Electrical Engineering and Systems Science

Authors and titles for April 2021

[301] arXiv:2104.05599 [pdf, other]

Title: Deep Reinforcement Learning Based Controller for Active Heave Compensation

Shrenik Zinage, Abhilash Somayajula

Comments: Accepted to the 13th IFAC Conference on Control Applications in Marine Systems, Robotics, and Vehicles (CAMS 2021)

Subjects: Systems and Control (eess.SY)

[302] arXiv:2104.05614 [pdf, other]

Title: A Dynamic Response Recovery Framework Using Ambient Synchrophasor Data

Shaohui Liu, Hao Zhu, Vassilis Kekatos

Subjects: Systems and Control (eess.SY); Signal Processing (eess.SP); Optimization and Control (math.OC)

[303] arXiv:2104.05642 [pdf, other]

Title: Common Limitations of Image Processing Metrics: A Picture Story

Annika Reinke, Minu D. Tizabi, Carole H. Sudre, Matthias Eisenmann, Tim Rädsch, Michael Baumgartner, Laura Acion, Michela Antonelli, Tal Arbel, Spyridon Bakas, Peter Bankhead, Arriel Benis, Matthew Blaschko, Florian Buettner, M. Jorge Cardoso, Jianxu Chen, Veronika Cheplygina, Evangelia Christodoulou, Beth Cimini, Gary S. Collins, Sandy Engelhardt, Keyvan Farahani, Luciana Ferrer, Adrian Galdran, Bram van Ginneken, Ben Glocker, Patrick Godau, Robert Haase, Fred Hamprecht, Daniel A. Hashimoto, Doreen Heckmann-Nötzel, Peter Hirsch, Michael M. Hoffman, Merel Huisman, Fabian Isensee, Pierre Jannin, Charles E. Kahn, Dagmar Kainmueller, Bernhard Kainz, Alexandros Karargyris, Alan Karthikesalingam, A. Emre Kavur, Hannes Kenngott, Jens Kleesiek, Andreas Kleppe, Sven Kohler, Florian Kofler, Annette Kopp-Schneider, Thijs Kooi, Michal Kozubek, Anna Kreshuk, Tahsin Kurc, Bennett A. Landman, Geert Litjens, Amin Madani, Klaus Maier-Hein, Anne L. Martel, Peter Mattson, Erik Meijering, Bjoern Menze, David Moher, Karel G.M. Moons, Henning Müller, Brennan Nichyporuk, Felix Nickel, M. Alican Noyan, Jens Petersen, Gorkem Polat, Susanne M. Rafelski, Nasir Rajpoot, Mauricio Reyes, Nicola Rieke, Michael Riegler, Hassan Rivaz, Julio Saez-Rodriguez, Clara I. Sánchez, Julien Schroeter, Anindo Saha, M. Alper Selver, Lalith Sharan, Shravya Shetty, Maarten van Smeden, Bram Stieltjes, Ronald M. Summers, Abdel A. Taha, Aleksei Tiulpin, Sotirios A. Tsaftaris, Ben Van Calster, Gaël Varoquaux, Manuel Wiesenfarth, Ziv R. Yaniv, Paul Jäger, Lena Maier-Hein

Comments: Shared first authors: Annika Reinke and Minu D. Tizabi. This is a dynamic paper on limitations of commonly used metrics. It discusses metrics for image-level classification, semantic and instance segmentation, and object detection. For missing use cases, comments or questions, please contact this http URL@dkfz.de. Substantial contributions to this document will be acknowledged with a co-authorship

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[304] arXiv:2104.05654 [pdf, other]

Title: Dynamic Matching Markets in Power Grid: Concepts and Solution using Deep Reinforcement Learning

Majid Majidi, Deepan Muthirayan, Masood Parvania, Pramod P. Khargonekar

Subjects: Systems and Control (eess.SY)

[305] arXiv:2104.05759 [pdf, other]

Title: Staircase Selective Harmonic Elimination in Multilevel Inverters to Achieve Wide Output Voltage Range

Amirhossein Pourdadashnia, Mohammad Farhadi-Kangarlu, Milad Sadoughi

Comments: 6 pages, 15 figures, 12th Annual Power Electronics, Drive Systems and Technologies (PEDSTC 2021)

Subjects: Systems and Control (eess.SY)

[306] arXiv:2104.05778 [pdf, other]

Title: Efficient Space-time Video Super Resolution using Low-Resolution Flow and Mask Upsampling

Saikat Dutta, Nisarg A. Shah, Anurag Mittal

Comments: Accepted at NTIRE Workshop, CVPR 2021. Code and models: this https URL

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[307] arXiv:2104.05792 [pdf, other]

Title: Model Reduction in Capacity Expansion Planning Problems via Renewable Generation Site Selection

David Radu, Antoine Dubois, Mathias Berger, Damien Ernst

Comments: Accepted to PowerTech2021, Madrid, Spain

Subjects: Systems and Control (eess.SY)

[308] arXiv:2104.05828 [pdf, other]

Title: Evidence-based Prescriptive Analytics, CAUSAL Digital Twin and a Learning Estimation Algorithm

PG Madhavan

Subjects: Systems and Control (eess.SY); Machine Learning (cs.LG)

[309] arXiv:2104.05872 [pdf, other]

Title: Jittering Effects Analysis and Beam Training Design for UAV Millimeter Wave Communications

Wei Wang, Wei Zhang

Comments: Accepted by IEEE TWC

Subjects: Signal Processing (eess.SP); Information Theory (cs.IT)

[310] arXiv:2104.05889 [pdf, other]

Title: Fibro-CoSANet: Pulmonary Fibrosis Prognosis Prediction using a Convolutional Self Attention Network

Zabir Al Nazi, Fazla Rabbi Mashrur, Md Amirul Islam, Shumit Saha

Comments: 12 Pages

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[311] arXiv:2104.05890 [pdf, other]

Title: Physics-oriented learning of nonlinear Schr\"odinger equation: optical fiber loss and dispersion profile identification

Takeo Sasai, Masanori Nakamura, Etsushi Yamazaki, Shuto Yamamoto, Hideki Nishizawa, Yoshiaki Kisaka

Comments: 26 pages, 10 figures

Subjects: Signal Processing (eess.SP); Optics (physics.optics)

[312] arXiv:2104.05892 [pdf, other]

Title: CXR Segmentation by AdaIN-based Domain Adaptation and Knowledge Distillation

Yujin Oh, Jong Chul Ye

Comments: Accepted to ECCV 2022

Journal-ref: ECCV 2022, Part XXI, LNCS 13681

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[313] arXiv:2104.05902 [pdf, other]

Title: Bi-level Off-policy Reinforcement Learning for Volt/VAR Control Involving Continuous and Discrete Devices

Haotian Liu, Wenchuan Wu

Comments: 10 pages, 8 figures

Subjects: Systems and Control (eess.SY); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[314] arXiv:2104.05939 [pdf, other]

Title: Orthogonal Time Sequency Multiplexing Modulation: Analysis and Low-Complexity Receiver Design

Tharaj Thaj, Emanuele Viterbo, Yi Hong

Subjects: Signal Processing (eess.SP); Information Theory (cs.IT)

[315] arXiv:2104.05956 [pdf, other]

Title: Shared-phase-dedicated-lane based intersection control with mixed traffic of human-driven vehicles and connected and automated vehicles

Wanjing Ma, Jinjue Li, Chunhui Yu

Subjects: Systems and Control (eess.SY)

[316] arXiv:2104.06003 [pdf, other]

Title: Joint Secure Design of Downlink and D2D Cooperation Strategies for Multi-User Systems

Seok-Hwan Park, Xianglan Jin

Comments: Accepted for publication on IEEE Signal Processing Letters

Subjects: Signal Processing (eess.SP); Information Theory (cs.IT)

[317] arXiv:2104.06037 [pdf, other]

Title: Unmanned Aerial Vehicle and Optimal Relay for Extending Coverage in Post-Disaster Scenarios

Abdu Saif, Kaharudin Dimyati, Kamarul Ariffin Noordin, Nor Shahida Mohd Shah, Qazwan Abdullah, Mahathir Mohamad, Mahmod Abd Hakim Mohamad, Ahmed M. Al-Saman

Subjects: Image and Video Processing (eess.IV)

[318] arXiv:2104.06083 [pdf, other]

Title: Spatiotemporal Entropy Model is All You Need for Learned Video Compression

Zhenhong Sun, Zhiyu Tan, Xiuyu Sun, Fangyi Zhang, Dongyang Li, Yichen Qian, Hao Li

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[319] arXiv:2104.06088 [pdf, other]

Title: Tractable robust MPC design based on nominal predictions

Ignacio Alvarado, Pablo Krupa, Daniel Limon, Teodoro Alamo

Comments: Accepted version of article in Journal of Process Control (13 pages, 25 figures)

Journal-ref: Journal of Process Control, 2022

Subjects: Systems and Control (eess.SY); Optimization and Control (math.OC)

[320] arXiv:2104.06098 [pdf, other]

Title: Reduced order modelling for spatial-temporal temperature and property estimation in a multi-stage hot sheet metal forming process

Daniel Kloeser, Juri Martschin, Thomas Meurer, Erman Tekkaya

Comments: Submitted to Advances in Industrial and Manufacturing Engineering (AIME)

Subjects: Systems and Control (eess.SY); Optimization and Control (math.OC)

[321] arXiv:2104.06102 [pdf, other]

Title: Finite-dimensional output stabilization for a class of linear distributed parameter systems -- a small-gain approach

Lars Grüne, Thomas Meurer

Subjects: Systems and Control (eess.SY); Dynamical Systems (math.DS); Optimization and Control (math.OC)

[322] arXiv:2104.06176 [pdf, other]

Title: COVID-19 detection using chest X-rays: is lung segmentation important for generalization?

Pedro R. A. S. Bassi, Romis Attux

Comments: Text and figure improvements. Results did not change. Included DOI and reference to the published article (Research on Biomedical Engineering, Springer). Link for the published paper: this https URL

Journal-ref: Research on Biomedical Engineering, Springer (2022)

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[323] arXiv:2104.06231 [pdf, other]

Title: Latent Correlation Representation Learning for Brain Tumor Segmentation with Missing MRI Modalities

Tongxue Zhou, Stéphane Canu, Pierre Vera, Su Ruan

Comments: 12 pages, 10 figures, accepted by IEEE Transactions on Image Processing (8 April 2021). arXiv admin note: text overlap with arXiv:2003.08870, arXiv:2102.03111

Journal-ref: IEEE Transactions on Image Processing On page(s): 4263-4274 Print ISSN: 1057-7149 Online ISSN: 1941-0042

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[324] arXiv:2104.06242 [pdf, other]

Title: Decentralized Time and Energy-Optimal Control of Connected and Automated Vehicles in a Roundabout

Kaiyuan Xu, Christos G. Cassandras, Wei Xiao

Subjects: Systems and Control (eess.SY)

[325] arXiv:2104.06243 [pdf, other]

Title: A State-of-the-art Survey of Artificial Neural Networks for Whole-slide Image Analysis:from Popular Convolutional Neural Networks to Potential Visual Transformers

Xintong Li, Weiming Hu, Chen Li, Tao Jiang, Hongzan Sun, Xiaoyan Li, Xinyu Huang, Marcin Grzegorzek

Comments: 22 pages, 38 figures. arXiv admin note: substantial text overlap with arXiv:2102.10553

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG)

[326] arXiv:2104.06252 [pdf, other]

Title: Lossless Coding of Light Fields based on 4D Minimum Rate Predictors

João M. Santos (1 and 2), Lucas A. Thomaz (1 and 3), Pedro A. A. Assunção (1 and 3), Luís A. da Silva Cruz (1 and 2), Luís Távora (3), Sérgio M. M. Faria (1 and 3) ((1) Instituto de Telecomunicações, Portugal, (2) Department of Electrical and Computer Engineering, Faculty of Sciences and Technology, University of Coimbra, Coimbra, Portugal, (3) School of Technology and Management of Polytechnic of Leiria, Leiria, Portugal)

Comments: 16 pages, 13 figures, Submitted to IEEE Transactions on Image Processing, Funded through PhD grant SFRH/BD/114894/2016, project PlenoIsla POCI-01-0145-FEDER-028325 and by FCT/MCTES through national funds and when applicable co-funded by EU funds under the project UIDB/EEA/50008/2020

Subjects: Image and Video Processing (eess.IV)

[327] arXiv:2104.06267 [pdf, other]

Title: A Sufficient Condition to Guarantee Non-Simultaneous Charging and Discharging of Household Battery Energy Storage

Amit Joshi, Hamed Kebriaei, Valerio Mariani, Luigi Glielmo

Comments: 3 pages and 1 figure

Subjects: Systems and Control (eess.SY)

[328] arXiv:2104.06304 [pdf, other]

Title: Lifetime Optimization of Dense Wireless Sensor Networks Using Continuous Ring-sector Model

Arouna Ndam Njoya, Christopher Thron, Marah Nana Awa, Ado Adamou Abba Ari, Abdelhak Mourad Gueroui

Comments: 13 pages, 9 figures

Subjects: Signal Processing (eess.SP)

[329] arXiv:2104.06306 [pdf, other]

Title: Port Parameter Extraction Based Self Consistent Coupled EM-Circuit FEM Solvers

O. H. Ramachandran, Scott O'Connor, Zane D. Crawford, Leo C. Kempel, B. Shanker

Comments: 9 pages, 7 figures

Subjects: Signal Processing (eess.SP)

[330] arXiv:2104.06307 [pdf, other]

Title: Detecting False Data Injection Attacks in Smart Grids with Modeling Errors: A Deep Transfer Learning Based Approach

Bowen Xu, Fanghong Guo, Changyun Wen, Ruilong Deng, Wen-An Zhang

Comments: 9 pages, 4 figures

Subjects: Signal Processing (eess.SP); Cryptography and Security (cs.CR); Machine Learning (cs.LG); Systems and Control (eess.SY)

[331] arXiv:2104.06308 [pdf, other]

Title: SFE-Net: EEG-based Emotion Recognition with Symmetrical Spatial Feature Extraction

Xiangwen Deng, Junlin Zhu, Shangming Yang

Comments: 10 pages, 9 figures

Subjects: Signal Processing (eess.SP); Machine Learning (cs.LG)

[332] arXiv:2104.06309 [pdf, other]

Title: Signal Processing and Machine Learning Techniques for Terahertz Sensing: An Overview

Sara Helal, Hadi Sarieddeen, Hayssam Dahrouj, Tareq Y. Al-Naffouri, Mohamed Slim Alouini

Journal-ref: IEEE Signal Processing Magazine, vol. 39, no. 5, pp. 42-62, Sept. 2022

Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI)

[333] arXiv:2104.06310 [pdf, other]

Title: Exploration of Spanish Olive Oil Quality with a Miniaturized Low-Cost Fluorescence Sensor and Machine Learning Techniques

Francesca Venturini, Michela Sperti, Umberto Michelucci, Ivo Herzig, Michael Baumgartner, Josep Palau Caballero, Arturo Jimenez, and Marco Agostino Deriu

Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

[334] arXiv:2104.06311 [pdf, other]

Title: 10,000 km Straight-line Transmission using a Real-time Software-defined GPU-Based Receiver

Sjoerd van der Heide, Ruben S. Luis, Benjamin J. Puttnam, Georg Rademacher, Ton Koonen, Satoshi Shinada, Yohinari Awaji, Hideaki Furukawa, Chigo Okonkwo

Comments: Accepted for presentation at the Optical Fiber Communication Conference (OFC) 2021, 6-10 June 2021

Subjects: Signal Processing (eess.SP)

[335] arXiv:2104.06314 [pdf, other]

Title: Energy-Efficient 3D Deployment of Aerial Access Points in a UAV Communication System

Nithin Babu, Constantinos B. Papadias, Petar Popovski

Comments: This version of the work has been accepted for publication in the IEEE COMMUNICATIONS LETTERS. 6 pages; 5 figures

Journal-ref: Volume: 24, Issue: 12, Dec. 2020; 2883 - 2887

Subjects: Signal Processing (eess.SP)

[336] arXiv:2104.06315 [pdf, other]

Title: Differential chaos shift keying-based wireless power transfer

Priyadarshi Mukherjee, Constantinos Psomas, Ioannis Krikidis (Department of Electrical and Computer Engineering, University of Cyprus)

Comments: IEEE International Conference on Acoustics, Speech and Signal Processing (IEEE ICASSP 2021)

Subjects: Signal Processing (eess.SP); Systems and Control (eess.SY)

[337] arXiv:2104.06459 [pdf, other]

Title: Learning to Jointly Deblur, Demosaick and Denoise Raw Images

Thomas Eboli, Jian Sun, Jean Ponce

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[338] arXiv:2104.06468 [pdf, other]

Title: ViT-V-Net: Vision Transformer for Unsupervised Volumetric Medical Image Registration

Junyu Chen, Yufan He, Eric C. Frey, Ye Li, Yong Du

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[339] arXiv:2104.06470 [pdf, other]

Title: Joint Matrix Completion and Compressed Sensing for State Estimation in Low-observable Distribution System

Shweta Dahale, Balasubramaniam Natarajan

Comments: 5 pages, 5 figures, Preprint submitted to IEEE ISGT LA 2021

Subjects: Systems and Control (eess.SY)

[340] arXiv:2104.06473 [pdf, other]

Title: Topology Estimation Following Islanding and its Impact on Preventive Control of Cascading Failure

Sai Gopal Vennelaganti, Nilanjan Ray Chaudhuri, Ting He, Thomas La Porta

Subjects: Systems and Control (eess.SY)

[341] arXiv:2104.06478 [pdf, other]

Title: Data-driven modeling of power networks

Bita Safaee, Serkan Gugercin

Subjects: Systems and Control (eess.SY)

[342] arXiv:2104.06596 [pdf, other]

Title: Attitude Observation for Second Order Attitude Kinematics

Yonhon Ng, Pieter van Goor, Robert Mahony, Tarek Hamel

Comments: 12 pages, 5 figures, conference

Journal-ref: Proceedings of the IEEE Conference on Decision and Control 2019

Subjects: Systems and Control (eess.SY)

[343] arXiv:2104.06604 [pdf, other]

Title: Learning Metrics from Mean Teacher: A Supervised Learning Method for Improving the Generalization of Speaker Verification System

Ju-ho Kim, Hye-jin Shim, Jee-weon Jung, Ha-Jin Yu

Comments: 5 pages, 1 figures, 5 tables, submitted to 2021 Interspeech as a conference paper

Subjects: Audio and Speech Processing (eess.AS); Sound (cs.SD)

[344] arXiv:2104.06614 [pdf, other]

Title: Semi-supervised Learning Framework for UAV Detection

Olusiji O Medaiyese, Martins Ezuma, Adrian P Lauf, Ismail Guvenc

Comments: 6 pages

Subjects: Signal Processing (eess.SP)

[345] arXiv:2104.06679 [pdf, other]

Title: Non-Terrestrial Networks for UAVs: Base Station Service Provisioning Schemes with Antenna Tilt

Seongjun Kim, Minsu Kim, Jong Yeol Ryu, Jemin Lee, Tony Q. S. Quek

Subjects: Signal Processing (eess.SP)

[346] arXiv:2104.06702 [pdf, other]

Title: Out-of-Step Detection Based On an Improved Line Potential Energy Criterion

Xiao Li, Chongru Liu, Jin Ma

Comments: 11 pages, 12 figures, publish in "electric power system research",

Journal-ref: Electric Power Systems Research,Volume 199,2021,107429

Subjects: Systems and Control (eess.SY)

[347] arXiv:2104.06706 [pdf, other]

Title: Towards Off-the-grid Algorithms for Total Variation Regularized Inverse Problems

Yohann de Castro (ICJ), Vincent Duval (Ceremade, Mokaplan), Romain Petit (Ceremade, Mokaplan)

Comments: For the short conference version see arXiv:2104.06706v2. For the long journal version see arXiv:2104.06706v5

Subjects: Signal Processing (eess.SP); Numerical Analysis (math.NA); Optimization and Control (math.OC)

[348] arXiv:2104.06757 [pdf, other]

Title: VTGAN: Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers

Sharif Amit Kamran, Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Salah A. Baker

Comments: Accepted to ICCV 2021 Workshop on Computer Vision for Automated Medical Diagnosis

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV)

[349] arXiv:2104.06778 [pdf, other]

Title: Optimization-Based Path-Planning for Connected and non-Connected Automated Vehicles

Panagiotis Typaldos, Markos Papageorgiou, Ioannis Papamichail

Subjects: Systems and Control (eess.SY)

[350] arXiv:2104.06795 [pdf, other]

Title: Systems-Theoretic Safety Assessment of Teleoperated Road Vehicles

Simon Hoffmann, Frank Diermeyer

Comments: Accepted in 7th International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS) 2021

Subjects: Systems and Control (eess.SY)