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Table of Contents
Intro
Contents
Input Design Analysis for the Capacity of Finite Impulse Response Actuator
1 Introduction
2 Preliminaries
3 FIR Actuator Model and Posteriori Estimation
4 Mutual Information of FIR Actuator
5 Simulation of a Non Causal Track System
6 Conclusion
References
Research on the Improved Design and Implementation of Signal Processing and Detection Algorithm for High Speed Moving Target
1 Introduction
2 Spatial Constant False Alarm Detection
3 Design and Implementation of High Speed Moving Target Detection Algorithm
3.1 Fast Threshold and Slow Threshold Detection
3.2 Improved Fast Threshold CFAR Detection Method
4 Conclusion
References
A Transformer-Based Network for Hyperspectral Image Classification
1 Introduction
2 Proposed Methodology
2.1 Transformer-Based Architecture for Classification
3 Experimental Results
3.1 Description of Datasets
3.2 Experimental Design
3.3 Classification Results Analysis
4 Conclusions
References
A Time Jitter DDMA MIMO Automotive Radar Waveform
1 Introduction
2 Time Jitter DDMA MIMO Waveform
2.1 Waveform Description
2.2 Time Jitter DDMA MIMO Waveform Signal Processing
3 Simulation
4 Conclusion
References
Heterogeneous Physical Layer Network Coding in the Presence of Symbol Asynchrony
1 Introduction
2 System Model
3 Signal Detection and PNC Mapping
4 Simulation Results
5 Conclusion
References
The Optimization of the Safety and Energy Efficiency in a UAV-Assisted Communication System
1 Introduction
1.1 System Model and Problem Formulation
1.2 System Model
1.3 Problem Formulation
2 Problem Solution
3 Simulation Results
4 Conclusion
References
Multi-scale Channel Attention for Image Registration
1 Introduction
2 Registration Method
2.1 Pyramid Pooling Module
2.2 Multi-scale Channel Attention Module
2.3 Loss Function
3 Experimental Setup and Evaluation Criteria
4 Experimental Results and Analysis
5 Conclusion
6 References
Design of an IoT-Based Cross-Modality Pedestrian Monitoring System for Contact Tracing in COVID-19 Prevention
1 Introduction
2 IoT-Based Cross-Modality Pedestrian Monitoring System Design
3 System Implementation
4 Conclusion
References
Low-Light Image Enhancement Algorithm Based on the Fusion of Multi-scale Features and Attention Mechanism
1 Introduction
2 Related Work
2.1 Retinex-Net Network Improvement
2.2 Decomposing the Network
2.3 Enhanced Network
3 Experimental Design and Results
3.1 Dataset
3.2 Experimental Environment and Parameter Settings
3.3 Comparative Experiment
4 Conclusion
References
Research on Improved Image Classification Algorithm Based on Darknet53 Model
1 Introduction
2 The Improved Darknet
2.1 Darknet53 Model
2.2 Mish
2.3 CSP Structure
2.4 SPP Structure
Contents
Input Design Analysis for the Capacity of Finite Impulse Response Actuator
1 Introduction
2 Preliminaries
3 FIR Actuator Model and Posteriori Estimation
4 Mutual Information of FIR Actuator
5 Simulation of a Non Causal Track System
6 Conclusion
References
Research on the Improved Design and Implementation of Signal Processing and Detection Algorithm for High Speed Moving Target
1 Introduction
2 Spatial Constant False Alarm Detection
3 Design and Implementation of High Speed Moving Target Detection Algorithm
3.1 Fast Threshold and Slow Threshold Detection
3.2 Improved Fast Threshold CFAR Detection Method
4 Conclusion
References
A Transformer-Based Network for Hyperspectral Image Classification
1 Introduction
2 Proposed Methodology
2.1 Transformer-Based Architecture for Classification
3 Experimental Results
3.1 Description of Datasets
3.2 Experimental Design
3.3 Classification Results Analysis
4 Conclusions
References
A Time Jitter DDMA MIMO Automotive Radar Waveform
1 Introduction
2 Time Jitter DDMA MIMO Waveform
2.1 Waveform Description
2.2 Time Jitter DDMA MIMO Waveform Signal Processing
3 Simulation
4 Conclusion
References
Heterogeneous Physical Layer Network Coding in the Presence of Symbol Asynchrony
1 Introduction
2 System Model
3 Signal Detection and PNC Mapping
4 Simulation Results
5 Conclusion
References
The Optimization of the Safety and Energy Efficiency in a UAV-Assisted Communication System
1 Introduction
1.1 System Model and Problem Formulation
1.2 System Model
1.3 Problem Formulation
2 Problem Solution
3 Simulation Results
4 Conclusion
References
Multi-scale Channel Attention for Image Registration
1 Introduction
2 Registration Method
2.1 Pyramid Pooling Module
2.2 Multi-scale Channel Attention Module
2.3 Loss Function
3 Experimental Setup and Evaluation Criteria
4 Experimental Results and Analysis
5 Conclusion
6 References
Design of an IoT-Based Cross-Modality Pedestrian Monitoring System for Contact Tracing in COVID-19 Prevention
1 Introduction
2 IoT-Based Cross-Modality Pedestrian Monitoring System Design
3 System Implementation
4 Conclusion
References
Low-Light Image Enhancement Algorithm Based on the Fusion of Multi-scale Features and Attention Mechanism
1 Introduction
2 Related Work
2.1 Retinex-Net Network Improvement
2.2 Decomposing the Network
2.3 Enhanced Network
3 Experimental Design and Results
3.1 Dataset
3.2 Experimental Environment and Parameter Settings
3.3 Comparative Experiment
4 Conclusion
References
Research on Improved Image Classification Algorithm Based on Darknet53 Model
1 Introduction
2 The Improved Darknet
2.1 Darknet53 Model
2.2 Mish
2.3 CSP Structure
2.4 SPP Structure