Electrical Engineering and Systems Science

Authors and titles for May 2021

[801] arXiv:2105.06085 (cross-list from math.OC) [pdf, other]

Title: A Low-Complexity Multi-Survivor Dynamic Programming for Constrained Discrete Optimization

I. Zakir Ahmed, Hamid Sadjadpour, Shahram Yousefi

Journal-ref: 2020 IEEE Latin-American Conference on Communications (LATINCOM)

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

[802] arXiv:2105.06107 (cross-list from cs.SD) [pdf, other]

Title: Multi-target DoA Estimation with an Audio-visual Fusion Mechanism

Xinyuan Qian, Maulik Madhavi, Zexu Pan, Jiadong Wang, Haizhou Li

Comments: ICASSP 2021 accepted

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

[803] arXiv:2105.06141 (cross-list from q-bio.QM) [pdf, other]

Title: A hybrid machine learning/deep learning COVID-19 severity predictive model from CT images and clinical data

Matteo Chieregato, Fabio Frangiamore, Mauro Morassi, Claudia Baresi, Stefania Nici, Chiara Bassetti, Claudio Bnà, Marco Galelli

Comments: 16 pages, 10 figures, 2 supplementary tables

Subjects: Quantitative Methods (q-bio.QM); Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Image and Video Processing (eess.IV); Medical Physics (physics.med-ph)

[804] arXiv:2105.06183 (cross-list from cs.CV) [pdf, other]

Title: Adaptive Test-Time Augmentation for Low-Power CPU

Luca Mocerino, Roberto G. Rizzo, Valentino Peluso, Andrea Calimera, Enrico Macii

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

[805] arXiv:2105.06226 (cross-list from cs.IT) [pdf, other]

Title: Robust Beamforming Design and Time Allocation for IRS-assisted Wireless Powered Communication Networks

Zhendong Li, Wen Chen, Qingqing Wu, Huanqing Cao, Kunlun Wang, Jun Li

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

[806] arXiv:2105.06270 (cross-list from cs.LG) [pdf, other]

Title: Group Feature Learning and Domain Adversarial Neural Network for aMCI Diagnosis System Based on EEG

Chen-Chen Fan, Haiqun Xie, Liang Peng, Hongjun Yang, Zhen-Liang Ni, Guan'an Wang, Yan-Jie Zhou, Sheng Chen, Zhijie Fang, Shuyun Huang, Zeng-Guang Hou

Comments: This paper has been accepted by 2021 International Conference on Robotics and Automation (ICRA 2021)

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

[807] arXiv:2105.06284 (cross-list from cs.IT) [pdf, other]

Title: Ergodic Capacity of High Throughput Satellite Systems With Mixed FSO-RF Transmission

Kong Huaicong, Lin Min, Wang Zining, Ouyang Jian, Cheng Julian

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

[808] arXiv:2105.06288 (cross-list from cs.LG) [pdf, other]

Title: Anomaly Detection via Controlled Sensing and Deep Active Inference

Geethu Joseph, Chen Zhong, M. Cenk Gursoy, Senem Velipasalar, Pramod K. Varshney

Comments: 6 pages,9 figures

Journal-ref: Globecom 2020

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

[809] arXiv:2105.06289 (cross-list from cs.LG) [pdf, other]

Title: A Scalable Algorithm for Anomaly Detection via Learning-Based Controlled Sensing

Geethu Joseph, M. Cenk Gursoy, Pramod K. Varshney

Comments: 6 pages, 8 figures

Journal-ref: ICC 2021

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

[810] arXiv:2105.06355 (cross-list from cs.SD) [pdf, other]

Title: Audio Captioning with Composition of Acoustic and Semantic Information

Ayşegül Özkaya Eren, Mustafa Sert

Comments: Accepted for publication in International Journal of Semantic Computing. arXiv admin note: substantial text overlap with arXiv:2006.03391

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

[811] arXiv:2105.06501 (cross-list from cs.RO) [pdf, other]

Title: Kinematic control design for wheeled mobile robots with longitudinal and lateral slip

Thiago B. Burghi, Juliano G. Iossaqui, Juan F. Camino

Journal-ref: International Journal of Adaptive Control and Signal Processing, 2024; 1-27

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

[812] arXiv:2105.06556 (cross-list from physics.ins-det) [pdf, other]

Title: On Development of Efficient Data Acquisition Systems and Parameter Extraction Technique for DFB Lasers

Dao Thanh Hai, Le Anh Ngoc, Vu Ngoc Cham, Nguyen Quoc Cuong

Comments: 6 pages, 7 figures, 2 tables, accepted to The Sixth International Conference on Research in Intelligent Computing in Engineering (RICE-2021)

Subjects: Instrumentation and Detectors (physics.ins-det); Signal Processing (eess.SP)

[813] arXiv:2105.06634 (cross-list from cs.IT) [pdf, other]

Title: Fast Ambiguous DOA Elimination Method of DOA Measurement for Hybrid Massive MIMO Receiver

Nuo Chen, Xinyi Jiang, Baihua Shi, Yin Teng, Jinhui Lu, Feng Shu, Jun Zou, Jun Li, Jiangzhou Wang

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

[814] arXiv:2105.06658 (cross-list from cs.NI) [pdf, other]

Title: Hybrid Device-to-Device and Device-to-Vehicle Networks for Energy-Efficient Emergency Communications

Zhengrui Huang

Comments: 12 pages

Subjects: Networking and Internet Architecture (cs.NI); Signal Processing (eess.SP)

[815] arXiv:2105.06692 (cross-list from cs.RO) [pdf, other]

Title: Fusion of Heterogeneous Friction Estimates for Traction Adaptive Motion Planning and Control

Lars Svensson, Martin Törngren

Comments: 13 pages, 4 figures

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

[816] arXiv:2105.06697 (cross-list from math.OC) [pdf, other]

Title: Innovation Compression for Communication-efficient Distributed Optimization with Linear Convergence

Jiaqi Zhang, Keyou You, Lihua Xie

Comments: 14 pages

Subjects: Optimization and Control (math.OC); Distributed, Parallel, and Cluster Computing (cs.DC); Machine Learning (cs.LG); Signal Processing (eess.SP); Systems and Control (eess.SY)

[817] arXiv:2105.06775 (cross-list from cs.CV) [pdf, other]

Title: Exploring the Intrinsic Probability Distribution for Hyperspectral Anomaly Detection

Shaoqi Yu, Xiaorun Li, Shuhan Chen, Liaoying Zhao

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

[818] arXiv:2105.06808 (cross-list from cs.CV) [pdf, other]

Title: Waste detection in Pomerania: non-profit project for detecting waste in environment

Sylwia Majchrowska, Agnieszka Mikołajczyk, Maria Ferlin, Zuzanna Klawikowska, Marta A. Plantykow, Arkadiusz Kwasigroch, Karol Majek

Comments: Litter detection, Waste detection, Object detection

Journal-ref: Waste Management, Volume 138, 1 February 2022, Pages 274-284

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

[819] arXiv:2105.06812 (cross-list from cs.NI) [pdf, other]

Title: 3.5 GHz Coverage Assessment with a 5G Testbed

Adrian Schumacher, Ruben Merz, Andreas Burg

Comments: Published at 2019 IEEE 89th Vehicular Technology Conference (VTC2019-Spring)

Journal-ref: 2019 IEEE 89th Vehicular Technology Conference (VTC2019-Spring)

Subjects: Networking and Internet Architecture (cs.NI); Signal Processing (eess.SP)

[820] arXiv:2105.06860 (cross-list from cs.IT) [pdf, other]

Title: A Tutorial to Sparse Code Multiple Access

Saumya Chaturvedi, Zilong Liu, Vivek Ashok Bohara, Anand Srivastava, Pei Xiao

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

[821] arXiv:2105.06898 (cross-list from cs.NI) [pdf, other]

Title: Delivering Gigabit Capacities to Passenger Trains Tales from an Operator on the Road to 5G

Nima Jamaly, Stefan Mauron, Ruben Merz, Adrian Schumacher, Daniel Wenger

Comments: Published in IEEE Communications Magazine (Volume: 57, Issue: 9, September 2019)

Journal-ref: IEEE Communications Magazine (Volume: 57, Issue: 9, September 2019)

Subjects: Networking and Internet Architecture (cs.NI); Signal Processing (eess.SP)

[822] arXiv:2105.06911 (cross-list from cs.NI) [pdf, other]

Title: Adding Indoor Capacity Without Fiber Backhaul: A mmWave Bridge Prototype

Adrian Schumacher, Ruben Merz, Andreas Burg

Comments: To be published in IEEE Communications Magazine (Volume: 59, Issue: 4, April 2021)

Subjects: Networking and Internet Architecture (cs.NI); Signal Processing (eess.SP)

[823] arXiv:2105.06934 (cross-list from cs.LG) [pdf, other]

Title: Deep learned SVT: Unrolling singular value thresholding to obtain better MSE

Siva Shanmugam, Sheetal Kalyani

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

[824] arXiv:2105.07019 (cross-list from cs.SD) [pdf, other]

Title: Chord Recognition- Music and Audio Information Retrieval

Shah Riya Chiragkumar

Comments: work in progress

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

[825] arXiv:2105.07031 (cross-list from cs.SD) [pdf, other]

Title: The Benefit Of Temporally-Strong Labels In Audio Event Classification

Shawn Hershey, Daniel P W Ellis, Eduardo Fonseca, Aren Jansen, Caroline Liu, R Channing Moore, Manoj Plakal

Comments: Accepted for publication at ICASSP 2021

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

[826] arXiv:2105.07037 (cross-list from cs.CR) [pdf, other]

Title: Information Theoretic Key Agreement Protocol based on ECG signals

Anna V. Guglielmi, Alberto Muraro, Giulia Cisotto, Nicola Laurenti

Subjects: Cryptography and Security (cs.CR); Computers and Society (cs.CY); Signal Processing (eess.SP)

[827] arXiv:2105.07052 (cross-list from cs.NI) [pdf, other]

Title: Slicing-Based AI Service Provisioning on Network Edge

Mushu Li, Jie Gao, Conghao Zhou, Xuemin (Sherman)Shen, Weihua Zhuang

Comments: 8 pages, 6 figures, Submitted to IEEE Vehicular Technology Magazine

Subjects: Networking and Internet Architecture (cs.NI); Systems and Control (eess.SY)

[828] arXiv:2105.07059 (cross-list from cs.CV) [pdf, other]

Title: Momentum Contrastive Voxel-wise Representation Learning for Semi-supervised Volumetric Medical Image Segmentation

Chenyu You, Ruihan Zhao, Lawrence Staib, James S. Duncan

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

[829] arXiv:2105.07102 (cross-list from cs.LG) [pdf, other]

Title: Lightweight Compression of Intermediate Neural Network Features for Collaborative Intelligence

Robert A. Cohen, Hyomin Choi, Ivan V. Bajić

Comments: Accepted for publication in IEEE Open Journal of Circuits and Systems

Journal-ref: IEEE Open Journal of Circuits and Systems, vol. 2, 13 May 2021, pp. 350-362

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

[830] arXiv:2105.07131 (cross-list from cs.AR) [pdf, other]

Title: Hardware Synthesis of State-Space Equations; Application to FPGA Implementation of Shallow and Deep Neural Networks

Amir-Hossein Kiamarzi, Pezhman Torabi, Reza Sameni

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

[831] arXiv:2105.07135 (cross-list from cs.MM) [pdf, other]

Title: Analyzing Images for Music Recommendation

Anant Baijal, Vivek Agarwal, Danny Hyun

Comments: IEEE International Conference on Consumer Electronics (IEEE ICCE 2021)

Subjects: Multimedia (cs.MM); Artificial Intelligence (cs.AI); Sound (cs.SD); Audio and Speech Processing (eess.AS); Image and Video Processing (eess.IV)

[832] arXiv:2105.07142 (cross-list from cs.CV) [pdf, other]

Title: Move2Hear: Active Audio-Visual Source Separation

Sagnik Majumder, Ziad Al-Halah, Kristen Grauman

Comments: Accepted to ICCV 2021

Subjects: Computer Vision and Pattern Recognition (cs.CV); Machine Learning (cs.LG); Robotics (cs.RO); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[833] arXiv:2105.07183 (cross-list from math.OC) [pdf, other]

Title: Delay Robustness of Consensus Algorithms: Beyond The Uniform Connectivity (Extended Version)

Anton V. Proskurnikov, Giuseppe Carlo Calafiore

Comments: a shortened version is submitted to IEEE TAC

Subjects: Optimization and Control (math.OC); Multiagent Systems (cs.MA); Systems and Control (eess.SY); Dynamical Systems (math.DS); Adaptation and Self-Organizing Systems (nlin.AO)

[834] arXiv:2105.07196 (cross-list from cs.LG) [pdf, other]

Title: Joint learning of multiple Granger causal networks via non-convex regularizations: Inference of group-level brain connectivity

Parinthorn Manomaisaowapak, Jitkomut Songsiri

Comments: 23 pages, 9 figures, 3 tables, Comments: Title changed, Math expression corrected in the formulation and algorithm section, More references and discussions are added to explain difficulties in the convergence analysis

Subjects: Machine Learning (cs.LG); Signal Processing (eess.SP); Neurons and Cognition (q-bio.NC)

[835] arXiv:2105.07209 (cross-list from cs.CV) [pdf, other]

Title: Aerial-PASS: Panoramic Annular Scene Segmentation in Drone Videos

Lei Sun, Jia Wang, Kailun Yang, Kaikai Wu, Xiangdong Zhou, Kaiwei Wang, Jian Bai

Comments: Our dataset will be made publicly available at: this http URL

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

[836] arXiv:2105.07302 (cross-list from cs.SD) [pdf, other]

Title: 1D CNN Architectures for Music Genre Classification

Safaa Allamy, Alessandro Lameiras Koerich

Comments: 6 pages

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

[837] arXiv:2105.07310 (cross-list from math.OC) [pdf, other]

Title: Regret Analysis of Distributed Online LQR Control for Unknown LTI Systems

Ting-Jui Chang, Shahin Shahrampour

Comments: arXiv admin note: substantial text overlap with arXiv:2009.13749

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

[838] arXiv:2105.07319 (cross-list from cs.CL) [pdf, other]

Title: The Volctrans Neural Speech Translation System for IWSLT 2021

Chengqi Zhao, Zhicheng Liu, Jian Tong, Tao Wang, Mingxuan Wang, Rong Ye, Qianqian Dong, Jun Cao, Lei Li

Comments: IWSLT 2021

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

[839] arXiv:2105.07322 (cross-list from cs.CV) [pdf, other]

Title: Unsupervised Super-Resolution of Satellite Imagery for High Fidelity Material Label Transfer

Arthita Ghosh, Max Ehrlich, Larry Davis, Rama Chellappa

Comments: Published in the proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium

Journal-ref: IGARSS (2019), 5144-5147

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

[840] arXiv:2105.07351 (cross-list from cs.AI) [pdf, other]

Title: Model-Based Offline Planning with Trajectory Pruning

Xianyuan Zhan, Xiangyu Zhu, Haoran Xu

Comments: Accepted in IJCAI-ECAI 22

Journal-ref: In 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 22), 2022

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

[841] arXiv:2105.07362 (cross-list from cs.IT) [pdf, other]

Title: Rate-Splitting Multiple Access for Downlink Multiuser MIMO: Precoder Optimization and PHY-Layer Design

Anup Mishra, Yijie Mao, Onur Dizdar, Bruno Clerckx

Comments: Submitted to journals for publication

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

[842] arXiv:2105.07364 (cross-list from cs.CV) [pdf, other]

Title: BDANet: Multiscale Convolutional Neural Network with Cross-directional Attention for Building Damage Assessment from Satellite Images

Yu Shen, Sijie Zhu, Taojiannan Yang, Chen Chen, Delu Pan, Jianyu Chen, Liang Xiao, Qian Du

Comments: arXiv admin note: text overlap with arXiv:2010.14014

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

[843] arXiv:2105.07401 (cross-list from math.OC) [pdf, other]

Title: Dissipativity and Integral Quadratic Constraints, Tailored computational robustness tests for complex interconnections

Carsten Scherer

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

[844] arXiv:2105.07405 (cross-list from math.OC) [pdf, other]

Title: Robust optimal policies for team Markov games

Feng Huang, Ming Cao, Long Wang

Comments: under review

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

[845] arXiv:2105.07512 (cross-list from cs.CV) [pdf, other]

Title: Substitutional Neural Image Compression

Xiao Wang, Wei Jiang, Wei Wang, Shan Liu, Brian Kulis, Peter Chin

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

[846] arXiv:2105.07522 (cross-list from math.NA) [pdf, other]

Title: Sparse system identification by low-rank approximation

Fredy Vides

Subjects: Numerical Analysis (math.NA); Systems and Control (eess.SY); Optimization and Control (math.OC); Adaptation and Self-Organizing Systems (nlin.AO); Pattern Formation and Solitons (nlin.PS)

[847] arXiv:2105.07562 (cross-list from physics.soc-ph) [pdf, other]

Title: Power-grid stability predictions using transferable machine learning

Seong-Gyu Yang, Beom Jun Kim, Seung-Woo Son, Heetae Kim

Comments: 10 pages, 6 figures, 4 tables

Subjects: Physics and Society (physics.soc-ph); Machine Learning (cs.LG); Systems and Control (eess.SY)

[848] arXiv:2105.07566 (cross-list from cs.SD) [pdf, other]

Title: Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification

Hao Xue, Flora D. Salim

Comments: Accepted to ACM KDD 2021

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

[849] arXiv:2105.07579 (cross-list from cs.AI) [pdf, other]

Title: Monitoring electrical systems data-network equipment by means of Fuzzy and Paraconsistent Annotated Logic

Hyghor Miranda Cortes, Paulo Eduardo Santos, Joao Inacio da Silva Filho

Comments: 38 pages; 14 figures; Under submission

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

[850] arXiv:2105.07583 (cross-list from cs.SD) [pdf, other]

Title: It\^oTTS and It\^oWave: Linear Stochastic Differential Equation Is All You Need For Audio Generation

Shoule Wu, Ziqiang Shi

Comments: The generated audio samples are available at this https URL

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