Meshram, Rahul ; Borkar, V. S. ; Manjunath, D. (2012) Problem-aware scheduling of in-network computation over multi-hop wireless networks In: 2012 International Conference on Signal Processing and Communications (SPCOM), 22-25 July 2012, Bangalore, India.
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Official URL: http://doi.org/10.1109/SPCOM.2012.6290215
Related URL: http://dx.doi.org/10.1109/SPCOM.2012.6290215
Abstract
We consider in-network distributed implementations of some stochastic approximation type estimation algorithms, subject to transmission constraints in wireless networks. Based on the analysis of asynchronous stochastic approximation schemes, we formulate the problem of optimizing the transmission schedule subject to constraints imposed by wireless transmission, so as to maximize the speed of convergence. We propose one centralized and one distributed scheme for this problem and provide computational support for these.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Source: | Copyright of this article belongs to IEEE. |
| ID Code: | 135228 |
| Deposited On: | 20 Jan 2023 07:11 |
| Last Modified: | 20 Jan 2023 07:11 |
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