Skip to main content

Advertisement

Springer Nature Link
Log in

Internet of things control mechanism based on controlled object information perception and multimode image signal processing

  • Original Research
  • Published:
Journal of Ambient Intelligence and Humanized Computing Aims and scope Submit manuscript

Abstract

With the scale increase of the internet of things (IOT) control system, the difficulty of information acquisition and image processing for controlled objects increases gradually. To solve the above problems, we proposed a stable and robust IOT control system based on the controlled object information sensing algorithm and multi-mode image signal processing. Firstly, a perceptual real-time control algorithm for the controlled objects information is indicated for controlling, monitoring and maintaining the moving objects at anywhere and anytime. Secondly, in the target location 3D area, the pixels of the controlled object are collected. These pixels are combined with the data characteristics of controlled objects to accurately describe the controlled targets. The multi-mode image signal of the controlled object was computed and processed in the multi-dimensional localization region of the image in real time. Finally, the data acquisition accuracy, signal processing accuracy and system execution efficiency of the proposed scheme were analyzed by mathematical analysis and field experiments. The results show that the proposed algorithm and the designed control mechanism of the IOT have good real-time performance, accuracy and robustness.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Log in via an institution

Subscribe and save

Springer+ Basic
$34.99 /Month
  • Get 10 units per month
  • Download Article/Chapter or eBook
  • 1 Unit = 1 Article or 1 Chapter
  • Cancel anytime
Subscribe now

Buy Now

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

Explore related subjects

Discover the latest articles and news from researchers in related subjects, suggested using machine learning.

References

  • Afraites L, Atlas A, Karami F et al (2017) Some class of parabolic systems applied to image processing[J]. Discrete Continuous Dyn Syst Ser B 21(6):1671–1687

    Article  MathSciNet  Google Scholar 

  • Dai L (2017) Design of IOT control platform for heat collecting system based on genetic algorithm[J]. Modern Electron Tech 40(6):21–24

    Google Scholar 

  • Ding DS, Wu JH, Zhou ZY et al (2013) Multimode image memory based on a cold atomic ensemble[J]. Phys Rev A 87(1):393–397

    Article  Google Scholar 

  • Fujita K, Suzuki M (2017) Image processing device, image processing method, and storage medium[J]. Fluessiges Obst 2(5):1–18

    Google Scholar 

  • Goodhew SC, Greenwood JA, Edwards M (2016) Categorical information influences conscious perception: an interaction between object-substitution masking and repetition blindness[J]. Atten Percept Psycho 78(4):1186–1202

    Article  Google Scholar 

  • Hansen T, Gegenfurtner KR (2017) Color contributes to object-contour perception in natural scenes[J]. J Vis 17(3):14

    Article  Google Scholar 

  • Jiang P, Lei T, Zhou J et al (2012) Multimode image tracking machine based on multi-processor[J]. J Converg Inform Technol 7(12):291–299

    Article  Google Scholar 

  • Kim JS, Baek SM, Jin YJ et al (2017) Design and implementation of IoT control system based on gestures with wearable devices[J]. J Korean Inst Inform Technol 15(10):101–112

    Article  Google Scholar 

  • Li X, Huang Q, Wu D (2017) Distributed Large-Scale Co-simulation for IoT-aided smart grid control[J]. IEEE Access 5(99):19951–19960

    Article  Google Scholar 

  • Liang CJM, Bu L, Li Z et al (2016) Systematically debugging IoT control system correctness for building automation[C]. In: ACM international conference on systems for energy-efficient built environments. ACM, pp. 133–142

  • Ourad AZ, Belgacem B, Salah K (2018) Using Blockchain for IOT access control and authentication Management[C]. In: International conference on internet of things. Springer, Cham, pp 150–164

    Google Scholar 

  • Salhaoui M, Arioua M, Guerrero-González A et al (2018) An IoT control system for wind power generators[C]. In: International conference on information processing and management of uncertainty in knowledge-based systems. Springer, Cham, pp 469–479

    Google Scholar 

  • Smith NA, Folland NA, Martinez DM et al (2017) Multisensory object perception in infancy: 4-month-olds perceive a mistuned harmonic as a separate auditory and visual object[J]. Cognition 164:1

    Article  Google Scholar 

  • Vater C, Kredel R, Hossner EJ (2016) Detecting single-target changes in multiple object tracking: the case of peripheral vision[J]. Atten Percept Psycho 78(4):1004

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

  1. College of Information Science and Technology, Dalian Maritime University, Dalian, 116026, China

    Shi Guiming & Suo Jidong

  2. School of Electrical Engineering, Dalian University of Science and Technology, Dalian, 116052, China

    Shi Guiming

Authors
  1. Shi Guiming
    View author publications

    You can also search for this author inPubMed Google Scholar

  2. Suo Jidong
    View author publications

    You can also search for this author inPubMed Google Scholar

Corresponding author

Correspondence to Shi Guiming.

Additional information

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Guiming, S., Jidong, S. Internet of things control mechanism based on controlled object information perception and multimode image signal processing. J Ambient Intell Human Comput 11, 617–622 (2020). https://doi.org/10.1007/s12652-018-1119-2

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12652-018-1119-2

Keywords