Anand Dubey

Orcid: 0000-0001-6762-8298

According to our database1, Anand Dubey authored at least 15 papers between 2020 and 2022.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2022
Bayesian Architecture and Learning Algorithms for Recognition of Vulnerable Road Users using Automotive Radar.
PhD thesis, 2022

XAI-Increment: A Novel Approach Leveraging LIME Explanations for Improved Incremental Learning.
CoRR, 2022

Full Physical Layer Simulation Tool to Design Future 77 GHz JCRS-Applications.
IEEE Access, 2022

A Machine Learning Perspective on Automotive Radar Direction of Arrival Estimation.
IEEE Access, 2022

High-Resolution Direction-of-Arrival Estimation using Distributed Radar Sensors.
Proceedings of the 2022 IEEE Radio and Wireless Symposium, 2022

XAI-BayesHAR: A novel Framework for Human Activity Recognition with Integrated Uncertainty and Shapely Values.
Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021
A Bayesian Framework for Integrated Deep Metric Learning and Tracking of Vulnerable Road Users Using Automotive Radars.
IEEE Access, 2021

Validation and Analysis of the Propagation Channel at 60 GHz for Vehicular Communication.
Proceedings of the 94th IEEE Vehicular Technology Conference, 2021

Bayesradar : Bayesian Metric-Kalman Filter Learning for Improved and Reliable Radar Target Classification.
Proceedings of the 2021 IEEE 31st International Workshop on Machine Learning for Signal Processing (MLSP), 2021

Integrated Classification and Localization of Targets Using Bayesian Framework In Automotive Radars.
Proceedings of the IEEE International Conference on Acoustics, 2021


2020
Uncertainty Analysis of Deep Neural Network for Classification of Vulnerable Road Users using micro-Doppler.
Proceedings of the IEEE Topical Conference on Wireless Sensors and Sensor Networks, 2020

Channel Characterization at 77 GHz for Vehicular Communication.
Proceedings of the IEEE Vehicular Networking Conference, 2020

Simulation Environment of a Communication System Using CDMA at 77 GHz.
Proceedings of the 16th International Wireless Communications and Mobile Computing Conference, 2020



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