10th EAI International Conference, WiSATS 2019, Harbin, China, January 12-13, 2019, Proceedings.
Min Jia, Qing Guo, Weixiao Meng (eds.).
Part I /
Cham, Switzerland :
Springer,
2019.
1 online resource (xxii, 779 pages) :
illustrations (some color)
Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering,
280
1867-8211 ;
Includes author index.
International conference proceedings.
Intro; Preface; Organization; Contents -- Part I; Contents -- Part II; Main Track; Alternative Extended Block Sparse Bayesian Learning for Cluster Structured Sparse Signal Recovery; 1 Introduction; 2 The Review of the Idea of EBSBL; 2.1 EBSBL; 2.2 Discussion of EBSBL; 3 Graphic Model of EBSBL; 3.1 Interaction Among the Hidden Variables of EBSBL; 3.2 Structured Prior for Clustering Sparse Signal; 3.3 Discussions on the Constructed Prior; 4 Alternative to EBSBL for Cluster Sparse Signal Recovery; 4.1 Updating Rules for Unknowns; 4.2 Discussion; 5 Simulations; 6 Conclusion; References
3.2 UKF Framework4 Resistance Estimation Algorithm Verification; 4.1 Experimental Data Source; 4.2 Verification Through Battery Degradation Data; 5 Conclusion; References; A Joint Technology of UAV SAR Based on OFDM Waveform; Abstract; 1 Introduction; 2 Theory Basis; 2.1 The Construction of Scenario Model; 2.2 The Ambiguity Function; 2.3 SAR Echo Model Based on OFDM Waveform; 2.4 The UAVs SAR Imaging Under-Sampled Measurement; 3 Simulation and Results; 4 Conclusion; Acknowledgement; References; Multi-satellite Non-cooperative Communication Based on Transform Domain Communication System
A Spectrum Prediction Technique Based on Convolutional Neural NetworksAbstract; 1 Introduction; 2 System Model and Problem Description; 3 CNN-Based Spectrum Prediction Technology; 4 Combination of Spectrum Prediction and Spectrum Sensing; 5 Numerical Results and Discussion; 6 Conclusion and Outlook; Acknowledgement; References; TOA Estimation of Unknown Chirp Signal Based on Short Time FRFT and Hough Transform; 1 Introduction; 2 Basic Fundamentals; 2.1 Signal Model; 2.2 STFRFT Fundamentals; 2.3 STFRFT-Based TOA Estimation; 3 Proposed Theory and Method
Abstract1 Introduction; 2 Preliminary; 3 System Structure; 3.1 Non-cooperative Channels Design; 3.2 Adaptive Transmitting Rate Structure; 3.3 Delay Estimation and Compensation; 4 Simulations and Analysis; 5 Conclusions; References; Intelligent Dynamic Timeout for Efficient Flow Table Management in Software Defined Satellite Network; 1 Introduction; 2 Related Work; 3 SDSN Architecture and Algorithm; 3.1 SDSN Architecture; 3.2 Algorithm; 4 Implementation; 5 Experimental Results and Performance Analysis; 5.1 Experimental Results; 5.2 Performance Analysis; 6 Conclusion; References
Design of GEO/LEO Double-Layered Satellite Network Based on Rateless Code for Global Information Distribution1 Introduction; 2 Satellite Network Architecture Based on the Rateless Code; 3 Design of the Double-Layered Network; 3.1 Design of the Backbone Network; 3.2 Design of the Enhanced Network; 4 Simulation Analysis; 5 Conclusion; References; A Modified Model-Based Resistance Estimation of Lithium-Ion Batteries Using Unscented Kalman Filter; Abstract; 1 Introduction; 2 Relationships Between Resistance and Capacity; 3 Resistance Estimate Method; 3.1 Li-Ion Battery Discharge Model
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This two-volume set LNICST 280-281 constitutes the post-conference proceedings of the 10th EAI International Conference on Wireless and Satellite Services, WiSATS 2019, held in Harbin, China, in January 2019. The conference was formerly known as the International Conference on Personal Satellite Services (PSATS) mainly covering topics in the satellite domain. The 137 full papers were carefully reviewed and selected from 289 submissions. The papers are organized in topical sections on machine learning for satellite-terrestrial networks, human-machine interactive sensing, monitoring, and communications, integrated space and onboard networks, intelligent signal processing, wireless communications and networks, vehicular communications and networks, intelligent 5G communication and digital image processing technology, security, reliability and resilience in internet of things, advances in communications and computing for internet of things.