Spatial Cognitive Engine Technology

Häftad, Engelska, 2023

Av Jianjun Zhang, Jing Li, China) Zhang, Jianjun (Professor, China Academy of Space Technology, Beijing, China) Li, Jing (Associate Professor, Beijing Institute of Technology

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Spatial Cognitive Engine Technology discusses the increase in user demand for satellite wireless communication services that has led to the increasing development of spectrum resources and the fixed spectrum allocation mode which makes the utilization rate of spectrum resources lower. As an intelligent spectrum sharing technology, cognitive radio has innovated the traditional spectrum management system and is one of the effective ways to solve the above-mentioned problems. As the core of satellite cognitive radio, the spatial cognitive engine can use artificial intelligence to dynamically configure working parameters according to changes in the communication environment and user needs.

Describes the concept of cognitive engine from the perspective of the spatial cognitive cycle
Includes coverage of in-depth research on the input module of the spatial cognition engine, the environmental perception module
Provides in-depth research that has been conducted on the learning reasoning and optimization decision-making modules of the spatial cognition engine
Covers the cross-layer optimization of the spatial cognition engine to realize an intelligent and complete satellite communication mechanism

Produktinformation

Utgivningsdatum2023-06-20
Mått152 x 229 x 14 mm
Vikt450 g
FormatHäftad
SpråkEngelska
Antal sidor218
FörlagElsevier Science
ISBN9780323951074

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Dr Jianjun Zhang is a Professor at the China Academy of Space Technology. He is member of the Edge Computing Expert of the China Electronics Society, Chairman of the "Space (Aerospace) Information Technology" Professional Committee of China Electronics Society, and member of the Satellite Application Expert Group of China Aerospace Society. He is mainly engaged in research on satellite navigation system design, advanced spatial information system technology based on cognitive mechanism Jing Li, Ph.D., is an Associate Professor at the School of Automation, Beijing Institute of Technology. Expert member of the “Space Information Technology Youth Committee of China Electronics Society, the main research direction is robot environmental awareness, image detection and target tracking, multi-sensor information fusion. She has presided over more than 10 projects including the National Natural Science Youth Fund, the Postdoctoral Special Fund, the Key Laboratory of the Ministry of Education, and the Science and Technology Cooperation. She has published 25 academic papers (including 10 SCI papers and 15 EI papers) and the book "Image Detection and Object Tracking Technology", granted 7 national invention patents as the first author and the National Science and Technology Progress Award 2 (ranked 8th).

1. Cognitive Radio 2. Cognitive Engine Technology 3. Artificial Intelligence Technology 4. Requirements and Challenges of Space Artificial Intelligence 5. Cognitive Engine Design Based on Artificial Intelligence 6. Typical Application of Cognitive Engine 7. Cognitive Engine Knowledge Base Design 8. Hybrid inference integration mechanism based on data drive 9. Object-Oriented Knowledge Representation 10. Basic Theory and Technology of Reasoning Engine 11. Spacecraft 12. Compound Knowledge Mining 13. Machine Learning Algorithm for Cognitive Engine 14. Intelligent Language Knowledge for Cognitive Engine