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Santra, Avik [Author] ; Weigel, Robert [Degree supervisor]; Huemer, Mario [Other]

Cognitive Architectures, Processing and Learning Algorithms for Intelligent Radar Solutions

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Erlangen: Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 2022
Santra, Avik [Author] ; Weigel, Robert [Degree supervisor]; Huemer, Mario [Other]

Cognitive Architectures, Processing and Learning Algorithms for Intelligent Radar Solutions

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Erlangen: Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 2022
Santra, Avik [Author]

Cognitive Architectures, Processing and Learning Algorithms for Intelligent Radar Solutions ; Kognitive Architekturen, Verarbeitungsund Lernalgorithmen für Intelligente Radar-Lösungen

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OPUS FAU - Online publication system of Friedrich-Alexander-Universität Erlangen-Nürnberg, 2022
Dubey, Anand [Author]; Santra, Avik [Author]; Fuchs, Jonas [Author]; Lübke, Maximilian [Author]; Weigel, Robert [Author]; Lurz, Fabian [Author] ; Huang, Weimin [Editor] Technische Universität Hamburg, Technische Universität Hamburg Institut für Hochfrequenztechnik

A Bayesian framework for integrated deep metric learning and tracking of vulnerable road users using automotive radars

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2021

Published in: Institute of Electrical and Electronics Engineers: IEEE access ; 9(2021), Artikel-ID 9423952, Seite 68758-68777
Vaishnav, Prachi; Santra, Avik

Continuous Human Activity Classification With Unscented Kalman Filter Tracking Using FMCW Radar

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Institute of Electrical and Electronics Engineers (IEEE), 2020

Published in: IEEE Sensors Letters, 4 (2020) 5, Seite 1-4
Arsalan, Muhammad; Santra, Avik

Character Recognition in Air-Writing Based on Network of Radars for Human-Machine Interface

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Institute of Electrical and Electronics Engineers (IEEE), 2019

Published in: IEEE Sensors Journal, 19 (2019) 19, Seite 8855-8864
Weis, Jonas; Santra, Avik

One-Shot Learning for Robust Material Classification Using Millimeter-Wave Radar System

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Institute of Electrical and Electronics Engineers (IEEE), 2018

Published in: IEEE Sensors Letters, 2 (2018) 4, Seite 1-4
Hazra, Souvik; Santra, Avik

Robust Gesture Recognition Using Millimetric-Wave Radar System

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Institute of Electrical and Electronics Engineers (IEEE), 2018

Published in: IEEE Sensors Letters, 2 (2018) 4, Seite 1-4
Hazra, Souvik; Santra, Avik

Short-Range Radar-Based Gesture Recognition System Using 3D CNN With Triplet Loss

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Institute of Electrical and Electronics Engineers (IEEE), 2019

Published in: IEEE Access, 7 (2019), Seite 125623-125633
Arsalan, Muhammad; Santra, Avik; Issakov, Vadim

Power-efficient gesture sensing for edge devices: mimicking fourier transforms with spiking neural networks

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Springer Science and Business Media LLC, 2023

Published in: Applied Intelligence, 53 (2023) 12, Seite 15147-15162
Arsalan, Muhammad; Santra, Avik; Issakov, Vadim

RadarSNN: A Resource Efficient Gesture Sensing System Based on mm-Wave Radar

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Institute of Electrical and Electronics Engineers (IEEE), 2022

Published in: IEEE Transactions on Microwave Theory and Techniques, 70 (2022) 4, Seite 2451-2461
Arsalan, Muhammad; Santra, Avik; Issakov, Vadim

Spiking Neural Network-Based Radar Gesture Recognition System Using Raw ADC Data

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Institute of Electrical and Electronics Engineers (IEEE), 2022

Published in: IEEE Sensors Letters, 6 (2022) 6, Seite 1-4
Hernangómez, Rodrigo; Santra, Avik; Stańczak, Sławomir

Study on feature processing schemes for deep‐learning‐based human activity classification using frequency‐modulated continuous‐wave radar

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Institution of Engineering and Technology (IET), 2021

Published in: IET Radar, Sonar & Navigation, 15 (2021) 8, Seite 932-944
Arsalan, Muhammad; Santra, Avik; Will, Christoph

Improved Contactless Heartbeat Estimation in FMCW Radar via Kalman Filter Tracking

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Institute of Electrical and Electronics Engineers (IEEE), 2020

Published in: IEEE Sensors Letters, 4 (2020) 5, Seite 1-4
Hernangomez, Rodrigo; Santra, Avik; Stanczak, Slawomir

A Study on Feature Processing Schemes for Deep-Learning-Based Human Activity Classification Using Frequency-Modulated Continuous-Wave Radar

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Institution of Engineering and Technology (IET), 2020

Published in: IET Radar, Sonar & Navigation (2020)
Santra, Avik; Ulaganathan, Raghavendran Vagarappan; Finke, Thomas

Short-Range Millimetric-Wave Radar System for Occupancy Sensing Application

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Institute of Electrical and Electronics Engineers (IEEE), 2018

Published in: IEEE Sensors Letters, 2 (2018) 3, Seite 1-4
Santra, Avik; Hari, K. V. S.

A Novel Subspace Based Method for Compensation of Multiple CFOs in Uplink MIMO OFDM Systems

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Institute of Electrical and Electronics Engineers (IEEE), 2017

Published in: IEEE Communications Letters, 21 (2017) 9, Seite 1993-1996
Santra, Sangeeta; Mondal, Avik; Paul, Aloke

Interdiffusion in the Fe-Pt System

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Springer Science and Business Media LLC, 2012

Published in: Metallurgical and Materials Transactions A, 43 (2012) 3, Seite 791-795
Stadelmayer, Thomas; Santra, Avik; Weigel, Robert; Lurz, Fabian

Radar-Based Gesture Recognition Using a Variational Autoencoder With Deep Statistical Metric Learning

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Institute of Electrical and Electronics Engineers (IEEE), 2022

Published in: IEEE Transactions on Microwave Theory and Techniques, 70 (2022) 11, Seite 5051-5062
Chmurski, Mateusz; Zubert, Mariusz; Bierzynski, Kay; Santra, Avik

Analysis of Edge-Optimized Deep Learning Classifiers for Radar-Based Gesture Recognition

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Institute of Electrical and Electronics Engineers (IEEE), 2021

Published in: IEEE Access, 9 (2021), Seite 74406-74421

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