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| Content Provider | IET Digital Library |
|---|---|
| Author | Ahirwal, Mitul Kumar Kumar, Anil Singh, Girish Kumar |
| Abstract | In this study, applied research based on sub-band adaptive filtering (SAF) of electroencephalography/event related potential signal has been conducted. Noisy co-variants of event related potential signals are filtered through sub-band adaptive filters (AFs). SAF with evolutionary techniques (ETs) has been attempted first time. Five ETs, such as particles swarm optimisation, artificial bee colony, cuckoo optimisation algorithm, genetic algorithm, and differential evolution with their variants have been employed for optimisation of SAF. Average computational time and shape measures the difference of ET-based sub-AFs have been improved by decimation in sub-bands before adaptive filtering. |
| Starting Page | 987 |
| Ending Page | 997 |
| Page Count | 11 |
| ISSN | 17518822 |
| Volume Number | 9 |
| e-ISSN | 17518830 |
| Issue Number | Issue 8, Nov (2015) |
| Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/iet-smt/9/8 |
| Alternate Webpage(s) | https://digital-library.theiet.org/content/journals/10.1049/iet-smt.2015.0048 |
| Journal | IET Science, Measurement & Technology |
| Access Restriction | Open |
| Rights Holder | © The Institution of Engineering and Technology |
| Subject Keyword | Adaptive Filter Artificial Bee Colony Bioelectric Signal Cuckoo Optimisation Algorithm Differential Evolution Digital Signal Processing Discrete Event Simulation Electrodiagnostics And Other Electrical Measurement Technique Electroencephalography Electroencephalography/event Related Potential Signal Evolutionary Computation Evolutionary Technique Filter And Other Network Filtering Method in Signal Processing Genetic Algorithm Modelling And Identification Nature Inspired Optimisation Technique Noisy Co-variants Optimisation Technique Particle Swarm Optimisation Simulation Sub-band Adaptive Filtering Method |
| Content Type | Text |
| Resource Type | Article |
| Subject | Atomic and Molecular Physics, and Optics Electrical and Electronic Engineering |
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