TY - JOUR
T1 - 无人系统免疫智能技术 观点
AU - Guo, Lei
AU - Yuan, Yuan
AU - Qiao, Jianzhong
AU - Yu, Xiang
N1 - Publisher Copyright:
© 2020, Beihang University Aerospace Knowledge Press. All right reserved.
PY - 2020/11/25
Y1 - 2020/11/25
N2 - The traditional artificial intelligence of the unmanned system puts research focus on scientific discovery and technical implementation in the fields of human thought, perception and electromyographic response. The immune reaction is a unique physiological mechanism such that the organism could retain survival and health facing with the virus, germ and natural enemy. The so-called immune reaction inspires the unmanned system community, which includes the reaction including coping with the virus invading, the abrupt change of the environment, and the threatening of the natural enemy. In this paper, the survival problems of the unmanned system in the face of the attack, disturbance, jamming, blockade, damage, failure, and gaming are investigated. An universal framework of the immune intelligence of the unmanned system is established. In addition, the gap between the organism and the unmanned system is bridged. Considering the basic concept, reaction mechanism, key techniques and general framework, our paper puts research attention on the unmanned system. The problem is addressed from the perspectives of the perception and diagnosis, adaption and inspiration as well as learning and evolution.
AB - The traditional artificial intelligence of the unmanned system puts research focus on scientific discovery and technical implementation in the fields of human thought, perception and electromyographic response. The immune reaction is a unique physiological mechanism such that the organism could retain survival and health facing with the virus, germ and natural enemy. The so-called immune reaction inspires the unmanned system community, which includes the reaction including coping with the virus invading, the abrupt change of the environment, and the threatening of the natural enemy. In this paper, the survival problems of the unmanned system in the face of the attack, disturbance, jamming, blockade, damage, failure, and gaming are investigated. An universal framework of the immune intelligence of the unmanned system is established. In addition, the gap between the organism and the unmanned system is bridged. Considering the basic concept, reaction mechanism, key techniques and general framework, our paper puts research attention on the unmanned system. The problem is addressed from the perspectives of the perception and diagnosis, adaption and inspiration as well as learning and evolution.
KW - Immune control
KW - Immune intelligence
KW - Immune mechanism
KW - Self-healing control
KW - Self-tolerance
KW - Unmanned system
UR - http://www.scopus.com/inward/record.url?scp=85098153574&partnerID=8YFLogxK
U2 - 10.7527/S1000-6893.2020.24618
DO - 10.7527/S1000-6893.2020.24618
M3 - 文章
AN - SCOPUS:85098153574
SN - 1000-6893
VL - 41
JO - Hangkong Xuebao/Acta Aeronautica et Astronautica Sinica
JF - Hangkong Xuebao/Acta Aeronautica et Astronautica Sinica
IS - 11
M1 - 024618
ER -