Location Prediction-Based Data Dissemination Using Swarm Intelligence in Opportunistic Cognitive Networks
المؤلفون المشاركون
Li, Jie
Wang, Pengfei
Zhou, Yan
Zhao, Zhijie
Wang, Xingwei
Jia, Jie
المصدر
Mathematical Problems in Engineering
العدد
المجلد 2014، العدد 2014 (31 ديسمبر/كانون الأول 2014)، ص ص. 1-15، 15ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2014-09-25
دولة النشر
مصر
عدد الصفحات
15
التخصصات الرئيسية
الملخص EN
Swarm intelligence is widely used in the application of communication networks.
In this paper we adopt a biologically inspired strategy to investigate the data dissemination problem in the opportunistic cognitive networks (OCNs).
We model the system as a centralized and distributed hybrid system including a location prediction server and a pervasive environment deploying the large-scale human-centric devices.
To exploit such environment, data gathering and dissemination are fundamentally based on the contact opportunities.
To tackle the lack of contemporaneous end-to-end connectivity in opportunistic networks, we apply ant colony optimization as a cognitive heuristic technology to formulate a self-adaptive dissemination-based routing scheme in opportunistic cognitive networks.
This routing strategy has attempted to find the most appropriate nodes conveying messages to the destination node based on the location prediction information and intimacy between nodes, which uses the online unsupervised learning on geographical locations and the biologically inspired algorithm on the relationship of nodes to estimate the delivery probability.
Extensive simulation is carried out on the real-world traces to evaluate the accuracy of the location prediction and the proposed scheme in terms of transmission cost, delivery ratio, average hops, and delivery latency, which achieves better routing performances compared to the typical routing schemes in OCNs.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Li, Jie& Wang, Xingwei& Jia, Jie& Wang, Pengfei& Zhou, Yan& Zhao, Zhijie. 2014. Location Prediction-Based Data Dissemination Using Swarm Intelligence in Opportunistic Cognitive Networks. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-15.
https://search.emarefa.net/detail/BIM-1044273
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Li, Jie…[et al.]. Location Prediction-Based Data Dissemination Using Swarm Intelligence in Opportunistic Cognitive Networks. Mathematical Problems in Engineering No. 2014 (2014), pp.1-15.
https://search.emarefa.net/detail/BIM-1044273
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Li, Jie& Wang, Xingwei& Jia, Jie& Wang, Pengfei& Zhou, Yan& Zhao, Zhijie. Location Prediction-Based Data Dissemination Using Swarm Intelligence in Opportunistic Cognitive Networks. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-15.
https://search.emarefa.net/detail/BIM-1044273
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1044273
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