A Cooperative Denoising Algorithm with Interactive Dynamic Adjustment Function for Security of Stacker in Industrial Internet of Things
المؤلفون المشاركون
Darong, Huang
Wan, Shaohua
Ke, Lanyan
Mi, Bo
Wei, Guosheng
Wang, Jian
المصدر
Security and Communication Networks
العدد
المجلد 2019، العدد 2019 (31 ديسمبر/كانون الأول 2019)، ص ص. 1-16، 16ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2019-02-03
دولة النشر
مصر
عدد الصفحات
16
التخصصات الرئيسية
تكنولوجيا المعلومات وعلم الحاسوب
الملخص EN
In order to more effectively eliminate the disturbance of vibration signal to ensure the security monitoring of stacker be more accurate in Industrial Internet of Things (IIoT), a cooperative denoising algorithm with interactive dynamic adjustment function was constructed and proposed.
First, some basic theories such as EMD, EEMD, LMS, and VSLMS were introduced in detail according the characteristics of stacker in IIoT.
Meanwhile, the advantages and disadvantages of varieties of algorithms have been analyzed.
Secondly, based on the traditional VSLMS-EEMD, an improved VSLMS-EEMD was proposed.
Thirdly, to guarantee the denoising effect of security monitoring in IIoT, a cooperative denosing model and framework named as IDVSLMS-EEMD was designed and constructed based on the advantages of LMS, VSLMS, and improved VSLMS-EEMD.
In addition, the assignment rules and models of the corresponding weight coefficients were also set up according to the features of the error signal of denoising process in IIoT.
At the same time, we have designed a cooperative denoising algorithm with interactive dynamic adjustment function.
And some evaluated indexes such as NSR and SDR were selected and introduced to evaluate the effectiveness of the different algorithms.
Thirdly, some simulation examples and real experiment examples of stacker running signals under abnormal condition, which has been developed and applied in Power Grid of China, was used to verify and simulate the effectiveness of our presented algorithm.
The experiment comparison results have shown that our algorithm can improve the denosing effect.
Finally, some conclusions were discussed and the directions for future engineering application were also pointed out.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Darong, Huang& Ke, Lanyan& Mi, Bo& Wei, Guosheng& Wang, Jian& Wan, Shaohua. 2019. A Cooperative Denoising Algorithm with Interactive Dynamic Adjustment Function for Security of Stacker in Industrial Internet of Things. Security and Communication Networks،Vol. 2019, no. 2019, pp.1-16.
https://search.emarefa.net/detail/BIM-1210410
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Darong, Huang…[et al.]. A Cooperative Denoising Algorithm with Interactive Dynamic Adjustment Function for Security of Stacker in Industrial Internet of Things. Security and Communication Networks No. 2019 (2019), pp.1-16.
https://search.emarefa.net/detail/BIM-1210410
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Darong, Huang& Ke, Lanyan& Mi, Bo& Wei, Guosheng& Wang, Jian& Wan, Shaohua. A Cooperative Denoising Algorithm with Interactive Dynamic Adjustment Function for Security of Stacker in Industrial Internet of Things. Security and Communication Networks. 2019. Vol. 2019, no. 2019, pp.1-16.
https://search.emarefa.net/detail/BIM-1210410
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1210410
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر