Remote. Sens., 2021

2020

Cluster Pruning: An Efficient Filter Pruning Method for Edge AI Vision Applications.

Chinthaka Gamanayake, Lahiru Jayasinghe, Benny Kai Kiat Ng, Chau Yuen

IEEE J. Sel. Top. Signal Process., 2020

2019

Deep neural network-aided Gaussian message passing detection for ultra-reliable low-latency communications.

Jie Guo, Bin Song, Yuhao Chi, Lahiru Jayasinghe, Chau Yuen, Yong Liang Guan, Xiaojiang Du, Mohsen Guizani

Future Gener. Comput. Syst., 2019

Feature Learning and Analysis for Cleanliness Classification in Restrooms.

Lahiru Jayasinghe, Nipun Wijerathne, Chau Yuen, Meng Zhang

IEEE Access, 2019

Temporal Convolutional Memory Networks for Remaining Useful Life Estimation of Industrial Machinery.

Lahiru Jayasinghe, Tharaka Samarasinghe, Chau Yuen, Jenny Chen Ni Low, Shuzhi Sam Ge

Proceedings of the IEEE International Conference on Industrial Technology, 2019

2018

DCASE 2018 Challenge: Solution for Task 5.

Jeremy Chew, Yingxiang Sun, Lahiru Jayasinghe, Chau Yuen

CoRR, 2018

Temporal Convolutional Memory Networks for Remaining Useful Life Estimation of Industrial Machinery.

Lahiru Jayasinghe, Tharaka Samarasinghe, Chau Yuen, Shuzhi Sam Ge

CoRR, 2018

Drone Classification and Localization Using Micro-Doppler Signature with Low-Frequency Signal.

Yingxiang Sun, Hua Fu, Samith Abeywickrama, Lahiru Jayasinghe, Chau Yuen, Jiajia Chen

Proceedings of the IEEE International Conference on Communication Systems, 2018

RF-based Direction Finding of UAVs Using DNN.

Samith Abeywickrama, Lahiru Jayasinghe, Hua Fu, Subashini Nissanka, Chau Yuen

Proceedings of the IEEE International Conference on Communication Systems, 2018

2017

RF-based Direction Finding of Small Unmanned Aerial Vehicles Using Deep Neural Networks.

Samith Abeywickrama, Lahiru Jayasinghe, Hua Fu, Chau Yuen

CoRR, 2017