Electrical Engineering and Systems Science

Authors and titles for December 2021

[1001] arXiv:2112.14391 (cross-list from cs.IT) [pdf, other]

Title: Perceptive Mobile Network with Distributed Target Monitoring Terminals: Leaking Communication Energy for Sensing

Lei Xie, Peilan Wang, S.H. Song, Khaled B. Letaief

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

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

[1002] arXiv:2112.14415 (cross-list from math.DS) [pdf, other]

Title: Data-Driven Computational Methods for the Domain of Attraction and Zubov's Equation

Wei Kang, Kai Sun, Liang Xu

Comments: 20 pages, 10 figures

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

[1003] arXiv:2112.14417 (cross-list from cs.AI) [pdf, other]

Title: Control Theoretic Analysis of Temporal Difference Learning

Donghwan Lee, Do Wan Kim

Comments: The contents of this paper have some overlaps with some other arxiv paper we have submitted. Therefore, this paper is redundant in my opinion

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

[1004] arXiv:2112.14420 (cross-list from cs.CV) [pdf, other]

Title: Invertible Image Dataset Protection

Kejiang Chen, Xianhan Zeng, Qichao Ying, Sheng Li, Zhenxing Qian, Xinpeng Zhang

Comments: Submitted to ICME 2022. Authors are from University of Science and Technology of China, Fudan University, China. A potential extended version of this work is under way

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

[1005] arXiv:2112.14433 (cross-list from cs.RO) [pdf, other]

Title: Fully Distributed Informative Planning for Environmental Learning with Multi-Robot Systems

Dohyun Jang, Jaehyun Yoo, Clark Youngdong Son, H. Jin Kim

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

[1006] arXiv:2112.14460 (cross-list from cs.DB) [pdf, other]

Title: Baihe: SysML Framework for AI-driven Databases

Andreas Pfadler, Rong Zhu, Wei Chen, Botong Huang, Tianjing Zeng, Bolin Ding, Jingren Zhou

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

[1007] arXiv:2112.14513 (cross-list from cs.CV) [pdf, other]

Title: Spatial Distribution Patterns of Clownfish in Recirculating Aquaculture Systems

Fahad Aljehani, Ibrahima N'Doye, Micaela S. Justo, John E. Majoris, Michael L. Berumen, Taous-Meriem Laleg-Kirati

Comments: 14 pages, 15 figures

Subjects: Computer Vision and Pattern Recognition (cs.CV); Systems and Control (eess.SY)

[1008] arXiv:2112.14598 (cross-list from cs.IT) [pdf, other]

Title: Distance-Aware Precoding for Near-Field Capacity Improvement

Zidong Wu, Mingyao Cui, Zijian Zhang, Linglong Dai

Comments: 12 pages, twocolumn, 9 figures. The simulation codes will be provided at: this http URL

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

[1009] arXiv:2112.14633 (cross-list from cs.IT) [pdf, other]

Title: Bayesian Compressive Channel Estimation for Hybrid Full-Dimensional MIMO Communications

Hongqing Huang, Peiran Wu, Minghua Xia

Comments: 5 pages, 5 figures, submitted for possible publication

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

[1010] arXiv:2112.14698 (cross-list from cs.IT) [pdf, other]

Title: Asymptotic Learning Requirements for Stealth Attacks on Linearized State Estimation

Ke Sun, Iñaki Esnaola, Antonia M. Tulino, H. Vincent Poor

Comments: accepted by IEEE Transactions on Smart Grid

Subjects: Information Theory (cs.IT); Signal Processing (eess.SP); Systems and Control (eess.SY)

[1011] arXiv:2112.14709 (cross-list from cs.IT) [pdf, other]

Title: Dynamic Channel Access and Power Control in Wireless Interference Networks via Multi-Agent Deep Reinforcement Learning

Ziyang Lu, Chen Zhong, M. Cenk Gursoy

Subjects: Information Theory (cs.IT); Systems and Control (eess.SY)

[1012] arXiv:2112.14719 (cross-list from cs.IT) [pdf, other]

Title: Sets of Low Correlation Sequences from Cyclotomy

Jonathan M. Castello, Daniel J. Katz, Jacob M. King, Alain Olavarrieta

Comments: 52 pages

Subjects: Information Theory (cs.IT); Discrete Mathematics (cs.DM); Signal Processing (eess.SP); Combinatorics (math.CO); Number Theory (math.NT)

[1013] arXiv:2112.14792 (cross-list from cs.NI) [pdf, other]

Title: Graph Neural Networks for Communication Networks: Context, Use Cases and Opportunities

José Suárez-Varela, Paul Almasan, Miquel Ferriol-Galmés, Krzysztof Rusek, Fabien Geyer, Xiangle Cheng, Xiang Shi, Shihan Xiao, Franco Scarselli, Albert Cabellos-Aparicio, Pere Barlet-Ros

Journal-ref: IEEE Network, 2022

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

[1014] arXiv:2112.14838 (cross-list from math.OC) [pdf, html, other]

Title: Analysis and Control of Input-Affine Dynamical Systems using Infinite-Dimensional Robust Counterparts

Jared Miller, Mario Sznaier

Comments: 36 pages, 13 figures, 1 table

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

[1015] arXiv:2112.14842 (cross-list from cs.LG) [pdf, other]

Title: Explainable Signature-based Machine Learning Approach for Identification of Faults in Grid-Connected Photovoltaic Systems

Syed Wali, Irfan Khan

Comments: 6 pages, 9 figures

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

[1016] arXiv:2112.14845 (cross-list from cs.DC) [pdf, other]

Title: Collective Autoscaling for Cloud Microservices

Vighnesh Sachidananda, Anirudh Sivaraman

Subjects: Distributed, Parallel, and Cluster Computing (cs.DC); Systems and Control (eess.SY)

[1017] arXiv:2112.14888 (cross-list from math.OC) [pdf, other]

Title: Parallel Network Flow Allocation in Repeated Routing Games via LQR Optimal Control

Marsalis Gibson, Yiling You, Alexandre Bayen

Comments: 23 pages, 9 figures, TRB submission

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

[1018] arXiv:2112.14930 (cross-list from cs.SD) [pdf, other]

Title: Feature extraction with mel scale separation method on noise audio recordings

Roy Rudolf Huizen, Florentina Tatrin Kurniati

Comments: 10 pages

Journal-ref: IJEECS, Vol. 24, No. 2, pp 815-824 (2021); http://ijeecs.iaescore.com/index.php/IJEECS/article/view/25626

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

[1019] arXiv:2112.14931 (cross-list from cs.CV) [pdf, other]

Title: Dense Depth Estimation from Multiple 360-degree Images Using Virtual Depth

Seongyeop Yang, Kunhee Kim, Yeejin Lee

Comments: 16 pages, 11 figures, Applied Intelligence

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

[1020] arXiv:2112.14934 (cross-list from cs.CV) [pdf, other]

Title: SFU-HW-Tracks-v1: Object Tracking Dataset on Raw Video Sequences

Takehiro Tanaka, Hyomin Choi, Ivan V. Bajić

Comments: 4 pages, 3 figures, submitted to Data in Brief

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

[1021] arXiv:2112.14947 (cross-list from cs.NI) [pdf, other]

Title: AutoCast: Scalable Infrastructure-less Cooperative Perception for Distributed Collaborative Driving

Hang Qiu, Pohan Huang, Namo Asavisanu, Xiaochen Liu, Konstantinos Psounis, Ramesh Govindan

Journal-ref: ACM Mobisys 2022

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

[1022] arXiv:2112.14949 (cross-list from math.OC) [pdf, other]

Title: Decentralized Optimization Over the Stiefel Manifold by an Approximate Augmented Lagrangian Function

Lei Wang, Xin Liu

Comments: 23 pages, 5 figures

Journal-ref: IEEE Transactions on Signal Processing, vol. 70, pp. 3029-3041, 2022

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

[1023] arXiv:2112.15066 (cross-list from cs.NI) [pdf, other]

Title: Frequency Selection for Platoon Communications in Secondary Spectrum Using Radio Environment Maps

Marcin Hoffmann, Pawel Kryszkiewicz, Adrian Kliks

Journal-ref: IEEE Transactions on Intelligent Transportation Systems ( Early Access ), 2021

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

[1024] arXiv:2112.15110 (cross-list from cs.SD) [pdf, other]

Title: Audio-to-symbolic Arrangement via Cross-modal Music Representation Learning

Ziyu Wang, Dejing Xu, Gus Xia, Ying Shan

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

[1025] arXiv:2112.15127 (cross-list from cs.RO) [pdf, other]

Title: Towards Automated Sample Collection and Return in Extreme Underwater Environments

Gideon Billings, Matthew Walter, Oscar Pizarro, Matthew Johnson-Roberson, Richard Camilli

Comments: 36 pages, 23 figures, accepted to Field Robotics

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

[1026] arXiv:2112.15156 (cross-list from cs.LG) [pdf, other]

Title: Multi-Agent Reinforcement Learning via Adaptive Kalman Temporal Difference and Successor Representation

Mohammad Salimibeni, Arash Mohammadi, Parvin Malekzadeh, Konstantinos N. Plataniotis

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

[1027] arXiv:2112.15271 (cross-list from cs.LG) [pdf, other]

Title: BP-Net: Cuff-less, Calibration-free, and Non-invasive Blood Pressure Estimation via a Generic Deep Convolutional Architecture

Soheil Zabihi, Elahe Rahimian, Fatemeh Marefat, Amir Asif, Pedram Mohseni, Arash Mohammadi

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

[1028] arXiv:2112.15281 (cross-list from cs.IT) [pdf, other]

Title: Efficient Channel Estimation for RIS-Aided MIMO Communications with Unitary Approximate Message Passing

Yabo Guo, Peng Sun, Zhengdao Yuan, Chongwen Huang, Qinghua Guo, Zhongyong Wang, Chau Yuen

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

[1029] arXiv:2112.15327 (cross-list from cs.IT) [pdf, other]

Title: Sufficient-Statistic Memory AMP

Lei Liu, Shunqi Huang, YuZhi Yang, Zhaoyang Zhang, Brian M. Kurkoski

Comments: Double-column, 21 pages, submitted to IEEE Transactions on Information Theory

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

[1030] arXiv:2112.15346 (cross-list from cs.IT) [pdf, other]

Title: Efficient Multi-Beam Training For Terahertz Wireless communications

Songjie Yang, Zhongpei Zhang, Zhenzhen Hu, Nuan Song, Hao Liu

Comments: 5 pages 3 figure3

Subjects: Information Theory (cs.IT); Systems and Control (eess.SY)

[1031] arXiv:2112.15348 (cross-list from cs.LG) [pdf, other]

Title: Training Recurrent Neural Networks by Sequential Least Squares and the Alternating Direction Method of Multipliers

Alberto Bemporad

Comments: 23 pages, 4 figures. Submitted for publication

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

[1032] arXiv:2112.15354 (cross-list from cs.IT) [pdf, other]

Title: Statistical Device Activity Detection for OFDM-based Massive Grant-Free Access

Yuhang Jia, Ying Cui, Wuyang Jiang

Comments: 30 pages, 7 figures, be submitted to IEEE Transactions on WIreless Communications

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

[1033] arXiv:2112.15389 (cross-list from math.OC) [pdf, other]

Title: $H^2$-Optimal Reduction of Positive Networks using Riemannian Augmented Lagrangian Method

Sota Misawa, Kazuhiro Sato

Comments: Published by IEEE L-CSS

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

[1034] arXiv:2112.15399 (cross-list from cs.CV) [pdf, other]

Title: InfoNeRF: Ray Entropy Minimization for Few-Shot Neural Volume Rendering

Mijeong Kim, Seonguk Seo, Bohyung Han

Comments: CVPR 2022, Website: this http URL

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

[1035] arXiv:2112.15403 (cross-list from cs.IT) [pdf, other]

Title: Fast Graph Subset Selection Based on G-optimal Design

Zhengpin Li, Zheng Wei, Jian Wang, Yun Lin, Byonghyo Shim

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

[1036] arXiv:2112.15419 (cross-list from cs.IT) [pdf, other]

Title: Channel Estimation for Hybrid Massive MIMO Systems with Adaptive-Resolution ADCs

Yalin Wang, Xihan Chen, Yunlong Cai, Benoit Champagne, Lajos Hanzo

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

[1037] arXiv:2112.15484 (cross-list from cs.AI) [pdf, other]

Title: A Research Agenda for AI Planning in the Field of Flexible Production Systems

Aljosha Köcher, Rene Heesch, Niklas Widulle, Anna Nordhausen, Julian Putzke, Alexander Windmann, Oliver Niggemann

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

[1038] arXiv:2112.15489 (cross-list from cs.IT) [pdf, other]

Title: MRT-based Joint Unicast and Multigroup Multicast Transmission in Massive MIMO Systems

Meysam Sadeghi, Emil Björnson, Erik G. Larsson, Chau Yuen, Thomas L. Marzetta

Comments: Published at 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 5 pages, 1 figure. arXiv admin note: substantial text overlap with arXiv:1911.08165

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

[1039] arXiv:2112.15490 (cross-list from cs.IT) [pdf, other]

Title: Centralized and Distributed Power Allocation for Max-Min Fairness in Cell-Free Massive MIMO

Sucharita Chakraborty, Emil Björnson, Luca Sanguinetti

Comments: Published at 2019 Asilomar Conference on Signals, Systems, and Computers, 5 pages, 3 figures

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

[1040] arXiv:2112.15492 (cross-list from cs.IT) [pdf, other]

Title: Human and Machine Type Communications can Coexist in Uplink Massive MIMO Systems

Kamil Senel, Emil Björnson, Erik G. Larsson

Comments: Published at the 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 5 pages, 4 figures. arXiv admin note: substantial text overlap with arXiv:1808.09177

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

[1041] arXiv:2112.15493 (cross-list from cs.IT) [pdf, other]

Title: NOMA Versus Massive MIMO in Rayleigh Fading

Kamil Senel, Hei Victor Cheng, Emil Björnson, Erik G. Larsson

Comments: Published at the 2019 IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 5 pages, 5 figures. arXiv admin note: substantial text overlap with arXiv:1809.07072

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

[1042] arXiv:2112.15510 (cross-list from math.OC) [pdf, other]

Title: Data-Driven Optimal Control of Bilinear Systems

Zhenyi Yuan, Jorge Cortes

Journal-ref: IEEE Control Systems Letters, vol. 6, pp. 2479-2484, 2022

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

[1043] arXiv:2112.15553 (cross-list from cs.IT) [pdf, other]

Title: Non-Linear Age of Information: An Energy Efficient Receiver-Centric Approach

Nikolaos I. Miridakis, Theodoros A. Tsiftsis, Guanghua Yang

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