Multidimensional Signal Processing: Methods and Algorithms
Proceedings of AMDSP 2026, Volume 1
Series: Smart Innovation, Systems and Technologies;
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Product details:
- Publisher Springer Nature Switzerland
- Date of Publication 9 September 2026
- ISBN 9783032336538
- Binding Hardback
- No. of pages pages
- Size 235x155 mm
- Language English
- Illustrations Approx. 400 p. 70 illus. 700
Categories
Long description:
The book is a collection of best selected research papers presented at the International Conference on AI-based Multidimensional Digital Signal Processing (AMDSP 2026), held in Shanghai, China during April 10–12, 2026. The book covers topics in signal processing theory and methods, computer vision and pattern recognition, speech signal processing, biomedical signal and image processing, multichannel signal processing, intelligent systems, intelligent networks, artificial neural networks, and many other related topics.
MoreTable of Contents:
Algorithms and Architectures.- Interference Signal Recognition Based on Time-Frequency Features and an Interpretable Decision Tree.- Sea Target Recognition Algorithm Based on Improved YOLOv8.- Cochlear Microphonics and Compound Action Potential of FM Bats.- QRSRNet: Structure-aware and Recognition-enhanced Super-resolution for Degraded QR Code Images.- Analysis of Quadratic Phase Interference Fringes based on the Inverse Fractional Fourier Transform.- A Transformer-Based Load Prediction Mechanism with Dual Encoder Architecture.- SDC-YOLO: Rapid and Accurate Detection of Pomegranate Fruitlets Under Similar Background.- Design of Particle Swarm Optimization Algorithm for Architectural Acoustics and Verification of Indoor Sound Field Simulation.- A Fault-tolerant Routing Algorithm for Network-on-chip Using Ant Colony Optimization.- Small Object Detection in UAV Image based on Improved YOLOv7-tiny.- Research on Identification Algorithm of Ground Penetrating Radar for out of Pipeline Disease of Drainage Pipeline.- Research on Application Performance of Artificial Intelligence Deep Learning Algorithm in Image Recognition.- Intelligent Models.- Research on Quantitative Analysis Competitiveness based on Multidimensional Dynamic Modeling.- Construction and Intervention Strategy Research of Mental Health Prediction Model for Private College Students Based on Data Mining and XGBoost Algorithm.- Study on Urban Waterlogging Depth Forecasting Model in Ruian City.- A Study on the English Writing Teaching Model Based on Artificial Intelligence and Image Processing.- An Intelligent Evaluation Model for Cross-Cultural Discourse Comprehension
Based on Deep Semantic Matching.- A Study on the Pedagogical Model of Multimodal Image-Assisted English Reading Comprehension.- Performance Evaluation of Transformer-XGBoost Fusion Model for Retail Consumption Data Forecasting.- Music Style Classification and Identification Model based on Machine Learning
Algorithm.- Hierarchical Architecture-Based Lightweight Adaptation of Large Language Models for Electric Power Customer Service.- Voice Synthesis based on Hierarchical Diffusion Models.- Research on the Construction of the Job-Match Model for the AI Large Model.- Methods and Technologies.- Research on Access Authentication Technology based on POWERLINK Industrial Ethernet.- SPE-YOLO: A Compact Structure-focused Network for Multi-scale Object Identification in Autonomous Driving.- Adaptive Human Eye Sweep Path Prediction Based on Reinforcement Learning.- Application of the Integration Method of Large Model Tools and Traditional Development Tools in Road Transport Vehicle Review Business Processing.- Objective Evaluation Method of Comfort of Autonomous Driving Based on Bionic Robot.- Construction of an Intelligent Deep Learning Framework for Generating Knitted Patterns based on Quality Feedback.- Wind Speed Measurement Method Using Unmanned Aerial Vehicles based on Particle Filtering.- A Comparative Study on the RUL of Turbofan Engines Based on XGBoost and
Random Forests.- LwLLM-Research and Application of Lightweight Adaptation Technology for 95598 Intelligent Customer Service Large Model.- Efficient Numerical Computation Method for Water-driven Reservoirs based on Deep Learning.- Research on Interactive Music Accompaniment Generation Method Based on Video Object Detection and Trajectory Analysis.
