Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : International Journal of Reconfigurable and Embedded Systems (IJRES)

Implementation of first order statistical processor on FPGA for feature extraction Hadiyoso, Sugondo; Ramdani, Ahmad Zaky; Irawati, Indrarini Dyah; Wijayanto, Inung
International Journal of Reconfigurable and Embedded Systems (IJRES) Vol 13, No 2: July 2024
Publisher : Institute of Advanced Engineering and Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11591/ijres.v13.i2.pp234-243

Abstract

Statistical calculations on signals commonly used in feature extraction. In software processing, statistical computation is an easy task. However, providing a computer requires high costs for simple statistical processing. Another consideration is the need for implementation with real-time and portable processing. Therefore, an alternative device is needed, one of which is the field programmable gate array (FPGA). FPGA is a logic circuit board that can be reconfigured according to computing needs. FPGA can also be used as a prototyping of electronic chips. However, implementing statistical formulas in FPGA is interesting in developing its architecture. Therefore, this research proposes a logic circuit design that can be used for first-order statistical calculations. Statistical parameters include the mean, variance, standard deviation, skewness, and kurtosis. The validation test was performed on the electrocardiogram (ECG) signal series and compared with manual calculations. Validation shows that the mean and variance has very high accuracy with an average error of less than 0.06%.
Co-Authors Abdillah, Obey Muhammad Achmad Muzahid Achmad Rizal Achmad Rizal Adisaputra, Rangga Aditya, Hendra Adnan Azhary Ahmad Hilmi Ahmad Muammar Agusti Ainul Mardiyah, Ainul Akbar Budi Wikanta Aldo Setiawan Alif, M.Nurfadli Alrizqi, Naufal Dwi Amalia, Salwa Azzahra Ana Durrotul Isma Andhita Nurul Khasanah Andi Muhammad Wahyu Safaat Angga Rusdinar ANGGUNMEKA LUHUR PRASASTI Arif, Faris Naufal Atiffan Ramadhiat Aulia, Indah Ratu Ayu Tuty Utami Azahra, Yasmin Azis, Qitfirul Abdul Azriel Gilbert Samuel Rogito Azzahra, Salwa Bagus Tri Astadi Balova , Fathrurrizqa Bambang Hidayat Bambang Setia Nugroho Bara, Alfianto Teofilus Bayu Erviga Yulanda Setiawan Budhi Irawan Daivalana Mahadika Priatama Denny Darlis Dewi Rahmaniar, Thalita Didin Bramastya Dilazapira, Dilazapira Diliana, Faizza Haya Dillana, Faizza Haya Dinar , Siti Sadira Muntaz Eko Susatio Elia Kurniawati Fadhilah, Hana Fardiyanti, Defitriana Fathrurrizqa Balova Faturachman Faturachman Fauzia Anis Sekar Ningrum Febriani, Adinda Zahra Firdatunnisa , Salma Pebrina Firdaus, Alvaro Ahmad Firmanda Robi Fitriah Halimah Gadama, Melsan Gelar Budiman Gemilang Kurniawan Soejantono Givalle , Zerricho Helsa Bagus Goenadiningrat, Jeahan Fitria Hafizha, Izzul Fiqri Hairulnizam Mahdin, Hairulnizam Hakim, Nurina Listya Hendriadi Mukri HUMAIRANI, ANNISA Hurianti Vidyaningtyas I Nyoman Apraz Ramatryana Ilham Fadhlurrohman Ilva Herdayanti Indra Bari Yulio Indra Wijaya, Igpo Indrarini Dyah Irawati Indri Utami Sumaryanti Iqbal Eshar Dwi Pourindra Iqbal Surya Adi Permana Irsyad Abdul Basit Iwan Iwut Tritoasmoro Jangkung Raharjo Jannah, Sabila Hayyinun Jasmine, Diva Dhila Jauhari, Muhammad I Jaya, M. Izham Jehan Pratama Herdaning Karina Permatasari Khairul Sani Kurnia Ismanto, Rima Ananda Larasaty, Sakura Lata Tripathi, Suman Leanna Vidya Yovita Levy Olivia Nur Lokahita, Lulu Luthfi Muhammad Pahlevi M. Fadhil Abdullah Mamat Rokhmat Mastrawan, Achyar Mausoof, Aldwin Lutffattan Meidatomo , Muhammad Haykal Meidi Mahendra Rahmatullah Melati Wahyutami Milan Adila Amalia Mohamad Ilham Abdurrahman Mohd Radzuan, Nabilah Filzah Mubarak-Ali, Al-Fahim Muhammad Aamir Muhammad Adnan Muhammad Ary Murti Muhammad Ridho Putra Muzahid, Achmad Nadya Silva Arline Nasution, Seri Wahyuni Nizhar Arya Hamitha Novian Permana Nur Afifah Nur Ibrahim Nur Ikhsan, Rifki Rahman Nur Pratama, Yohanes Juan Nurina Listya Hakim Nurmala, Zulfa Olivia Rossiana Pahira, Ela Diranda Pandu Jati Utomo Pelita Santi Permana, Andri Satia Prakoso, Mochamad Rafi Alfian Prasetio Nugroho Putra, I Gusti Ngurah R. A. Putri, Athaliqa Ananda Putri, Indah Amalia R. Dhenake Aghni Bunga R. S. Deanto R. Yunendah Nur Fu’adah Raditiana Patmasari Raharja, Azuan Syahril Kurniadi Rahayu Lubis Rahmaniar, Thalita Dewi Ramdani, Ahmad Zaky Rani Harnila Ratri Dwi Atmaja Rayani Budi Andhini Rayyan Budhiarta Reny Yuliani Arnis Revi Febriana Simanjuntak Rina Pudji Astuti Rita Magdalena Rita Purnamasari Rivan Radian Suryadi Rizal Fachrudin Maulana Rizky Gilang Gumilar Rogito, Azriel Gilbert Samuel Sa'idah, Sofia Safitri, Ayu Sekar Saftari, Liana Nafisa Satrio Nur Adhi Gyat Sa’idah, Sofia Sekar Safitri, Ayu Sidqi, Anka Siti Nur Fatihah Sofia Naning Hertiana Sofia Sa’idah SOFIA SAIDAH Subiakto, Septiaini Dela Suci Aulia Sugondo Hadiyoso Sulistyo, Tobias Mikha Sunarso Sunarso Syahnas, Aulia Teguh Musaharpa Gunawan Triadi Triadi Unang Sunarya Utami, Maureen Ratna Varian Mohammad Sutama Wahyu Lukman Hasan Wibowo, Raiyan Adi Wirakusuma, Muhammad P. Y. P. Gautama Yaacob, Siti Salwani Yasmin Azahra Yoza Radyaputra YULI SUN HARIYANI Yuwono , Fadly Bimo Eka Zidanti, Fira Zulfikar F.M. Ramli