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Journal : IPTEK The Journal for Technology and Science

Optimization of Access Point Positioning on Wi-Fi Networks Using the K-Means Clustering Method Faiz Ainun Karima; Ary Mazharuddin Shiddiqi
IPTEK The Journal for Technology and Science Vol 33, No 1 (2022)
Publisher : IPTEK, LPPM, Institut Teknologi Sepuluh Nopember

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12962/j20882033.v33i1.12402

Abstract

Uneven distribution is a common problem in setting up access points where some areas have many signals colliding with each other and others have no signals at all (blank spots). As a result, proper access point positioning on the WI-FI network is required to optimize the number of access points used and the signal strength received while maintaining the same coverage area's functionality. In this study, signal strength measurement is used to obtain the estimated distance using the Received Signal Strength Indicator (RSSI) method. The server analyzes using the K-Means Clustering algorithm to cluster the observation area. The output of this classification is the mapping of dense regions (traffic) and loose regions to determine the coverage areas of each access point. This approach aims to optimize the placement of access points in terms of their number and specifications.
Co-Authors A. Zainal Abidin Agung Mustika Rizki Al Kanza, Kalyana Putri Alzamzami, Moch. Nafkhan Ano Rangga Rahardika Aris Tjahyanto Arsyad, Hammuda Arvina Anggie Kharizma Azzam Jihad Ulhaq Bagaskoro Kuncoro Ardi Bagus Jati Santos Baskoro Adi Pratomo Baskoro Adi Pratomo Bayu Arnel Premdan Afristo Bilqis Amaliah Bintang Nuralamsyah Budi Triyono Christian Budhi Sabdana Dedy Yanto Dian Saptarini Diani, Nabila A'idah Dini Yuniasri Dion Devara Aryasatya Doni Putra Purbawa Emerson Eridiansyah Z Fadhila, Farah Dhia Faiz Ainun Karima Faosan Mapa Fayruz Rahma Fikriansyah, Irsyad Gusna Ikhsan Hazna At Thooriqoh Henning Titi Ciptaningtyas Henry Pratama Hudan Studiawan I Komang Ari Mogi I. D. A. A Warmadewanthi Ilham Gurat Adillion Izra Noor Zahara Aliya Joses, Steven Junaidi Junaidi Leonardo, Jonathan M. Naufal Azzmi Mardianto, Ricky Moch. Nafkhan Alzamzami Muhammad Faisal Fanani Nadia Sephia Audina Nanik Suciati Noriandini Dewi Salyasari Nuniek Fahriani Nuniek Fahriani, Nuniek Pradana, Mares Pramudya, Rafli Raihan Prasetyo Wibowo Pratama, Rivanda Putra Prima Wiratama Prinandika, Arya Gading Putri Damayanti Putu Ayu Sinthia A. Quinevera, Stefanie Radityo Anggoro, Radityo Rakhmadany Primananda Royyana M. Ijtihadie Royyana Muslim Ijtihadie Santoso, Bagus Jati Santoso, Bagus Jati Supeno Djanali Teja, Andika Rahman Tohari Ahmad Victor Hariadi Vinorian, Muhammad Ersya Wahyu Suadi Waskhito Wibisono Waskitho Wibisono Yoga Ari Tofan Yudhi Purwananto Yuhana, Umi Laili Yulvida, Donata Zaini, Alfa Fakhrur Rizal