Theoretical framework, design and implementation of artificial brain architecture for service robots

被引:0
|
作者
Malik, Naveen Kumar [1 ]
Singh, V. R. [1 ,2 ]
机构
[1] Maharshi Dayanand Univ, Univ Inst Engn & Technol, Dept Elect & Commun Engn, Rohtak 124001, Haryana, India
[2] Natl Phys Lab, New Delhi 110012, India
关键词
artificial intelligence; brain model; cognitive architectures; embedded system; intelligent wheelchair; architecture of robotic system; theory of intelligence; architecture of intelligent wheelchair; muscular dystrophy; cerebral palsy; meta-reasoning mechanism; cognition; rehabilitation devices; independent mobility; architecture of artificial brain;
D O I
10.1504/IJBET.2018.095208
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
In this investigation, a theoretical high-level brain model of human intelligence is devised to develop a theoretical high-level architecture for service robots, named as Artificial Brain Architecture for Service Robot (ABASR). It provides intelligent mechanism for service robots with multi-heterogeneous input, meta-reasoning, scientific inference engine and communication. The ABASR is a high-level human inspired theory of intelligence. To validate ABASR, the prototype robotic wheelchair is designed. It has features like obstacle avoidance, assisting user in mobility of wheelchair and emergency communication to handler. The developed robotic wheelchair is evaluated in room environment with four disable children suffering from muscular dystrophy and cerebral palsy and four caregivers. Findings confirm the importance of intelligent wheelchairs by providing independent mobility to user, reducing the cognitive workload of user, reducing the requirement of caregivers and bring confidence among its user.
引用
收藏
页码:286 / 306
页数:21
相关论文
共 50 条
  • [1] Design of an artificial brain for robots
    Masanori Sugisaka
    [J]. Artificial Life and Robotics, 1999, 3 (1) : 7 - 14
  • [2] The Design, Implementation, Demonstration of the Architecture, Service Framework, and Applications for a Connected Car
    Kook, Joongjin
    [J]. KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2021, 15 (02): : 637 - 657
  • [3] Design for Service Implementation: Proposing a Service Implementation Framework and Exploring Design Practices
    Yu, Eun
    [J]. DESIGN JOURNAL, 2021, 24 (06): : 907 - 930
  • [4] Design of Reconfigurable Heterogeneous Modular Architecture for Service Robots
    Ahn, Ho Seok
    Beak, Young Min
    Sa, In-Kyu
    Kang, Woo Sung
    Na, Jin Hee
    Choi, Jin Young
    [J]. 2008 IEEE/RSJ INTERNATIONAL CONFERENCE ON ROBOTS AND INTELLIGENT SYSTEMS, VOLS 1-3, CONFERENCE PROCEEDINGS, 2008, : 1313 - 1318
  • [5] Design and Implementation of CAN Fieldbus in Service Robots for the Elderly
    Wang Kun
    Mei Tao
    Luo Min-zhou
    [J]. 2011 INTERNATIONAL CONFERENCE ON FUTURE COMPUTER SCIENCE AND APPLICATION (FCSA 2011), VOL 3, 2011, : 235 - 238
  • [6] Embedded system design for robots - Design concept, system architecture, and implementation
    Wu, Li-Wei
    Hu, Jwu-Sheng
    [J]. IEEE ROBOTICS & AUTOMATION MAGAZINE, 2008, 15 (02) : 108 - 121
  • [7] A theoretical framework of design critiquing in architecture studios
    Oh, Yeonjoo
    Ishizaki, Suguru
    Gross, Mark D.
    Do, Ellen Yi-Luen
    [J]. DESIGN STUDIES, 2013, 34 (03) : 302 - 325
  • [8] Service robot implementation: a theoretical framework and research agenda
    Belanche, Daniel
    Casalo, Luis, V
    Flavian, Carlos
    Schepers, Jeroen
    [J]. SERVICE INDUSTRIES JOURNAL, 2020, 40 (3-4): : 203 - 225
  • [9] Concept, Design and Implementation of Sensing as a Service Framework
    Mafrur, Rischan
    Nugraha, I. Gde Dharma
    Choi, Deokjai
    [J]. ACM IMCOM 2015, PROCEEDINGS, 2015,
  • [10] A theoretical framework and an implementation architecture for self adaptive Web sites
    Mikroyannidis, A
    Theodoulidis, B
    [J]. IEEE/WIC/ACM INTERNATIONAL CONFERENCE ON WEB INTELLIGENCE (WI 2004), PROCEEDINGS, 2004, : 558 - 561