A Novel Voting Algorithm Based on Weighted Average Voting with a Classification Technique
Kassab, M., Hashad, A., Taha, H., Shedied, S. (2013). A Novel Voting Algorithm Based on Weighted Average Voting with a Classification Technique. EKB Journal Management System, 15(AEROSPACE SCIENCES & AVIATION TECHNOLOGY, ASAT - 15 – May 28 - 30, 2013), 1-8. doi: 10.21608/asat.2013.22266
M. A. Kassab; A. Hashad; H. S. Taha; S. A. Shedied. "A Novel Voting Algorithm Based on Weighted Average Voting with a Classification Technique". EKB Journal Management System, 15, AEROSPACE SCIENCES & AVIATION TECHNOLOGY, ASAT - 15 – May 28 - 30, 2013, 2013, 1-8. doi: 10.21608/asat.2013.22266
Kassab, M., Hashad, A., Taha, H., Shedied, S. (2013). 'A Novel Voting Algorithm Based on Weighted Average Voting with a Classification Technique', EKB Journal Management System, 15(AEROSPACE SCIENCES & AVIATION TECHNOLOGY, ASAT - 15 – May 28 - 30, 2013), pp. 1-8. doi: 10.21608/asat.2013.22266
Kassab, M., Hashad, A., Taha, H., Shedied, S. A Novel Voting Algorithm Based on Weighted Average Voting with a Classification Technique. EKB Journal Management System, 2013; 15(AEROSPACE SCIENCES & AVIATION TECHNOLOGY, ASAT - 15 – May 28 - 30, 2013): 1-8. doi: 10.21608/asat.2013.22266

A Novel Voting Algorithm Based on Weighted Average Voting with a Classification Technique

International Conference on Aerospace Sciences and Aviation Technology
Article 114, Volume 15, AEROSPACE SCIENCES & AVIATION TECHNOLOGY, ASAT - 15 – May 28 - 30, 2013, May 2013, Page 1-8  XML PDF (616.67 K)
Document Type: Original Article
DOI: 10.21608/asat.2013.22266
View on SCiNiTO View on SCiNiTO
Authors
M. A. Kassab1; A. Hashad2; H. S. Taha3; S. A. Shedied3
1MSc student.
2Prof. AAST, Egypt.
3Egyptian Armed Forces, Egypt.
Abstract
Weighted average voting has been widely used in control and computing systems. A novel voting algorithm based on combining the weighted average voter (WAV) with the minimum distance classification (MDC) technique. This voting algorithm uses WAV to indicate the minimum distance that will be used in the classification technique to select one measurement as the voter output. It is applicable for handling the output of an array of skewed sensors in safety related applications. The performance of the proposed voter is evaluated through a series of fault injection experiments and the results are compared with those of the exact majority voter [1], the WAV [2] and the enhanced weighted average voter (EWAV) [3]. The experimental results showed that the novel voter gives better performance in terms of reliability and complexity than the three other voters.
Keywords
Sensor redundancy; Voting algorithms; reliability enhancement
Statistics
Article View: 158
PDF Download: 127