Diffusion LMS Strategies for Distributed Estimation
We consider the problem of distributed estimation, where a set of nodes is required to collectively estimate some parameter of interest from noisy measurements. The problem is useful in several contexts including wireless and sensor networks, where scalability, robustness, and low power consumption...
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| Published in | IEEE transactions on signal processing Vol. 58; no. 3; pp. 1035 - 1048 |
|---|---|
| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
New York, NY
IEEE
01.03.2010
Institute of Electrical and Electronics Engineers The Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1053-587X 1941-0476 1941-0476 |
| DOI | 10.1109/TSP.2009.2033729 |
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| Abstract | We consider the problem of distributed estimation, where a set of nodes is required to collectively estimate some parameter of interest from noisy measurements. The problem is useful in several contexts including wireless and sensor networks, where scalability, robustness, and low power consumption are desirable features. Diffusion cooperation schemes have been shown to provide good performance, robustness to node and link failure, and are amenable to distributed implementations. In this work we focus on diffusion-based adaptive solutions of the LMS type. We motivate and propose new versions of the diffusion LMS algorithm that outperform previous solutions. We provide performance and convergence analysis of the proposed algorithms, together with simulation results comparing with existing techniques. We also discuss optimization schemes to design the diffusion LMS weights. |
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| AbstractList | We consider the problem of distributed estimation, where a set of nodes is required to collectively estimate some parameter of interest from noisy measurements. The problem is useful in several contexts including wireless and sensor networks, where scalability, robustness, and low power consumption are desirable features. Diffusion cooperation schemes have been shown to provide good performance, robustness to node and link failure, and are amenable to distributed implementations. In this work we focus on diffusion-based adaptive solutions of the LMS type. We motivate and propose new versions of the diffusion LMS algorithm that outperform previous solutions. We provide performance and convergence analysis of the proposed algorithms, together with simulation results comparing with existing techniques. We also discuss optimization schemes to design the diffusion LMS weights. |
| Author | Cattivelli, F.S. Sayed, A.H. |
| Author_xml | – sequence: 1 givenname: F.S. surname: Cattivelli fullname: Cattivelli, F.S. organization: Dept. of Electr. Eng., Univ. of California, Los Angeles, CA, USA – sequence: 2 givenname: A.H. surname: Sayed fullname: Sayed, A.H. organization: Dept. of Electr. Eng., Univ. of California, Los Angeles, CA, USA |
| BackLink | http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=22421246$$DView record in Pascal Francis |
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| CODEN | ITPRED |
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| SubjectTerms | Adaptive networks Algorithm design and analysis Algorithms Analytical models Applied sciences Convergence Design engineering Detection, estimation, filtering, equalization, prediction Diffusion diffusion LMS diffusion networks distributed estimation energy conservation Energy consumption Exact sciences and technology Information, signal and communications theory Least squares approximation Miscellaneous Optimization Parameter estimation Performance analysis Power consumption Robustness Scalability Sensor phenomena and characterization Signal and communications theory Signal processing Signal, noise Strategy Telecommunications and information theory Wireless sensor networks |
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| Title | Diffusion LMS Strategies for Distributed Estimation |
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