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Weny Indah Kusumawati
Universitas Dinamika
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Performance Evaluation of IIR and FIR Filters Using Windowing Techniques for EEG Dewanta, Aurellio Indra; Arhinzah, Fillah; Atho'Illah, Muhammad Wildan; Indah Kusumawati, Weny; Puspasari, Ira
MDP Student Conference Vol 5 No 2 (2026): The 5th MDP Student Conference 2026
Publisher : Universitas Multi Data Palembang

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.35957/mdp-sc.v5i2.15503

Abstract

Electroencephalogram (EEG) signals are highly susceptible to noise artifacts such as muscle activity, eye blinks, and power-line interference, which degrade signal quality and analysis accuracy. Digital filtering is therefore essential to preserve the EEG frequency band of interest (0.5–40 Hz) while suppressing unwanted components. This study presents a systematic comparison of Finite Impulse Response (FIR) and Infinite Impulse Response (IIR) filters for EEG signal denoising. FIR filters were implemented using Hamming, Hann, and Blackman window methods, whereas IIR filters included Butterworth, Chebyshev type I, Chebyshev type II, and Elliptic designs. All filters were applied to the same EEG signal under identical conditions. Performance was evaluated using visual inspection and Signal-to-Noise Ratio (SNR) analysis, followed by pole–zero stability assessment of the best-performing filters. The results show that FIR filtering achieved a higher SNR improvement (11.0 dB) than IIR filtering (8.61 dB), indicating superior noise suppression and stability for EEG signal processing.
Co-Authors - Harianto Adisaputra Zidha Noorizki Anugraha, Muh Redha Arhinzah, Fillah Arif Wicaksono Atho'Illah, Muhammad Wildan Atthaariq Maulana, Muhammad Ayu, Stephanie Astrid Charisma Dimas Affandi Charisma Dimas Affandi Charisma Dimas Affandi Christianto, Edo Dwi Daniel Tanugraha, Filbert Dewanta, Aurellio Indra Dewanto, Arief Rizki Diano Alfayied Fissabillillah Eka Sari Oktarina Ernawati, Fifin Fakhruddin, Muhammad Aldi Febriansyah, Rizky Alief Febriliana, Ridha Fifin Ernawati Fredi Wakerkwa Harianto Harianto Harianto Harianto Harianto Harianto Heri Pratikno Ira Puspasari Ira Puspasari Ira Puspasari Jaya, Toni Setiawan Jusak Jusak Jusak Jusak Malik, Alief Nurul Muh Redha Anugraha Muh. Bahruddin Musayyanah Musayyanah Musayyanah Noorizki, Adisaputra Zidha Pauladie Susanto PERMANA, ZENDI ZAKARIA RAGA Phompi Andinata Praktikno, Heri Prastyo, Herru Putri Fatimah Zahra Al-Gadri Rizky Alief Febriansyah Sulistiowati Sulistiowati Sulistiowati Sulistiowati Sulistiowati Sulistiowati Sulistiowati, Sulistiowati Wangi, Mega Pandan Wicaksono, Arif Wicaksono, Arif Wiyono, Reynaldi Arfian Agus Yazid, Abdul Yosia Pradeska Admaja Yunanto Tri Laksono, Yunanto Tri