An endocrine-based intelligent distributed cooperative algorithm for target tracking in wireless sensor networks
Gespeichert in:
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)
Online Zugang:
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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 | ||
| 950 | |B NATIONALLICENCE |P 856 |E 40 |u https://doi.org/10.1007/s00500-014-1352-3 |q text/html |z Onlinezugriff via DOI | ||
| 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 | ||