Unspecified towards Immune Inspired Fault Tolerance in Embedded Systems

نویسندگان

  • Jon Timmis
  • Rogério de Lemos
  • Modupe Ayara
چکیده

The immune system is a remarkable natural system that is proving to be of great inspiration to computer scientists and engineers alike. This paper discusses the role that the immune system can play in the development of fault tolerant embedded systems. Initial work in the area has highlighted the use of the immune process of negative selection, and more importantly the concept of self/nonself discrimination in the application of artificial immune systems in fault tolerance. This paper reviews those works, highlights issues relating to the way in which this area is approached, and raises important points that need to be considered before effective immune inspired fault tolerant systems can be constructed.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Towards Immune Inspired Fault Tolerance in Embedded Systems

The immune system is a remarkable natural system that is proving to be of great inspiration to computer scientists and engineers alike. This paper discusses the role that the immune system can play in the development of fault tolerant embedded systems. Initial work in the area has highlighted the use of the immune process of negative selection, and more importantly the concept of self/nonself d...

متن کامل

Embryonics + Immunotronics: A Bio-Inspired Approach to Fault Tolerance

Fault tolerance has always been a standard feature of electronic systems intended for long-term missions. However, the high complexity of modern systems makes the incorporation of fault tolerance a difficult task. Novel approaches to fault tolerance can be achieved by drawing inspiration from nature. Biological organisms possess characteristics such as healing and learning that can be applied t...

متن کامل

Aggregation of Swarms for Fault Tolerance in Swarm Robotics using an Immuno-engineering Approach

We present initial studies in the development of an immune-inspired solution for fault tolerance for swarm aggregation in swarm robotics systems. Taking inspiration from granuloma formation, (a process in the immune system) we describe how this idea can be instantiated to address fault tolerance issues in swarm aggregation. We outline an immunoengineering approach, which requires us to model th...

متن کامل

Immune-inspired fault diagnosis for a robotic system

To achieve fully autonomous systems, fault tolerance is often employed. Fault tolerance is the ability to continue operation in the presence of faults. Fault diagnosis is an essential component of fault tolerance, especially for autonomous robotics. It is the process of determining as much information as possible about the fault, especially the origin of the fault. However, a real time fault di...

متن کامل

Towards Adaptive Fault Tolerance in Embedded Systems

Dynamic systems become more and more widespread in many application fields. This observation highlights the trend that systems are no more considered as running in a static, predefined environment. Evolution has to be taken into account and fault tolerance does not make an exception. When the executive or environmental context has changed, hypothesis or fault model may become outdated or invali...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2002