An endocrine-based intelligent distributed cooperative algorithm for target tracking in wireless sensor networks

Verfasser / Beitragende:
[Yanling Jin, Yongsheng Ding, Kuangrong Hao, Yaochu Jin]
Ort, Verlag, Jahr:
2015
Enthalten in:
Soft Computing, 19/5(2015-05-01), 1427-1441
Format:
Artikel (online)
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024 7 0 |a 10.1007/s00500-014-1352-3  |2 doi 
035 |a (NATIONALLICENCE)springer-10.1007/s00500-014-1352-3 
245 0 3 |a An endocrine-based intelligent distributed cooperative algorithm for target tracking in wireless sensor networks  |h [Elektronische Daten]  |c [Yanling Jin, Yongsheng Ding, Kuangrong Hao, Yaochu Jin] 
520 3 |a In this paper, a novel endocrine-based intelligent distributed cooperative algorithm (EIDCA) for target tracking is proposed inspired by the regulating mechanisms of the human hormone systems. The EIDCA enables the nodes in the wireless sensor networks to self-organize themselves autonomously without a centralized control for target detection. A probability-based scheme for hormone transmission is also introduced to alleviate fluctuations of the network caused by frequent switches of the nodes. Meanwhile, a numerical evaluation method is designed to provide a quantitative metric for comparing the tracking performance of different algorithms. Simulation results show that the decentralized network controlled by the EIDCA can work efficiently and reliably without central control. It is also shown that the proposed EIDCA outperforms the compared algorithms in tracking targets. 
540 |a Springer-Verlag Berlin Heidelberg, 2014 
690 7 |a Distributed cooperative algorithm  |2 nationallicence 
690 7 |a Wireless sensor networks  |2 nationallicence 
690 7 |a Artificial endocrine system  |2 nationallicence 
690 7 |a Hormone  |2 nationallicence 
690 7 |a Target tracking  |2 nationallicence 
700 1 |a Jin  |D Yanling  |u College of Information Sciences and Technology, Donghua University (Former: China Textile University), 2999 North Renmin Road, Songjiang District, 201620, Shanghai, People's Republic of China  |4 aut 
700 1 |a Ding  |D Yongsheng  |u College of Information Sciences and Technology, Donghua University (Former: China Textile University), 2999 North Renmin Road, Songjiang District, 201620, Shanghai, People's Republic of China  |4 aut 
700 1 |a Hao  |D Kuangrong  |u College of Information Sciences and Technology, Donghua University (Former: China Textile University), 2999 North Renmin Road, Songjiang District, 201620, Shanghai, People's Republic of China  |4 aut 
700 1 |a Jin  |D Yaochu  |u College of Information Sciences and Technology, Donghua University (Former: China Textile University), 2999 North Renmin Road, Songjiang District, 201620, Shanghai, People's Republic of China  |4 aut 
773 0 |t Soft Computing  |d Springer Berlin Heidelberg  |g 19/5(2015-05-01), 1427-1441  |x 1432-7643  |q 19:5<1427  |1 2015  |2 19  |o 500 
856 4 0 |u https://doi.org/10.1007/s00500-014-1352-3  |q text/html  |z Onlinezugriff via DOI 
898 |a BK010053  |b XK010053  |c XK010000 
900 7 |a Metadata rights reserved  |b Springer special CC-BY-NC licence  |2 nationallicence 
908 |D 1  |a research-article  |2 jats 
949 |B NATIONALLICENCE  |F NATIONALLICENCE  |b NL-springer 
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950 |B NATIONALLICENCE  |P 700  |E 1-  |a Jin  |D Yanling  |u College of Information Sciences and Technology, Donghua University (Former: China Textile University), 2999 North Renmin Road, Songjiang District, 201620, Shanghai, People's Republic of China  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Ding  |D Yongsheng  |u College of Information Sciences and Technology, Donghua University (Former: China Textile University), 2999 North Renmin Road, Songjiang District, 201620, Shanghai, People's Republic of China  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Hao  |D Kuangrong  |u College of Information Sciences and Technology, Donghua University (Former: China Textile University), 2999 North Renmin Road, Songjiang District, 201620, Shanghai, People's Republic of China  |4 aut 
950 |B NATIONALLICENCE  |P 700  |E 1-  |a Jin  |D Yaochu  |u College of Information Sciences and Technology, Donghua University (Former: China Textile University), 2999 North Renmin Road, Songjiang District, 201620, Shanghai, People's Republic of China  |4 aut 
950 |B NATIONALLICENCE  |P 773  |E 0-  |t Soft Computing  |d Springer Berlin Heidelberg  |g 19/5(2015-05-01), 1427-1441  |x 1432-7643  |q 19:5<1427  |1 2015  |2 19  |o 500