Electrical Engineering and Systems Science

Authors and titles for March 2021

[601] arXiv:2103.13278 [pdf, other]

Title: Safe Linear-Quadratic Dual Control with Almost Sure Performance Guarantee

Yiwen Lu, Yilin Mo

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

[602] arXiv:2103.13283 [pdf, other]

Title: Information-based Disentangled Representation Learning for Unsupervised MR Harmonization

Lianrui Zuo, Blake E. Dewey, Aaron Carass, Yihao Liu, Yufan He, Peter A. Calabresi, Jerry L. Prince

Comments: Accepted in the 27th International Conference on Information Processing in Medical Imaging (IPMI 2021)

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

[603] arXiv:2103.13314 [pdf, other]

Title: MONAIfbs: MONAI-based fetal brain MRI deep learning segmentation

Marta B.M. Ranzini, Lucas Fidon, Sébastien Ourselin, Marc Modat, Tom Vercauteren

Comments: Abstract accepted at IEEE International Symposium on Biomedical Imaging (ISBI) 2021

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

[604] arXiv:2103.13329 [pdf, other]

Title: Fine-tuning of Pre-trained End-to-end Speech Recognition with Generative Adversarial Networks

Md Akmal Haidar, Mehdi Rezagholizadeh

Comments: Accepted in ICASSP 2021 conference

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

[605] arXiv:2103.13338 [pdf, other]

Title: Incremental Nonlinear Stability Analysis of Stochastic Systems Perturbed by L\'{e}vy Noise

SooJean Han, Soon-Jo Chung

Comments: To be published. See this https URL for final version

Journal-ref: Int J Robust Nonlinear Control. (2022) 1-28

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

[606] arXiv:2103.13380 [pdf, other]

Title: Continuous-Domain Formulation of Inverse Problems for Composite Sparse-Plus-Smooth Signals

Thomas Debarre, Shayan Aziznejad, Michael Unser

Subjects: Signal Processing (eess.SP)

[607] arXiv:2103.13381 [pdf, other]

Title: Are energy savings the only reason for the emergence of bird echelon formation?

Mingming Shi, Julien M. Hendrickx

Comments: 8 pages, 12 figures, submitted to a conference

Subjects: Systems and Control (eess.SY); Computer Science and Game Theory (cs.GT); Multiagent Systems (cs.MA); Optimization and Control (math.OC)

[608] arXiv:2103.13429 [pdf, html, other]

Title: A High-Gain Observer Approach to Robust Trajectory Estimation and Tracking for a Multi-rotor UAV

Connor J Boss, Vaibhav Srivastava

Comments: Submitted to ASME Journal of Dynamic Systems, Measurement and Control. Experiment video available at: this https URL. arXiv admin note: text overlap with arXiv:2003.06390

Subjects: Systems and Control (eess.SY)

[609] arXiv:2103.13482 [pdf, other]

Title: Semi-Supervised Learning for Bone Mineral Density Estimation in Hip X-ray Images

Kang Zheng, Yirui Wang, Xiaoyun Zhou, Fakai Wang, Le Lu, Chihung Lin, Lingyun Huang, Guotong Xie, Jing Xiao, Chang-Fu Kuo, Shun Miao

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

[610] arXiv:2103.13484 [pdf, other]

Title: Continuous monitoring of plant sub-cellular structural changes for plant and crop diseases detection by use of Intelligent Laser Speckle Classification (AI) technique

Ahmet Orun

Subjects: Image and Video Processing (eess.IV)

[611] arXiv:2103.13487 [pdf, other]

Title: Entropy Minimizing Matrix Factorization

Mulin Chen, Xuelong Li

Subjects: Image and Video Processing (eess.IV); Machine Learning (cs.LG)

[612] arXiv:2103.13491 [pdf, other]

Title: Feature Weighted Non-negative Matrix Factorization

Mulin Chen, Maoguo Gong, Xuelong Li

Subjects: Image and Video Processing (eess.IV); Machine Learning (cs.LG)

[613] arXiv:2103.13493 [pdf, other]

Title: Distributed Newton-like Algorithms and Learning for Optimized Power Dispatch

Tor Anderson

Comments: PhD thesis

Subjects: Systems and Control (eess.SY)

[614] arXiv:2103.13497 [pdf, other]

Title: 3D Reasoning for Unsupervised Anomaly Detection in Pediatric WbMRI

Alex Chang, Vinith Suriyakumar, Abhishek Moturu, James Tu, Nipaporn Tewattanarat, Sayali Joshi, Andrea Doria, Anna Goldenberg

Comments: 10 pages, 2 tables, 3 figures, in submission

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

[615] arXiv:2103.13505 [pdf, other]

Title: Ripple-Type Control for Enhancing Resilience of Networked Physical Systems

Manish K. Singh, Guido Cavraro, Andrey Bernstein, Vassilis Kekatos

Comments: Accepted for presentation at the American Control Conference (ACC) 2021

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

[616] arXiv:2103.13514 [pdf, other]

Title: Constrained Deep Learning Based Nonlinear Model Predictive Control

Farshid Asadi

Comments: Due to unsolvable problems in the proof of robustness and stability, the paper is withdrawn from arXiv. Please do not cite it

Subjects: Systems and Control (eess.SY)

[617] arXiv:2103.13556 [pdf, other]

Title: Nocturnal Seizure Detection Using Off-the-Shelf WiFi

Belal Korany, Yasamin Mostofi

Comments: 13 pages, 8 figures

Subjects: Signal Processing (eess.SP)

[618] arXiv:2103.13557 [pdf, other]

Title: Task-Oriented Low-Dose CT Image Denoising

Jiajin Zhang, Hanqing Chao, Xuanang Xu, Chuang Niu, Ge Wang, Pingkun Yan

Comments: Paper accepted by MICCAI-2021

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

[619] arXiv:2103.13568 [pdf, other]

Title: CHIMERA: A Hybrid Estimation Approach to Limit the Effects of False Data Injection Attacks

Xiaorui Liu, Yaodan Hu, Charalambos Konstantinou, Yier Jin

Comments: IEEE SmartGridComm 2021

Subjects: Systems and Control (eess.SY); Cryptography and Security (cs.CR)

[620] arXiv:2103.13581 [pdf, other]

Title: EfficientTDNN: Efficient Architecture Search for Speaker Recognition

Rui Wang, Zhihua Wei, Haoran Duan, Shouling Ji, Yang Long, Zhen Hong

Comments: 13 pages, 12 figures, accepted to TASLP

Subjects: Audio and Speech Processing (eess.AS); Artificial Intelligence (cs.AI)

[621] arXiv:2103.13588 [pdf, other]

Title: Artificial Intelligence in Tumor Subregion Analysis Based on Medical Imaging: A Review

Mingquan Lin, Jacob Wynne, Yang Lei, Tonghe Wang, Walter J. Curran, Tian Liu, Xiaofeng Yang

Subjects: Image and Video Processing (eess.IV); Computer Vision and Pattern Recognition (cs.CV); Medical Physics (physics.med-ph)

[622] arXiv:2103.13622 [pdf, other]

Title: Contextual Information Enhanced Convolutional Neural Networks for Retinal Vessel Segmentation in Color Fundus Images

Muyi Sun, Guanhong Zhang

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

[623] arXiv:2103.13625 [pdf, other]

Title: A Comprehensive Review of Image Analysis Methods for Microorganism Counting: From Classical Image Processing to Deep Learning Approaches

Jiawei Zhang, Chen Li, Md Mamunur Rahaman, Yudong Yao, Pingli Ma, Jinghua Zhang, Xin Zhao, Tao Jiang, Marcin Grzegorzek

Subjects: Image and Video Processing (eess.IV); Quantitative Methods (q-bio.QM)

[624] arXiv:2103.13660 [pdf, other]

Title: Closing the Loop: Joint Rain Generation and Removal via Disentangled Image Translation

Yuntong Ye, Yi Chang, Hanyu Zhou, Luxin Yan

Comments: 10 pages, Accepted by 2021 CVPR

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

[625] arXiv:2103.13671 [pdf, other]

Title: Actuator Fault-Tolerant Vehicle Motion Control: A Survey

Torben Stolte

Comments: 19 pages, 5 figures, 1 table

Subjects: Systems and Control (eess.SY); Robotics (cs.RO)

[626] arXiv:2103.13677 [pdf, other]

Title: Explainability Guided Multi-Site COVID-19 CT Classification

Ameen Ali, Tal Shaharabany, Lior Wolf

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

[627] arXiv:2103.13680 [pdf, other]

Title: Decentralized Coordination Between Economic Dispatch and Demand Response in Multi-Energy Systems

Zishun Liu, Shanying Zhu, Jinming Xu, Cailian Chen

Comments: The paper has been submitted to 2021 60th IEEE Conference on Decision and Control (CDC)

Subjects: Systems and Control (eess.SY)

[628] arXiv:2103.13705 [pdf, other]

Title: Distributed DoS Attack Detection in SDN: Trade offs in Resource Constrained Wireless Networks

Gustavo A. Nunez Segura, Arsenia Chorti, Cintia Borges Margi

Subjects: Signal Processing (eess.SP)

[629] arXiv:2103.13743 [pdf, other]

Title: Verifying Compositional Refinement of Assume/Guarantee Contracts using Linear Programming

Miel Sharf, Bart Besselink, Karl Henrik Johansson

Comments: 7 pages, 6 figures

Subjects: Systems and Control (eess.SY)

[630] arXiv:2103.13747 [pdf, other]

Title: Statistical Modeling of the Human Body as an Extended Antenna

Thomas Wilding, Erik Leitinger, Ulrich Muehlmann, Klaus Witrisal

Comments: 5 pages, 6 figures. To be published in Proc. IEEE EuCAP-21

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

[631] arXiv:2103.13790 [pdf, other]

Title: Shaping oscillations via mixed feedback

W. Che, F. Forni

Subjects: Systems and Control (eess.SY)

[632] arXiv:2103.13791 [pdf, other]

Title: AoA-Based Pilot Assignment in Massive MIMO Systems Using Deep Reinforcement Learning

Yasaman Omid, Seyed MohammadReza Hosseini, Seyyed MohammadMahdi Shahabi, Mohammad Shikh-Bahaei, Arumugam Nallanathan

Comments: submitted to IEEE Communication Letters

Subjects: Signal Processing (eess.SP)

[633] arXiv:2103.13792 [pdf, other]

Title: An Intelligent Bed Sensor System for Non-Contact Respiratory Rate Monitoring

Qingju Liu, Mark Kenny, Ramin Nilforooshan, Payam Barnaghi

Comments: 12 pages

Subjects: Signal Processing (eess.SP)

[634] arXiv:2103.13800 [pdf, other]

Title: Experimental Validation of Linear and Nonlinear MPC on an Articulated Unmanned Ground Vehicle

Erkan Kayacan, Wouter Saeys, Herman Ramon, Calin Belta, Joshua M. Peschel

Journal-ref: IEEE/ASME Transactions on Mechatronics, vol. 23, issue 5, 2018

Subjects: Systems and Control (eess.SY); Robotics (cs.RO)

[635] arXiv:2103.13826 [pdf, other]

Title: Prototyping and Evaluation of Infrastructure-Assisted Transition of Control for Cooperative Automated Vehicles

Baldomero Coll-Perales, Joschua Schulte-Tigges, Michele Rondinone, Javier Gozalvez, Michael Reke, Dominik Matheis, Thomas Walter

Comments: 16 pages, 15 figures, 3 tables. in IEEE Transactions on Intelligent Transportation Systems, 04 March 2021 (Early Access)

Subjects: Systems and Control (eess.SY)

[636] arXiv:2103.13830 [pdf, other]

Title: Multi-Objective $H_{\infty}$ Control for String Stability of Cooperative Adaptive Cruise Control Systems

Erkan Kayacan

Journal-ref: IEEE Transactions on Intelligent Vehicles, Volume 2, Issue 1, 2017

Subjects: Systems and Control (eess.SY)

[637] arXiv:2103.13833 [pdf, other]

Title: Deep Learning with robustness to missing data: A novel approach to the detection of COVID-19

Erdi Çallı, Keelin Murphy, Steef Kurstjens, Tijs Samson, Robert Herpers, Henk Smits, Matthieu Rutten, Bram van Ginneken

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

[638] arXiv:2103.13839 [pdf, other]

Title: Abstracting the Sampling Behaviour of Stochastic Linear Periodic Event-Triggered Control Systems

Giannis Delimpaltadakis, Luca Laurenti, Manuel Mazo Jr

Comments: To appear at the 60th IEEE Conference on Decision and Control (CDC), 2021

Journal-ref: 2021 60th IEEE Conference on Decision and Control (CDC), 2021, pp. 1287-1294

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

[639] arXiv:2103.13862 [pdf, other]

Title: Source Aware Deep Learning Framework for Hand Kinematic Reconstruction using EEG Signal

Sidharth Pancholi, Amita Giri, Anant Jain, Lalan Kumar, Sitikantha Roy

Subjects: Signal Processing (eess.SP)

[640] arXiv:2103.13881 [pdf, other]

Title: Plasma Spray Process Parameters Configuration using Sample-efficient Batch Bayesian Optimization

Xavier Guidetti, Alisa Rupenyan, Lutz Fassl, Majid Nabavi, John Lygeros

Comments: Accepted for IEEE CASE 2021

Subjects: Systems and Control (eess.SY); Robotics (cs.RO)

[641] arXiv:2103.13892 [pdf, other]

Title: Transmit Beamspace DDMA Based Automotive MIMO Radar

Feng Xu, Sergiy A. Vorobyov, Fawei Yang

Comments: 12 pages, 8 figures and 1 table, submit to IEEE Transactions on Vehicular Technology

Subjects: Signal Processing (eess.SP)

[642] arXiv:2103.13955 [pdf, other]

Title: Nonlinear Estimation for Position-Aided Inertial Navigation Systems

Soulaimane Berkane, Abdelhamid Tayebi

Comments: arXiv admin note: text overlap with arXiv:2006.14056

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

[643] arXiv:2103.13971 [pdf, other]

Title: Scaled relative graphs for system analysis

Thomas Chaffey, Fulvio Forni, Rodolphe Sepulchre

Comments: Accepted to the 2021 IEEE Conference on Decision and Control

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

[644] arXiv:2103.13989 [pdf, other]

Title: Adversarial Attacks on Deep Learning Based mmWave Beam Prediction in 5G and Beyond

Brian Kim, Yalin E. Sagduyu, Tugba Erpek, Sennur Ulukus

Subjects: Signal Processing (eess.SP); Machine Learning (cs.LG); Networking and Internet Architecture (cs.NI); Machine Learning (stat.ML)

[645] arXiv:2103.14006 [pdf, other]

Title: Designing a Practical Degradation Model for Deep Blind Image Super-Resolution

Kai Zhang, Jingyun Liang, Luc Van Gool, Radu Timofte

Comments: ICCV 2021. Code: this https URL

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

[646] arXiv:2103.14015 [pdf, other]

Title: Zero-shot super-resolution with a physically-motivated downsampling kernel for endomicroscopy

Agnieszka Barbara Szczotka, Dzhoshkun Ismail Shakir, Matthew J. Clarkson, Stephen P. Pereira, Tom Vercauteren

Journal-ref: IEEE Transactions on Medical Imaging, 2021

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

[647] arXiv:2103.14094 [pdf, other]

Title: A privacy-preserving distributed computational approach for distributed locational marginal prices

Olivier Bilenne, Paulin Jacquot, Nadia Oudjane, Mathias Staudigl, Cheng Wan, Barbara Franci

Comments: 8 pages, 3 figures; submitted for publication

Journal-ref: 61st IEEE Conference on Decision and Control 2022

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

[648] arXiv:2103.14096 [pdf, other]

Title: Ultrasound Elasticity Imaging Using Physics-based Models And Learning-based Plug-And-Play Priors

Narges Mohammadi, Marvin M. Doyley, Mujdat Cetin

Subjects: Image and Video Processing (eess.IV)

[649] arXiv:2103.14110 [pdf, other]

Title: Robust Data-Driven Predictive Control using Reachability Analysis

Amr Alanwar, Yvonne Stürz, Karl Henrik Johansson

Comments: This paper is accepted at European Journal of Control

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

[650] arXiv:2103.14118 [pdf, other]

Title: Flexible MPC-based Conflict Resolution Using Online Adaptive ADMM

Jerry An (1 and 2), Giulia Giordano (3), Changliu Liu (1) ((1) Robotics Institute, Carnegie Mellon University, Pittsburgh, USA, (2) Delft Center for Systems and Control, Delft University of Technology, Delft, the Netherlands, (3) Department of Industrial Engineering, University of Trento, Italy)

Comments: 7 pages, 5 figures, to be published in ECC 2021

Subjects: Systems and Control (eess.SY)