Journal of Intelligent and Robotic Systems

, Volume 51, Issue 2, pp 187–201

Tri-tier Immune System in Anti-virus and Software Fault Diagnosis of Mobile Immune Robot Based on Normal Model

Article

DOI: 10.1007/s10846-007-9186-1

Cite this article as:
Gong, T. & Cai, Z. J Intell Robot Syst (2008) 51: 187. doi:10.1007/s10846-007-9186-1

Abstract

In this paper, anti-virus problem and software fault diagnosis of mobile robot, an immune robot, is discussed with proposal of a novel tri-tier immune system (TTIS). TTIS is a novel artificial immune system, which is comprised of three computing tiers and based on the normal model. The three tiers include inherent immune tier, adaptive immune tier and parallel immune tier. The tri-tier immune model is built on some theories of human immune system and has many good features, such as adaptability, immunity, memory, learning, and robustness. At the same time, for such immune robot, a novel normal model for the robot software is also proposed. The normal model is built on the space–time properties of each component in the robot software and can uniquely identify the normal state of the robot software. Such tri-tier immune system based on the normal model is suitable for anti-virus and fault diagnosis, which enable the immune robot to detect all viruses and faults in the robot software, recognize many viruses and faults, eliminate the viruses and faults, and repair the damaged robot software to its normal state. Meanwhile, simulation results show that the tri-tier immune system has the properties of immunity, security and robustness.

Keywords

Artificial immune system Normal model Immune robot Anti-virus Fault diagnosis 

Copyright information

© Springer Science+Business Media B.V. 2007

Authors and Affiliations

  1. 1.College of Information Science and TechnologyDonghua UniversityShanghaiPeople’s Republic of China
  2. 2.School of Information Science and EngineeringCentral South UniversityHunanPeople’s Republic of China