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Split Learning Meets Koopman Theory for Wireless Remote Monitoring and Prediction [article]

Abanoub M. Girgis, Hyowoon Seo, Jihong Park, Mehdi Bennis, Jinho Choi
2021 arXiv   pre-print
Numerical results under a non-linear cart-pole environment demonstrate that the proposed split learning of a Koopman autoencoder can locally predict future states, and the prediction accuracy increases  ...  Remote state monitoring over wireless is envisaged to play a pivotal role in enabling beyond 5G applications ranging from remote drone control to remote surgery.  ...  Split Learning Meets Koopman Theory for Wireless Remote Monitoring and Prediction  ... 
arXiv:2104.08109v1 fatcat:ucla5onm4nedfgfiikvov55zne

Automotive Intelligence Embedded in Electric Connected Autonomous and Shared Vehicles Technology for Sustainable Green Mobility

Ovidiu Vermesan, Reiner John, Patrick Pype, Gerardo Daalderop, Kai Kriegel, Gerhard Mitic, Vincent Lorentz, Roy Bahr, Hans Erik Sand, Steffen Bockrath, Stefan Waldhör
2021 Frontiers in Future Transportation  
architectures and the role of AI techniques and methods to implement the different autonomous driving and optimization functions for sustainable green mobility.  ...  The ECAS vehicle's technology allows for the development of virtual automotive functions that run on shared hardware platforms with data unlocking value, and for introducing new, shared computing-based  ...  and the vehicle condition responsible (e.g., automotive manufacturer, repair shop), including vehicle condition monitoring, predictive maintenance notification or alerts. • Vehicle-to-Network (V2N) -Wireless  ... 
doi:10.3389/ffutr.2021.688482 fatcat:3yr2mvmoanadxpk6zcbgbtjiy4

Nexos

Dennis Brylow, Bina Ramamurthy
2009 ACM SIGBED Review  
Our approach focuses on inexpensive, flexible, commodity embedded hardware, (the Linksys WRT54GL wireless router,) freely available development and debugging tools, and a fresh implementation of a classic  ...  The Nexos Project is a joint effort at Marquette University (MU) and University of Buffalo (UB) to build curriculum materials and a supporting experimental laboratory for hands-on projects in embedded  ...  The authors are grateful for the students in MU's COSC 198 and UB's CSE 321 courses who persevered through our experimentation in the 2007-2008 school year.  ... 
doi:10.1145/1534480.1534487 fatcat:sro3pti66jap5fo37b4x35wzvy

Table of Contents

2022 IEEE Robotics and Automation Letters  
Joly, and A. de L. Fortelle Learning Submodular Objectives for Team Environmental Monitoring . . . . . . . . . . . N. Wilde, A. Sadeghi, and S. L.  ...  Islam, and H. Ren Tracker Meets Night: A Transformer Enhancer for UAV Tracking . . . . . . J. Ye, C. Fu, Z. Cao, S. An, G. Zheng, and B.  ... 
doi:10.1109/lra.2022.3165102 fatcat:enjzebowe5hn7hsfwklc7nieuy

A Systematic Literature Review about the impact of Artificial Intelligence on Autonomous Vehicle Safety [article]

A. M. Nascimento, L. F. Vismari, C. B. S. T. Molina, P.S. Cugnasca, J.B. Camargo Jr., J.R. de Almeida Jr., R. Inam, E. Fersman, M. V. Marquezini, A. Y. Hata
2019 arXiv   pre-print
As a main result, we have reinforced our preliminary observation about the necessity of considering a serious safety agenda for the future studies on AI-based AV systems.  ...  They rely heavily on advances in many Artificial Intelligence (AI) approaches and techniques.  ...  These studies encompass researches related to the preventing the occurrence or introduction of faults [50] , such as AI for security of wireless communication to ensure safety [51] ; remote diagnosis  ... 
arXiv:1904.02697v1 fatcat:jsruqsy3kvcyvdyfhzo4ojfaqi

State of the Software Development Life-Cycle for the Internet-of-Things [article]

João Pedro Dias, Hugo Sereno Ferreira
2018 arXiv   pre-print
Then, we delve into the particularities of developing software for IoT systems and systems of systems, given an overview of what are the current methodologies and tools for design, develop and test such  ...  The findings are discussed, revealing open issues and research directions, and reveal that the nowadays IoT software development practices are still lagging behind of what are the current best practices  ...  Predictive Device Monitor T high-complexity of IoT systems, both in number and heterogeneity of devices, increase the occurrence of errors in edge devices.  ... 
arXiv:1811.04159v1 fatcat:hejb5s34e5f4jm3lc6vwahulr4

2020 Index IEEE Robotics and Automation Letters Vol. 5

2020 IEEE Robotics and Automation Letters  
., +, LRA April 2020 3596-3603 Group Split and Merge Prediction With 3D Convolutional Networks.  ...  Tirindelli, M., +, LRA Oct. 2020 5661-5668 Group Split and Merge Prediction With 3D Convolutional Networks.  ... 
doi:10.1109/lra.2020.3032821 fatcat:qrnouccm7jb47ipq6w3erf3cja

Comparison of Phase-less Direction of Arrival Estimation Methods for Switched Beam Antennas

A. Cidronali, G. Collodi, M. Lucarelli, S. Maddio, M. Passafiume, G. Pelosi, S. Selleri
2019 2019 PhotonIcs & Electromagnetics Research Symposium - Spring (PIERS-Spring)  
Antennas, Array Antennas, Theory and Radiation 1 3P5 -Machine Learning Techniques for Remote Sensing and Electromagnetic Applications 2 4A7 -Optical Sensor, Photonics, Nano Optics, Biophotonics 3P1 -Remote  ...  Theory and Their Applications 2 2P4 -Novel Mathematical Methods in Electromagnetics: Part 1 3A5 -Machine Learning Techniques for Remote Sensing and Electromagnetic Applications 1 3A7 -Ultrafast Nonlinear  ... 
doi:10.1109/piers-spring46901.2019.9017336 fatcat:adobca2sg5ga5ccjpuepkrpbsa

Table of contents

2021 ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)  
LEARNING FOR WIRELESS .............................................. 4795 POWER CONTROL Navid Naderializadeh, HRL Laboratories, LLC, United States SPTM-1: DETECTION THEORY AND METHODS 1 SPTM-1.1: MEASURE-TRANSFORMED  ...  ............. 4490 WIRELESS NETWORKS Mahboobeh Sedighizad, Babak Seyfe, Information Theoretic Learning Systems Lab.  ... 
doi:10.1109/icassp39728.2021.9414617 fatcat:m5ugnnuk7nacbd6jr6gv2lsfby

Environmental Scan: Results of the IRRODL User Survey

Terry Anderson
2006 International Review of Research in Open and Distance Learning  
Thank you to those who shared their comments and insights, your input and feedback is invaluable. Now for an overview of this, our final issue for 2006!  ...  We also had suggestions for more (and less) coverage of particular regions.  ...  Education in the Netherlands and Flanders (5087 Feedback as an instrument to support blended learning: development of a model).  ... 
doi:10.19173/irrodl.v7i3.395 fatcat:mlnv7sc6wjhq7hrjobfh3p3lci

Scattering by two spheres: Theory and experiment

Irina Bjo/rno/, Leif Bjo/rno/
1998 Journal of the Acoustical Society of America  
The theory predicts a dynamic range of over 140 dB for both air and immersion applications.  ...  procedures for remote monitoring of suspended materials in marine environments as, for instance, measurements of characteristic parameters of suspended sediments.  ...  Measured attenuation agrees reasonably well with that predicted by theory for concentrations above 0.5 g/l.  ... 
doi:10.1121/1.421626 fatcat:qf2u35fztjfgtgredwhbg53zwm

Ray tracing in a turbulent, shallow‐water channel

Christian Bjerrum‐Niese, René Lützen, Leif Bjo/rno/
1998 Journal of the Acoustical Society of America  
The theory predicts a dynamic range of over 140 dB for both air and immersion applications.  ...  procedures for remote monitoring of suspended materials in marine environments as, for instance, measurements of characteristic parameters of suspended sediments.  ...  Measured attenuation agrees reasonably well with that predicted by theory for concentrations above 0.5 g/l.  ... 
doi:10.1121/1.422455 fatcat:vqypn7trzberzap3bkznkoddcu

Download the Complete Issue: CP77 (12.3 MB)

Complete Issue
2014 Cartographic Perspectives  
Koopman (1956a; 1956b; 1957) and Gould (1966) provided the mathematical basis for search in both real world contexts and in information theory.  ...  The sound cues for each object location were transmitted to the participant via a pair of Bluetooth wireless headphones.  ... 
doi:10.14714/cp77.1265 fatcat:vcw7lat6d5gm3druagls7zzsva

Business Cycles in Economics

Viktor Ledenyov, Dimitri Ledenyov
2018 Social Science Research Network  
The book's main objective is to study the business cycles in the economy of the scale and the scope, formulating the Ledenyov unified business cycles theory in the Ledenyov classic and quantum econodynamics  ...  The business cycles are generated by the oscillating macro-/micro-/nano- economic output variables in the economy of the scale and the scope in the amplitude/frequency/phase/time domains in the economics  ...  Syed, Mohammad (2004), Verspagen (2004), Valle e Azevedo, Koopman, Rua (2004), Andergassen, Nardini (2005), Banerjee, Duflo (2005), Cover, Pecorino (2005), Darvas, Rose, Szapary (2005), De Groot, Franses  ... 
doi:10.2139/ssrn.3134655 fatcat:mliwcykajjcu5lrhhnshwoq2my

Authors' Contact Details [chapter]

Alli Mcharazo, Sjoerd Koopman
2007 IFLA Publications Series  
Information theory was developed by Claude Shannon in 1948, at the very beginning of the computer age, and it was more concerned with communication systems like the telephone and radio (or "wireless,"  ...  This is a simple form of learning: the computer has been fed some raw information, the example sequence, and has generated a concise description or "explanation" for it that could be used to predict more  ...  Children will get more out of this activity if they have learned binary number representation (see Activity 1, Count the dots), the concept of parity (see Activity 4, Card flip magic), and have seen the  ... 
doi:10.1515/9783598440250.13 fatcat:ny57dig4ifejtinrxztoszyebu
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