Intro
Preface
Contents
An Intelligent Non-cooperative Spectrum Sensing Method Based on Convolutional Auto-encoder (CAE)
1 Introduction
2 Related Work
3 Convolutional Auto-encoder (CAE)
3.1 Architecture of CAE
3.2 Training Procedure with RMSProp
3.3 Identification Based on Adaptive Threshold
4 Experimental Results and Analysis
4.1 Experimental Dataset and Setup
4.2 Unauthorized Broadcasting Identification Performance
4.3 Comparison with State-Of-The-Art Methods
5 Conclusion
References

Impact of Image Resizing on Deep Learning Detectors for Training Time and Model Performance
1 Introduction
2 Related Work
3 Experimental Setup
3.1 Deep Neural Network Models
3.2 Datasets and Training
3.3 Data Augmentation
4 Results and Discussion
5 Conclusion and Other Experimental Target
References
Preliminary Design of a Three-Dimensional Anemometer for Sail Boats
1 Introduction
2 Finite Element Modelling and Obtained Results
3 Conclusions and Future Developments
References
Design and Preliminary Testing of an Electrified Directional Drilling Machine

1 Introduction
2 System Specifications
3 Preliminary Models for Sizing of Actuation System
4 Sizing of Rotary and Mast Actuator
5 Simulation and Sizing of Batteries and Power Management System
6 Preliminary Testing Activities
7 Conclusions and Future Developments
References
CRFlex: A Flexible and Configurable Cryptographic Hardware Accelerator for AES Block Cipher Modes
1 Introduction
2 AES Acceleration: Hardware Architecture
3 Implementation on FPGA and Standard-Cell Technology
4 Comparison to the State of the Art
5 Conclusions
References

A M-PSK Timing Recovery Loop Based on Q-Learning
1 Introduction
2 Proposed Architecture
3 Experimental Results
4 Conclusion
References
Scalable Broadband Switching Matrix for Telecom Payload Based on a Novel SWGs-Based MZI
1 Introduction
2 State-Of-The-Art
3 2 × 2 MZI Switch
4 4 × 4 Dilated Banyan Network
5 Conclusions
References
A Smart Portable Potentiostat for Point-of-Care Testing
1 Introduction
2 System Architecture
3 Results and Discussion
4 Conclusions
References

Experimental Results of Vectorized Posit-Based DNNs on a Real ARM SVE High Performance Computing Machine
1 Introduction
2 Posit Number and cppPosit Library
3 The Advantages of Vectorized CPUs
3.1 Vectorized CPUs and Deep Neural Networks
4 Test-Bench, Methodologies and Benchmarks
5 Experimental Results and Discussion
6 Conclusions
References
An Open-Source Hardware/Software Architecture for Remote Control of SoC-FPGA Based Systems
1 Introduction
2 Hardware/Software Architecture
3 Single SoC-FPGA Based System
3.1 Implementation Example
4 Conclusions