Machine Learning and Intelligent Communications
Springer International Publishing (Verlag)
978-3-031-04408-3 (ISBN)
The 28 revised full papers were carefully selected from 58 submissions. The papers are organized thematically in tracks as follows: internet of vehicle communication system; applications of neural network and deep learning; intelligent massive MIMO communications; intelligent positioning and navigation systems; intelligent space and terrestrial integrated networks; machine learning algorithms and intelligent networks; image information processing.
Deep learning network for Frequency offset Cancellation in OFDM communication system.- Research on the Rising Phenomenons in the Bit Error Rate Performances of LT-Based UEP codes.- Ensemble Classification Technique for Cultural Heritage Image.- Power Allocation for Sum Rate Maximization of Uplink Massive MIMO System with Maximum Ratio Combining.- Research on Indoor Passive Location Based on LoRa Fingerprint.- Application of Dijkstra algorithm in optimal route selection under the background of TPACK education model.- The Wave Filter Design of UFMC Vehicle Communication System.- Research on Image Binary Classification Based on Fast Style Transfer Data Enhancement.- 3DCNN Backed Conv-LSTM Auto Encoder for Micro Facial Expression Video Recognition.- Research on charge and discharge control strategy of supercapacitor.- Intelligent wheelchair based on medical health examination.- Research on Forest Fire Image Recognition System in Northeast Forest Region Based on Machine Vision.- Researchon Face Image Restoration Method Based on Improved WGAN.- Research on text communication security based on deep learning model.- Elimination of Network Intrusion using Advance Data Mining Technology.- Automatic Detection and Classification of Anti-Islamic Web Text-Contents.- Deep Learning Technique for Dessert Plant Classification and Recognition.- Sparse Algorithm for OFDM Underwater Acoustic Channel Estimation.- Improvement of CLAlgorithm in MIMO-OFDM System.- SD-based low-complexity signal detection algorithm in massive MIMO.- Improved YOLOv4 infrared image pedestrian detection algorithm.- Research on ECG Classification Method Based on Convolutional Neural Network.- A Servey on Meta-learning Based Few-shotClassification.- Image Retrieval Algorithm Based on Fractal Coding.- Research on Fractal Image Coding Method Based on SNAM Segmentation Scheme.- Aircraft Detection In Aerial Remote Sensing Images Based On Contrast Self-supervised Learning.- Fast fractal image compression algorithmbased on compression perception.- Color Image Fast Encryption Algorithm Based on JPEG encoding.- Review of Research on Speech Emotion Recognition.- Concentration Prediction Based on mRMRXGBoost Model.- An improved crowd counting method based on YOLOv3.
| Erscheinungsdatum | 27.05.2022 |
|---|---|
| Reihe/Serie | Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering |
| Zusatzinfo | XI, 352 p. 199 illus., 123 illus. in color. |
| Verlagsort | Cham |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Gewicht | 552 g |
| Themenwelt | Mathematik / Informatik ► Informatik ► Netzwerke |
| Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik | |
| Informatik ► Weitere Themen ► Hardware | |
| Schlagworte | Applications • Artificial Intelligence • communication channels (information theory) • Communication Systems • Computer Networks • Computer Science • Computer systems • computer vision • conference proceedings • Education • Engineering • Image Analysis • Image Processing • image reconstruction • Informatics • Internet • machine learning • Mathematics • Network Protocols • pattern recognition • Research • Signal Processing • Telecommunication Systems • wireless telecommunication systems |
| ISBN-10 | 3-031-04408-8 / 3031044088 |
| ISBN-13 | 978-3-031-04408-3 / 9783031044083 |
| Zustand | Neuware |
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