Intelligent Autonomous Systems: Foundations and Applications

ISBN-13: 9783642262562 / Angielski / Miękka / 2012 / 266 str.

Dilip Kumar Pratihar

Opis

Intelligent Autonomous Systems (IAS) are the physical embodiment of machine intelligence providing a core concept for integrating various advanced techno- gies with pattern recognition and learning. The basic philosophy of IAS research is to explore and understand the nature of intelligence in problems of perception, reasoning, learning and control in order to develop and implement the theory to engineered realization. In other words, the objective is to formulate various me- odologies for the development of robots which can operate autonomously and exhibit intelligent behavior by making appropriate decisions to perform the right task at the right time. Since IAS basically deals with the integration of machines, computing, sensing, and software to create intelligent systems capable of intera- ing with the complexities of the real world, advanced topics like soft computing, artificial life, evolutionary biology, and cognitive psychology have great promise in improving its intelligence and performance. Because of the inter-disciplinary character, the subject has several challenging issues for research, design and development covering a number of disciplines. These issues are further concerned with the development of both technology and methodology apart from various operations. The present research monograph titled "Intelligent Autonomous Systems: Foundations and Applications," edited by two renowned researchers, Professor Dilip K. Pratihar of IIT, Kharagpur, India and Professor Lakhmi C. Jain, Univ- sity of South Australia, Australia, provides a fairly representative cross-section of the activities that is going on all over the world in this area.

Spis treści

Towards Intelligent Autonomous Systems.- General Aspects of Intelligent Autonomous Systems.- Design and Development of Intelligent Autonomous Robots.- Gait Planning of Biped Robots Using Soft Computing: An Attempt to Incorporate Intelligence.- On Design and Development of an Intelligent Mobile Robotic Vehicle for Stair-Case Navigation.- Ensemble Learning for Multi-source Information Fusion.- Towards Developing Intelligent Autonomous Systems in Psychiatry: Its Present State and Future Possibilities.- Condition Monitoring of Internal Combustion Engine Using EMD and HMM.- An Intelligent Approach for Security Management of an Enterprise Network Using Planner.- High Dimensional Neural Networks and Applications.

Blurb

This research book contains a sample of most recent research in the area of intelligent autonomous systems. The contributions include:

• General aspects of intelligent autonomous systems
• Design of intelligent autonomous robots
• Biped robots
• Robot for stair-case navigation
• Ensemble learning for multi-source information fusion
• Intelligent autonomous systems in psychiatry
• Condition monitoring of internal combustion engine
• Security management of an enterprise network
• High dimensional neural nets and applications

This book is directed to engineers, scientists, professor and the undergraduate/postgraduate students who wish to explore this field further.