Electrical Engineering and Systems Science

Authors and titles for September 2021

[701] arXiv:2109.00342 (cross-list from cs.RO) [pdf, other]

Title: Adaptive Controllers for Quadrotors Carrying Unknown Payloads

Viswa Narayanan Sankaranarayanan

Comments: IROS 2020, OCAM 2020

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

[702] arXiv:2109.00354 (cross-list from cs.IT) [pdf, other]

Title: Outage Analysis and Beamwidth Optimization for Positioning-Assisted Beamforming

Bingcheng Zhu, Zaichen Zhang, Julian Cheng

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

[703] arXiv:2109.00356 (cross-list from cs.CV) [pdf, other]

Title: The University of California San Francisco Preoperative Diffuse Glioma MRI (UCSF-PDGM) Dataset

Evan Calabrese, Javier E. Villanueva-Meyer, Jeffrey D. Rudie, Andreas M. Rauschecker, Ujjwal Baid, Spyridon Bakas, Soonmee Cha, John T. Mongan, Christopher P. Hess

Comments: 7 pages, 2 figures, 2 tables

Journal-ref: Radiology: Artificial Intelligence 4.6 (2022): e220058

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

[704] arXiv:2109.00393 (cross-list from cs.NE) [pdf, other]

Title: Mean absorption estimation from room impulse responses using virtually supervised learning

Cédric Foy (UMRAE ), Antoine Deleforge (MULTISPEECH), Diego Di Carlo (PANAMA)

Journal-ref: Journal of the Acoustical Society of America, Acoustical Society of America, 2021, 150 (2), pp.1286-1299

Subjects: Neural and Evolutionary Computing (cs.NE); Sound (cs.SD); Audio and Speech Processing (eess.AS); Classical Physics (physics.class-ph)

[705] arXiv:2109.00440 (cross-list from cs.IT) [pdf, other]

Title: A Novel ISAC Transmission Framework based on Spatially-Spread Orthogonal Time Frequency Space Modulation

Shuangyang Li, Weijie Yuan, Chang Liu, Zhiqiang Wei, Jinhong Yuan, Baoming Bai, Derrick Wing Kwan Ng

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

[706] arXiv:2109.00455 (cross-list from math.OC) [pdf, other]

Title: On the Tightness of Convex Optimal Power Flow Model Based on Power Loss Relaxation

Zhao Yuan

Comments: 5 pages accepted by 2021 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)

Journal-ref: 2021 IEEE PES Innovative Smart Grid Technologies Conference Europe (ISGT Europe)

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

[707] arXiv:2109.00481 (cross-list from cs.RO) [pdf, other]

Title: Autonomous Cooperative Multi-Vehicle System for Interception of Aerial and Stationary Targets in Unknown Environments

Lima Agnel Tony, Shuvrangshu Jana, Varun V. P., Aashay Anil Bhise, Aruul Mozhi Varman S., Vidyadhara B. V., Mohitvishnu S. Gadde, Raghu Krishnapuram, Debasish Ghose

Comments: Accepted for publication at Springer Field Robotics journal

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

[708] arXiv:2109.00516 (cross-list from cs.LG) [pdf, other]

Title: Multistage Pruning of CNN Based ECG Classifiers for Edge Devices

Xiaolin Li, Rajesh Panicker, Barry Cardiff, Deepu John

Comments: 4 pages

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

[709] arXiv:2109.00577 (cross-list from cs.LG) [pdf, other]

Title: FaVoA: Face-Voice Association Favours Ambiguous Speaker Detection

Hugo Carneiro, Cornelius Weber, Stefan Wermter

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

[710] arXiv:2109.00594 (cross-list from cs.LG) [pdf, other]

Title: Wearable-based Classification of Running Styles with Deep Learning

Setareh Rahimi Taghanaki, Michael Rainbow, Ali Etemad

Comments: This paper is accepted to the 17th IEEE-EMBS International Conference on Wearable and Implantable Body Sensor Networks (BSN), 2021

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

[711] arXiv:2109.00595 (cross-list from math.OC) [pdf, other]

Title: Boundary and Taxonomy of Integrator Reach Sets

Shadi Haddad, Abhishek Halder

Comments: arXiv admin note: text overlap with arXiv:2102.11423

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

[712] arXiv:2109.00621 (cross-list from cs.IT) [pdf, other]

Title: Grassmannian Constellation Design for Noncoherent MIMO Systems Using Autoencoders

Xiaotian Fu, Didier Le Ruyet

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

[713] arXiv:2109.00630 (cross-list from cs.SD) [pdf, other]

Title: A Novel Multi-Centroid Template Matching Algorithm and Its Application to Cough Detection

Shibo Zhang, Ebrahim Nemati, Tousif Ahmed, Md Mahbubur Rahman, Jilong Kuang, Alex Gao

Subjects: Sound (cs.SD); Human-Computer Interaction (cs.HC); Machine Learning (cs.LG); Audio and Speech Processing (eess.AS)

[714] arXiv:2109.00641 (cross-list from math.OC) [pdf, other]

Title: An Algorithm for Local Transverse Feedback Linearization

Rollen S. D'Souza, Christopher Nielsen

Comments: 25 pages, 2 figures, 1 algorithm. Resubmitted to SIAM Journal on Control and Optimization

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

[715] arXiv:2109.00646 (cross-list from cs.IT) [pdf, other]

Title: Coverage and Rate Analysis in Coexisting Terahertz and RF Finite Wireless Networks

Nour Kouzayha, Mustafa A. Kishk, Hadi Sarieddeen, Tareq Y. Al-Naffouri, Mohamed-Slim Alouini

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

[716] arXiv:2109.00648 (cross-list from cs.CL) [pdf, other]

Title: The VoicePrivacy 2020 Challenge: Results and findings

Natalia Tomashenko, Xin Wang, Emmanuel Vincent, Jose Patino, Brij Mohan Lal Srivastava, Paul-Gauthier Noé, Andreas Nautsch, Nicholas Evans, Junichi Yamagishi, Benjamin O'Brien, Anaïs Chanclu, Jean-François Bonastre, Massimiliano Todisco, Mohamed Maouche

Comments: Submitted to the Special Issue on Voice Privacy (Computer Speech and Language Journal - Elsevier); under review

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

[717] arXiv:2109.00663 (cross-list from cs.SD) [pdf, other]

Title: Controllable deep melody generation via hierarchical music structure representation

Shuqi Dai, Zeyu Jin, Celso Gomes, Roger B. Dannenberg

Comments: 6 pages, 9 figures, in Proc. of the 22nd Int. Society for Music Information Retrieval Conf.,Online, 2021

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

[718] arXiv:2109.00704 (cross-list from cs.SD) [pdf, other]

Title: Multichannel Audio Source Separation with Independent Deeply Learned Matrix Analysis Using Product of Source Models

Takuya Hasumi, Tomohiko Nakamura, Norihiro Takamune, Hiroshi Saruwatari, Daichi Kitamura, Yu Takahashi, Kazunobu Kondo

Comments: 8 pages, 5 figures, accepted for Asia-Pacific Signal and Information Processing Association Annual Summit and Conference 2021 (APSIPA ASC 2021)

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

[719] arXiv:2109.00740 (cross-list from cs.MS) [pdf, other]

Title: dbcsp: User-friendly R package for Distance-Based Common Spacial Patterns

Itsaso Rodriguez, Itziar Irigoien, Basilio Sierra, Concepcion Arenas

Subjects: Mathematical Software (cs.MS); Signal Processing (eess.SP)

[720] arXiv:2109.00748 (cross-list from cs.SD) [pdf, other]

Title: Binaural Audio Generation via Multi-task Learning

Sijia Li, Shiguang Liu, Dinesh Manocha

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

[721] arXiv:2109.00821 (cross-list from cs.IT) [pdf, other]

Title: Sensing and Classification Using Massive MIMO: A Tensor Decomposition-Based Approach

B. R. Manoj, Guoda Tian, Sara Gunnarsson, Fredrik Tufvesson, Erik G. Larsson

Comments: accepted for publication in IEEE Wireless Communications Letters

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

[722] arXiv:2109.00910 (cross-list from cs.IT) [pdf, other]

Title: Energy-limited Joint Source--Channel Coding via Analog Pulse Position Modulation

Omri Lev, Anatoly Khina

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

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

[723] arXiv:2109.00974 (cross-list from math.OC) [pdf, other]

Title: Root-max Problems, Hybrid Expansion-Contraction, and Quadratically Convergent Optimization of Passive Systems

Tim Mitchell, Paul Van Dooren

Comments: Revision #1

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

[724] arXiv:2109.00998 (cross-list from cs.IT) [pdf, other]

Title: Waveform Learning for Next-Generation Wireless Communication Systems

Fayçal Ait Aoudia, Jakob Hoydis

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

[725] arXiv:2109.01040 (cross-list from math.OC) [pdf, other]

Title: Inverse linear-quadratic discrete-time finite-horizon optimal control for indistinguishable homogeneous agents: a convex optimization approach

Han Zhang, Axel Ringh

Comments: 16 pages, 3 figures. Revision; in particular, somewhat larger updates to sections 3 and 6

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

[726] arXiv:2109.01105 (cross-list from cs.LG) [pdf, other]

Title: Solving Inverse Problems with Conditional-GAN Prior via Fast Network-Projected Gradient Descent

Muhammad Fadli Damara, Gregor Kornhardt, Peter Jung

Comments: 13 pages, 8 figures

Subjects: Machine Learning (cs.LG); Information Theory (cs.IT); Signal Processing (eess.SP); Machine Learning (stat.ML)

[727] arXiv:2109.01184 (cross-list from cs.CV) [pdf, other]

Title: Remote Multilinear Compressive Learning with Adaptive Compression

Dat Thanh Tran, Moncef Gabbouj, Alexandros Iosifidis

Comments: 2 figures, 6 tables

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

[728] arXiv:2109.01208 (cross-list from math.OC) [pdf, other]

Title: Online Distributed Optimization in Radial Power Distribution Systems: Closed-Form Expressions

Rabayet Sadnan, Tom Asaki, Anamika Dubey

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

[729] arXiv:2109.01235 (cross-list from cs.CV) [pdf, other]

Title: DeepTracks: Geopositioning Maritime Vehicles in Video Acquired from a Moving Platform

Jianli Wei, Guanyu Xu, Alper Yilmaz

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

[730] arXiv:2109.01239 (cross-list from cs.IT) [pdf, other]

Title: A Max-Min Task Offloading Algorithm for Mobile Edge Computing Using Non-Orthogonal Multiple Access

Vaibhav Kumar, Muhammad Fainan Hanif, Markku Juntti, Le-Nam Tran

Comments: 5 pages, 5 figures

Journal-ref: IEEE Transactions on Vehicular Technology, vol. 72, no. 9, pp. 12332-12337, Sept. 2023

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

[731] arXiv:2109.01255 (cross-list from cs.LG) [pdf, other]

Title: Provably Safe Model-Based Meta Reinforcement Learning: An Abstraction-Based Approach

Xiaowu Sun, Wael Fatnassi, Ulices Santa Cruz, Yasser Shoukry

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

[732] arXiv:2109.01258 (cross-list from cs.LG) [pdf, other]

Title: Estimating Demand Flexibility Using Siamese LSTM Neural Networks

Guangchun Ruan, Daniel S. Kirschen, Haiwang Zhong, Qing Xia, Chongqing Kang

Comments: Author copy of the manuscript submitted to IEEE Trans on Power Systems

Journal-ref: IEEE Transactions on Power Systems, 2022

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

[733] arXiv:2109.01335 (cross-list from cs.IT) [pdf, other]

Title: Low-Latency and Secure Computation Offloading Assisted by Hybrid Relay-Reflecting Intelligent Surface

Khac-Hoang Ngo, Nhan Thanh Nguyen, Thinh Quang Dinh, Trong-Minh Hoang, Markku Juntti

Comments: 6 pages, accepted to 2021 International Conference On Advanced Technologies For Communications

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

[734] arXiv:2109.01368 (cross-list from math.OC) [pdf, other]

Title: The full Low-carbon Expansion Generation Optimization (LEGO) model

Sonja Wogrin, Diego A. Tejada-Arango, Udo Bachhiesl, Benjamin F. Hobbs

Comments: out of date

Subjects: Optimization and Control (math.OC); Computational Engineering, Finance, and Science (cs.CE); Mathematical Software (cs.MS); Systems and Control (eess.SY)

[735] arXiv:2109.01520 (cross-list from cs.IT) [pdf, other]

Title: Optimizing the Energy Efficiency of Unreliable Memories for Quantized Kalman Filtering

Jonathan Kern, Elsa Dupraz, Abdeldjalil Aïssa-El-Bey, Lav R. Varshney, François Leduc-Primeau

Comments: 29 pages, 8 figures, Submitted to IEEE Transactions on Signal Processing

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

[736] arXiv:2109.01654 (cross-list from cs.LG) [pdf, other]

Title: Multi-agent Natural Actor-critic Reinforcement Learning Algorithms

Prashant Trivedi, Nandyala Hemachandra

Comments: A very high-level summary of our revision is: In Section 3.5, we theoretically prove that the objective function value from the deterministic variant of MAN algorithms dominates that of the MAAC algorithm under some minimal conditions. It relies on the Lemma 2 of our paper: the minimum singular value of the Fisher information matrix is well within the reciprocal of the policy parameter dimension

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

[737] arXiv:2109.01655 (cross-list from cs.CV) [pdf, other]

Title: Instabilities in Plug-and-Play (PnP) algorithms from a learned denoiser

Abinash Nayak

Comments: arXiv admin note: text overlap with arXiv:2106.07795

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

[738] arXiv:2109.01658 (cross-list from cs.LG) [pdf, other]

Title: Artificial Intelligence in Dry Eye Disease

Andrea M. Storås, Inga Strümke, Michael A. Riegler, Jakob Grauslund, Hugo L. Hammer, Anis Yazidi, Pål Halvorsen, Kjell G. Gundersen, Tor P. Utheim, Catherine Jackson

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

[739] arXiv:2109.01659 (cross-list from cs.LG) [pdf, other]

Title: Reinforcement Learning for Battery Energy Storage Dispatch augmented with Model-based Optimizer

Gayathri Krishnamoorthy, Anamika Dubey

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

[740] arXiv:2109.01663 (cross-list from cs.CV) [pdf, other]

Title: Global-Local Transformer for Brain Age Estimation

Sheng He, P. Ellen Grant, Yangming Ou

Comments: To appear: IEEE Transactions on Medical Imaging

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

[741] arXiv:2109.01669 (cross-list from cs.LG) [pdf, other]

Title: Multimodal Detection of COVID-19 Symptoms using Deep Learning & Probability-based Weighting of Modes

Meysam Effati, Yu-Chen Sun, Hani E. Naguib, Goldie Nejat

Comments: 5 Pages, 1 Figure, To appear in The 7th International Conference on Wireless and Mobile Computing, Networking and Communication (IEEE eHPWAS - 17th IEEE WiMob - rank B), 2021

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

[742] arXiv:2109.01696 (cross-list from cs.CV) [pdf, other]

Title: Revisiting 3D ResNets for Video Recognition

Xianzhi Du, Yeqing Li, Yin Cui, Rui Qian, Jing Li, Irwan Bello

Comments: 6 pages

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

[743] arXiv:2109.01733 (cross-list from cs.CV) [pdf, other]

Title: F3S: Free Flow Fever Screening

Kunal Rao, Giuseppe Coviello, Min Feng, Biplob Debnath, Wang-Pin Hsiung, Murugan Sankaradas, Yi Yang, Oliver Po, Utsav Drolia, Srimat Chakradhar

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

[744] arXiv:2109.01766 (cross-list from cs.CR) [pdf, other]

Title: SEC4SR: A Security Analysis Platform for Speaker Recognition

Guangke Chen, Zhe Zhao, Fu Song, Sen Chen, Lingling Fan, Yang Liu

Subjects: Cryptography and Security (cs.CR); Machine Learning (cs.LG); Multimedia (cs.MM); Sound (cs.SD); Audio and Speech Processing (eess.AS)

[745] arXiv:2109.01817 (cross-list from cs.IT) [pdf, other]

Title: Low SNR Capacity of Keyhole MIMO Channel in Nakagami-m Fading With Full CSI

Kamal Singh, Chandradeep Singh, Kuang-Hao Liu

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

[746] arXiv:2109.01879 (cross-list from cs.CV) [pdf, other]

Title: Moving Object Detection for Event-based Vision using k-means Clustering

Anindya Mondal, Mayukhmali Das

Comments: Nine pages, five figures, Published in 2021 IEEE 8th Uttar Pradesh Section International Conference on Electrical, Electronics and Computer Engineering (UPCON)

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

[747] arXiv:2109.01948 (cross-list from cs.SD) [pdf, other]

Title: Network Modulation Synthesis: New Algorithms for Generating Musical Audio Using Autoencoder Networks

Jeremy Hyrkas

Comments: accepted to the International Computer Music Conference 2021 (2020 Selected Papers)

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

[748] arXiv:2109.01949 (cross-list from cs.LG) [pdf, other]

Title: Improving Joint Learning of Chest X-Ray and Radiology Report by Word Region Alignment

Zhanghexuan Ji, Mohammad Abuzar Shaikh, Dana Moukheiber, Sargur Srihari, Yifan Peng, Mingchen Gao

Comments: 10 Pages, 1 Figure, 3 Tables, Accepted in 12th Machine Learning in Medical Imaging (MLMI 2021) workshop

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

[749] arXiv:2109.01955 (cross-list from cs.IT) [pdf, other]

Title: Iterative Threshold Decoding of Spatially Coupled, Parallel-Concatenated Codes

Andrew D. Cummins, David G. M. Mitchell, Daniel J. Costello Jr

Comments: 5 pages, 6 figures, for inclusion in the 2021 International Symposium on Topics in Coding

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

[750] arXiv:2109.01971 (cross-list from cs.NI) [pdf, other]

Title: Horizontal and Vertical Collaboration for VR Delivery in MEC-Enabled Small-Cell Networks

Zhuojia Gu, Hancheng Lu, Chenkai Zou

Comments: 5 pages, 5 figures

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