Special issue on Cognition in Software Defined Sensor Networks for the Next Generation Cellular Services
摘要截稿:
全文截稿: 2020-01-15
影响因子: 1.902
期刊难度:
CCF分类: 无
中科院JCR分区:
• 大类 : 心理学 - 3区
• 小类 : 计算机:人工智能 - 4区
• 小类 : 神经科学 - 4区
• 小类 : 心理学:实验 - 4区
Overview
Software Defined Sensor Networks (SDSN) are becoming key enabling technology, with multiple innovations supporting the smart city paradigm. For instance, providing multi-hop collaboration among softwarized sensor networks helps to reach possible services from Cloud computing facilities, and Machine Learning (ML) techniques are employed to adapt existing configurations. Moreover, emerging 5th and 6th generation (5G/6G) technologies can revolutionize ubiquitous computing with numerous applications built around various “smart” virtual sensors enabled with cognition and ML techniques. ML showed an outstanding performance in complicated task that require human like intelligence and intuition to perform. It is capable of detecting hidden structures in the data and use that to make smart decisions in smart-cities’ critical missions. To successfully accomplish this vision, cognitive solutions are needed to reshape the existing sensor networks towards further reliable services in 5G/6G paradigms. This special issue brings together a broad multidisciplinary community studying cognitive architectures across science and engineering. It aims to integrate ideas, theories, models and techniques from across different disciplines on cognitive architectures. We invite submissions addressing questions on how cognitive systems in SDSN/Next Generation Networks (NGN) should be designed, developed, and evaluated. We also welcome emerging areas of interest, including, socially-emotional, creative, and human-like-learning artificial intelligence in SDSN. Expression of intent can be directed to:fadi.alturjman@antalya.edu.tr
Potential topics include, but not limited to:
Communication protocols for secured SDSN/NGN
Cognitive resource management in SDSN/NGN
ML and intelligent SDSN-based localization
Intelligent blockchain for SDSN/NGN
AI algorithms in SDSN/NGN
Enablers for intelligent/secured SDSN
Use cases enabled by intelligent SDSN in Smart cities
Integration of cognitive radio with SDSN for secured solutions
IoT and ML in SDSN/NGN communication
ML and UAVs assisted public safety and emergency NGN
Intelligent 5G/6G communication for secured SDSN
Design and evaluation of SDSN test beds, prototypes and platform