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http://hdl.handle.net/10397/98527
| Title: | Distributed acoustic beamforming with blockchain protection | Authors: | Wang, Q Guo, S Yiu, KFC |
Issue Date: | Nov-2020 | Source: | IEEE transactions on industrial informatics, Nov. 2020, v. 16, no. 11, p. 7126-7135 | Abstract: | Speech is a natural user interface for the Internet of Things system. However, the presence of noise affects severely the performance of such system. With the deployment of smart devices with microphones, one can form a powerful acoustic sensor network to enhance the speech via beamforming techniques. On the other hand, reliability of data transmission also determines the beamforming performance, since faulty data will drift the beamformer steering location randomly. Currently, there is no protection scheme for acoustic data transmitted over the wireless network in order to keep steady beamforming performance. In this article, we design a compound distributed beamformer, where nodes are grouped and the system is embedded with blockchain technology to protect the data integrity during transmission. It attempts to provide more possible reliable connections between groups. Simulated experiments show that the distributed beamformer with blockchain protection is able to maintain steady beamforming performance. | Keywords: | Blockchain data protection Distributed acoustic array network Signal enhancement |
Publisher: | Institute of Electrical and Electronics Engineers | Journal: | IEEE transactions on industrial informatics | ISSN: | 1551-3203 | EISSN: | 1941-0050 | DOI: | 10.1109/TII.2020.2975899 | Rights: | © 2020 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works. The following publication Q. Wang, S. Guo and K. -F. C. Yiu, "Distributed Acoustic Beamforming With Blockchain Protection," in IEEE Transactions on Industrial Informatics, vol. 16, no. 11, pp. 7126-7135 is available at https://doi.org/10.1109/TII.2020.2975899. |
| Appears in Collections: | Journal/Magazine Article |
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| File | Description | Size | Format | |
|---|---|---|---|---|
| Wang_Distributed_Acoustic_Beamforming.pdf | Pre-Published version | 1.91 MB | Adobe PDF | View/Open |
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