Open access Jurnal SINTA 1
Diagnosis of Faulty Sensors in Antenna Array using Hybrid Differential Evolution based Compressed Sensing Technique
International Journal of Electrical and Computer Engineering (IJECE) · Vol. 7 No. 2 (2017)
- ISSN
- 2088-8708, 2088-8708
- Published
- 2017-04-01
- Publisher
- Institute of Advanced Engineering and Science
Abstract
In this work, differential evolution based compressive sensing technique for detection of faulty sensors in linear arrays has been presented. This algorithm starts from taking the linear measurements of the power pattern generated by the array under test. The difference between the collected compressive measurements and measured healthy array field pattern is minimized using a hybrid differential evolution (DE). In the proposed method, the slow convergence of DE based compressed sensing technique is accelerated with the help of parallel coordinate decent algorithm (PCD). The combination of DE with PCD makes the minimization faster and precise. Simulation results validate the performance to detect faulty sensors from a small number of measurements.
Collaboration network of the authors
34 authors · 107 co-authorship links · 42 across different organisations
Hover or tap a name to highlight its co-authors. Double-click to open the author's page.
- University of Technology Malaysia
- Tun Hussein Onn University of Malaysia
- Loughborough University
- Air University
- Université Rennes 1
- University of Buner
- Affiliation unknown
- Different organisations
- Same organisation
- Affiliation unknown
- Thicker line = more joint articles · bigger circle = more articles
Show as table
| Co-author | Organisation | Joint articles |
|---|---|---|
| Huda A. Majid | Tun Hussein Onn University of Malaysia | 11 |
| Farid Zubir | University of Technology Malaysia | 3 |
| Noor Asmawati Samsuri | University of Technology Malaysia | 3 |
| Mohd Fairus Mohd Yusoff | University of Technology Malaysia | 2 |
| Samsul Haimi Dahlan | Tun Hussein Onn University of Malaysia | 2 |
| Zuhairiah Zainal Abidin | Tun Hussein Onn University of Malaysia | 2 |
| Bashar A. F. Esmail | Tun Hussein Onn University of Malaysia | 2 |
| M. R. Hamid | University of Technology Malaysia | 2 |
| Raimi Dewan | University of Technology Malaysia | 2 |
| Arrauzah Razak | University of Technology Malaysia | 2 |
| Murtala Aminu-Baba | University of Technology Malaysia | 2 |
| Atif Ellahi Khan Khalil | Affiliation unknown | 2 |
| Sardar Ali | University of Buner | 2 |
| Norsaidah Muhamad Nadzir | University of Technology Malaysia | 1 |
| Amerrul Zabri | University of Technology Malaysia | 1 |
| Nurul Jannah Ramly | University of Technology Malaysia | 1 |
| Ronan Sauleau | Université Rennes 1 | 1 |
| Zaharah Johari | University of Technology Malaysia | 1 |
| Mohamad Aasyraaf Mohd Shaufi | Tun Hussein Onn University of Malaysia | 1 |
| Osman Ayop | Tun Hussein Onn University of Malaysia | 1 |
| Muataz Watheq Sabri | University of Technology Malaysia | 1 |
| M. K. A. Rahim | University of Technology Malaysia | 1 |
| N. A. Elias | University of Technology Malaysia | 1 |
| Chinthana J. Panagamuwa | Loughborough University | 1 |
| William G. Whittow | Loughborough University | 1 |
| M. Safuan Zainudin | University of Technology Malaysia | 1 |
| Kamilia Kamardin | University of Technology Malaysia | 1 |
| Izni Husna Idris | University of Technology Malaysia | 1 |
| N. S. M. Yaziz | University of Technology Malaysia | 1 |
| N. S. Nadzir | University of Technology Malaysia | 1 |
Affiliations come from OpenAlex; journal OAI-PMH metadata carries none. Authors without an OpenAlex ID are matched by name, which can merge or split people.