基本信息
浏览量:32
职业迁徙
个人简介
Areas of Expertise:
Distributed sensor networks and data fusion
Statistical inference
Wireless communications
Signal processing
Machine learning
Human-machine teaming
My research addresses fundamental questions in statistics-based signal processing, data/information fusion, sensor data processing, data analytics, machine learning and AI. My research has been generously funded for over four decades by Department of Defense, NSF, ARPA-E, EPA and many companies. Starting in the early 1980s, I have pioneered the area of data/information fusion and inference in sensor networks. While a lot of my work has been inspired by Department of Defense applications, I have also applied my research results to a wide variety of non-defense applications including IoT and health-related applications. For example, I have worked on imaging for breast cancer detection, and methods for more accurate Alzheimer disease detection. My current research includes detection and tracking, secure inference in distributed sensing systems, human-machine teaming for inference, and information fusion.
Distributed sensor networks and data fusion
Statistical inference
Wireless communications
Signal processing
Machine learning
Human-machine teaming
My research addresses fundamental questions in statistics-based signal processing, data/information fusion, sensor data processing, data analytics, machine learning and AI. My research has been generously funded for over four decades by Department of Defense, NSF, ARPA-E, EPA and many companies. Starting in the early 1980s, I have pioneered the area of data/information fusion and inference in sensor networks. While a lot of my work has been inspired by Department of Defense applications, I have also applied my research results to a wide variety of non-defense applications including IoT and health-related applications. For example, I have worked on imaging for breast cancer detection, and methods for more accurate Alzheimer disease detection. My current research includes detection and tracking, secure inference in distributed sensing systems, human-machine teaming for inference, and information fusion.
研究兴趣
论文共 963 篇作者统计合作学者相似作者
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INFORMATION FUSION (2024): 102240
IEEE Transactions on Signal Processingno. 99 (2024): 718-734
ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)pp.156-160, (2024)
IEEE TRANSACTIONS ON SIGNAL PROCESSING (2024): 718-734
IEEE TRANSACTIONS ON SIGNAL PROCESSING (2024): 57-69
IEEE Trans. Signal Process. (2023): 3343-3356
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IEEE Trans. Geosci. Remote. Sens. (2023): 1-18
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