Electrical Engineering and Systems Science

Authors and titles for February 2021

[101] arXiv:2102.02173 [pdf, other]

Title: Learning Models of Model Predictive Controllers using Gradient Data

Rebecka Winqvist, Arun Venkitaraman, Bo Wahlberg

Comments: arXiv admin note: text overlap with arXiv:2005.04112

Subjects: Systems and Control (eess.SY)

[102] arXiv:2102.02255 [pdf, other]

Title: Probabilistic Interval Analysis for the Analytic Prediction of the Pattern Tolerance Distribution in Linear Phased Arrays With Random Excitation Errors

P. Rocca, N. Anselmi, A. Benoni, A. Massa

Journal-ref: IEEE Transactions on Antennas and Propagation, vol. 68, no. 12, pp. 7866-7878, Dec. 2020

Subjects: Signal Processing (eess.SP)

[103] arXiv:2102.02258 [pdf, other]

Title: Optimal Excitation Matching Strategy for Sub-Arrayed Phased Linear Arrays Generating Arbitrary-Shaped Beams

P. Rocca, L. Poli, A. Polo, A. Massa

Journal-ref: IEEE Transactions on Antennas and Propagation, vol. 68, no. 6, pp. 4638-4647, June 2020

Subjects: Signal Processing (eess.SP)

[104] arXiv:2102.02261 [pdf, other]

Title: An Irregular Two-Sizes Square Tiling Method for the Design of Isophoric Phased Arrays

P. Rocca, N. Anselmi, A. Polo, A. Massa

Journal-ref: EEE Transactions on Antennas and Propagation, vol. 68, no. 6, pp. 4437-4449, June 2020

Subjects: Signal Processing (eess.SP)

[105] arXiv:2102.02262 [pdf, other]

Title: Modular Design of Hexagonal Phased Arrays Through Diamond Tiles

P. Rocca, N. Anselmi, A. Polo, A. Massa

Journal-ref: IEEE Transactions on Antennas and Propagation, vol. 68, no. 5, pp. 3598-3612, May 2020

Subjects: Signal Processing (eess.SP)

[106] arXiv:2102.02268 [pdf, other]

Title: A Heuristic for Dynamic Output Predictive Control Design for Uncertain Nonlinear Systems

Mazen Alamir

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

[107] arXiv:2102.02378 [pdf, other]

Title: Histogram Specification by Assignment of Optimal Unique Values

V. S. Ramos, L. F. d. Q. Silveira, L. G. d. Q. Silveira Júnior

Comments: This work has been submitted to the IEEE for possible publication

Subjects: Signal Processing (eess.SP); Image and Video Processing (eess.IV)

[108] arXiv:2102.02395 [pdf, other]

Title: Event Occurrence Model for Power Distribution System Based on Data Eigenvalue Behavior Analytic

Nan Zhou, Lingen Luo, Gehao Sheng, Xiuchen Jiang

Subjects: Systems and Control (eess.SY)

[109] arXiv:2102.02428 [pdf, other]

Title: A Game-Theoretic Approach to Secure Estimation and Control for Cyber-Physical Systems with a Digital Twin

Zhiheng Xu, Arvind Easwaran

Comments: ©2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works

Journal-ref: ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS), Sydney, Australia, 2020 pp. 20-29

Subjects: Systems and Control (eess.SY)

[110] arXiv:2102.02448 [pdf, other]

Title: Safety during Transient Response in Direct Current Microgrids using Control Barrier Functions

K. C. Kosaraju, S. Sivaranjani, V. Gupta

Subjects: Systems and Control (eess.SY)

[111] arXiv:2102.02463 [pdf, other]

Title: DIFFnet: Diffusion parameter mapping network generalized for input diffusion gradient schemes and bvalues

Juhung Park, Woojin Jung, Eun-Jung Choi, Se-Hong Oh, Dongmyung Shin, Hongjun An, Jongho Lee

Subjects: Image and Video Processing (eess.IV); Artificial Intelligence (cs.AI); Medical Physics (physics.med-ph)

[112] arXiv:2102.02492 [pdf, other]

Title: Boundary Stabilization and Observation of an Unstable Heat Equation in a General Multi-dimensional Domain

Hongyinping Feng, Pei-Hua Lang, Jiankang Liu

Comments: 23 pages,8 figures

Subjects: Systems and Control (eess.SY); Analysis of PDEs (math.AP)

[113] arXiv:2102.02522 [pdf, other]

Title: Koopman Operator Dynamical Models: Learning, Analysis and Control

Petar Bevanda, Stefan Sosnowski, Sandra Hirche

Comments: This is an authors' version of the work that is published in Annual Reviews in Control journal. Changes were made to this version by the publisher prior to publication

Journal-ref: Annual Reviews in Control - Volume 52, 2021, Pages 197-212

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

[114] arXiv:2102.02526 [pdf, other]

Title: Deep Learning for Short-Term Voltage Stability Assessment of Power Systems

Meng Zhang, Jiazheng Li, Yang Li, Runnan Xu

Comments: Accepted by IEEE Access

Journal-ref: IEEE Access 9 (2021) 29711-29718

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

[115] arXiv:2102.02569 [pdf, other]

Title: Reconfigurable Intelligent Surface Aided Mobile Edge Computing

Tong Bai, Cunhua Pan, Chao Han, Lajos Hanzo

Comments: Accepted by IEEE Wireless Communications. Keywords: Reconfigurable Intelligent Surface, Intelligent Reflecting Surface, Mobile edge computing

Subjects: Signal Processing (eess.SP)

[116] arXiv:2102.02599 [pdf, other]

Title: VSEGAN: Visual Speech Enhancement Generative Adversarial Network

Xinmeng Xu, Yang Wang, Dongxiang Xu, Yiyuan Peng, Cong Zhang, Jie Jia, Binbin Chen

Comments: Accepted by ICASSP 2022

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

[117] arXiv:2102.02602 [pdf, other]

Title: A Learning-based Stochastic Driving Model for Autonomous Vehicle Testing

Lin Liu, Shuo Feng, Yiheng Feng, Xichan Zhu, Henry X. Liu

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

[118] arXiv:2102.02603 [pdf, other]

Title: Long time-series NDVI reconstruction in cloud-prone regions via spatio-temporal tensor completion

Dong Chu, Huanfeng Shen, Xiaobin Guan, Jing M. Chen, Xinghua Li, Jie Li, Liangpei Zhang

Comments: 12 figures, 1 tables

Journal-ref: Remote Sens. Environ. 264, 112632 (2021)

Subjects: Signal Processing (eess.SP)

[119] arXiv:2102.02609 [pdf, other]

Title: Barrier Function-based Collaborative Control of Multiple Robots under Signal Temporal Logic Tasks

Lars Lindemann, Dimos V. Dimarogonas

Comments: Journal article in the IEEE Transactions on Control of Network Systems

Subjects: Systems and Control (eess.SY); Formal Languages and Automata Theory (cs.FL); Robotics (cs.RO); Optimization and Control (math.OC)

[120] arXiv:2102.02620 [pdf, other]

Title: Electricity-gas integrated energy system optimal operation in typical scenario of coal district considering hydrogen heavy trucks

Junjie Yin, Jianhua Wang, Jun You

Comments: 10 pages, 7 figures

Subjects: Systems and Control (eess.SY)

[121] arXiv:2102.02662 [pdf, other]

Title: No-reference denoising of low-dose CT projections

Elvira Zainulina, Alexey Chernyavskiy, Dmitry V. Dylov

Comments: Accepted to ISBI 2021

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

[122] arXiv:2102.02675 [pdf, other]

Title: Observability of the relative motion from inertial data in kinematic chains

Manon Kok, Karsten Eckhoff, Ive Weygers, Thomas Seel

Comments: 17 pages, 8 figures

Journal-ref: Control Engineering Practice, Volume 125, 105206, August 2022

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

[123] arXiv:2102.02690 [pdf, other]

Title: TricycleGAN: Unsupervised Image Synthesis and Segmentation Based on Shape Priors

Umaseh Sivanesan, Luis H. Braga, Ranil R. Sonnadara, Kiret Dhindsa

Comments: 18 pages, 7 figures

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

[124] arXiv:2102.02703 [pdf, other]

Title: Separable Joint Blind Deconvolution and Demixing

Dana Weitzner, Raja Giryes

Comments: Accepted to IEEE Journal of Selected Topics in Signal Processing

Subjects: Signal Processing (eess.SP)

[125] arXiv:2102.02711 [pdf, other]

Title: Fine-tuning deep learning model parameters for improved super-resolution of dynamic MRI with prior-knowledge

Chompunuch Sarasaen, Soumick Chatterjee, Mario Breitkopf, Georg Rose, Andreas Nürnberger, Oliver Speck

Journal-ref: Artificial Intelligence in Medicine (2021) 102196

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

[126] arXiv:2102.02728 [pdf, other]

Title: Minimum-Complexity Failure Correction in Linear Arrays via Compressive Processing

F. Zardi, G. Oliveri, M. Salucci, A. Massa

Subjects: Systems and Control (eess.SY)

[127] arXiv:2102.02758 [pdf, other]

Title: A 5 \mu W Standard Cell Memory-based Configurable Hyperdimensional Computing Accelerator for Always-on Smart Sensing

Manuel Eggimann, Abbas Rahimi, Luca Benini

Subjects: Signal Processing (eess.SP); Artificial Intelligence (cs.AI); Systems and Control (eess.SY)

[128] arXiv:2102.02885 [pdf, other]

Title: Adversarial Robustness Study of Convolutional Neural Network for Lumbar Disk Shape Reconstruction from MR images

Jiasong Chen, Linchen Qian, Timur Urakov, Weiyong Gu, Liang Liang

Comments: Published at SPIE Medical Imaging: Image Processing 2021

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

[129] arXiv:2102.02889 [pdf, other]

Title: Comparing the Notions of Opacity for Discrete-Event Systems

Jiří Balun, Tomáš Masopust

Subjects: Systems and Control (eess.SY); Formal Languages and Automata Theory (cs.FL)

[130] arXiv:2102.02898 [pdf, other]

Title: Cobiveco: Consistent biventricular coordinates for precise and intuitive description of position in the heart -- with MATLAB implementation

Steffen Schuler, Nicolas Pilia, Danila Potyagaylo, Axel Loewe

Comments: Accepted manuscript; 18 pages, 20 figures

Journal-ref: Medical Image Analysis, Volume 74, December 2021, 102247

Subjects: Signal Processing (eess.SP)

[131] arXiv:2102.02909 [pdf, other]

Title: Infant Cry Classification with Graph Convolutional Networks

Chunyan Ji, Ming Chen, Bin Li, Yi Pan

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

[132] arXiv:2102.02912 [pdf, other]

Title: Deep Learning compatible Differentiable X-ray Projections for Inverse Rendering

Karthik Shetty, Annette Birkhold, Norbert Strobel, Bernhard Egger, Srikrishna Jaganathan, Markus Kowarschik, Andreas Maier

Comments: 7 pages, 3 figures, Accepted for Bildverarbeitung für die Medizin 2021

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

[133] arXiv:2102.02914 [pdf, other]

Title: MPC-Based Hierarchical Control of a Multi-Zone Commercial HVAC System

Naren Srivaths Raman, Rahul Umashankar Chaturvedi, Zhong Guo, Prabir Barooah

Subjects: Systems and Control (eess.SY)

[134] arXiv:2102.02953 [pdf, other]

Title: On Controllability and Persistency of Excitation in Data-Driven Control: Extensions of Willems' Fundamental Lemma

Yue Yu, Shahriar Talebi, Henk J. van Waarde, Ufuk Topcu, Mehran Mesbahi, Behçet Açıkmeşe

Subjects: Systems and Control (eess.SY)

[135] arXiv:2102.02987 [pdf, other]

Title: ULA Fitting for Sparse Array Design

Wanlu Shi, Sergiy A. Vorobyov, Yingsong Li

Subjects: Signal Processing (eess.SP)

[136] arXiv:2102.02993 [pdf, other]

Title: LoRD-Net: Unfolded Deep Detection Network with Low-Resolution Receivers

Shahin Khobahi, Nir Shlezinger, Mojtaba Soltanalian, Yonina C. Eldar

Subjects: Signal Processing (eess.SP); Machine Learning (cs.LG); Optimization and Control (math.OC)

[137] arXiv:2102.02998 [pdf, other]

Title: Beam-Guided TasNet: An Iterative Speech Separation Framework with Multi-Channel Output

Hangting Chen, Yang Yi, Dang Feng, Pengyuan Zhang

Comments: Submitted to Inerspeech 2022

Subjects: Audio and Speech Processing (eess.AS)

[138] arXiv:2102.03109 [pdf, other]

Title: Estimation of Microphone Clusters in Acoustic Sensor Networks using Unsupervised Federated Learning

Alexandru Nelus, Rene Glitza, Rainer Martin

Comments: Accepted at ICASSP 2021

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

[139] arXiv:2102.03111 [pdf, other]

Title: 3D Medical Multi-modal Segmentation Network Guided by Multi-source Correlation Constraint

Tongxue Zhou, Stéphane Canu, Pierre Vera, Su Ruan

Comments: 8 pages, 8 figures

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

[140] arXiv:2102.03130 [pdf, other]

Title: Improving CSI-based Massive MIMO Indoor Positioning using Convolutional Neural Network

Gregor Cerar, Aleš Švigelj, Mihael Mohorčič, Carolina Fortuna, Tomaž Javornik

Comments: 6 pages, 4 figures, 19 subfigures

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

[141] arXiv:2102.03166 [pdf, other]

Title: Lexical and syntactic gemination in Italian consonants -- Does a geminate Italian consonant consist of a repeated or a strengthened consonant?

Maria Gabriella Di Benedetto, Stefanie Shattuck-Hufnagel, Luca De Nardis, Sara Budoni, Javier Arango, Ian Chan, Alec DeCaprio

Comments: Under revision at The Journal of the Acoustical Society of America

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

[142] arXiv:2102.03215 [pdf, other]

Title: Security Assessment and Impact Analysis of Cyberattacks in Integrated T&D Power Systems

Ioannis Zografopoulos, Charalambos Konstantinou, Nektarios Georgios Tsoutsos, Dan Zhu, Robert Broadwater

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

[143] arXiv:2102.03216 [pdf, other]

Title: Intermediate Loss Regularization for CTC-based Speech Recognition

Jaesong Lee, Shinji Watanabe

Comments: Accepted at ICASSP 2021

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

[144] arXiv:2102.03268 [pdf, other]

Title: Indirect Domain Shift for Single Image Dehazing

Huan Liu, Jun Chen

Subjects: Image and Video Processing (eess.IV)

[145] arXiv:2102.03278 [pdf, other]

Title: Recent Development in Disease Diagnosis by Information, Communication and Technology

Shabana Urooj, Astha Sharma, Chitransh Sinha, Fadwa Alrowais

Comments: 5 pages, 3 figures, 3 tables

Subjects: Signal Processing (eess.SP)

[146] arXiv:2102.03281 [pdf, other]

Title: Automated brainstem parcellation using multi-atlas segmentation and deep neural network

Magnus Magnusson, Askell Love, Lotta M. Ellingsen

Comments: Accepted to SPIE Medical Imaging 2021

Subjects: Image and Video Processing (eess.IV)

[147] arXiv:2102.03327 [pdf, other]

Title: Symbolic Models for Infinite Networks of Control Systems: A Compositional Approach

Siyuan Liu, Navid Noroozi, Majid Zamani

Journal-ref: Nonlinear Analysis: Hybrid Systems, vol. 43, December 2021

Subjects: Systems and Control (eess.SY)

[148] arXiv:2102.03350 [pdf, other]

Title: Probabilistic RF-Assisted Camera Wake-Up through Self-Supervised Gaussian Process Regression

Luca Varotto, Angelo Cenedese

Comments: 6 pages, 4 figures, 2 tables, accepted at MED 2021

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

[149] arXiv:2102.03351 [pdf, other]

Title: Estimating indoor occupancy through low-cost BLE devices

Florenc Demrozi, Cristian Turetta, Fabio Chiarani, Philipp H. Kindt, Graziano Pravadelli

Comments: 7 Tabels, 2 Figures, 9 Pages

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

[150] arXiv:2102.03352 [pdf, other]

Title: Temporal convolutional networks and transformers for classifying the sleep stage in awake or asleep using pulse oximetry signals

Ramiro Casal, Leandro E. Di Persia, Gastón Schlotthauer

Comments: 13 pages, 4 figures

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