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Journal : TELKOMNIKA (Telecommunication Computing Electronics and Control)

Low Complexity Multi-User MIMO Detection for Uplink SCMA System Using Expectation Propagation Algorithm Alva Kosasih; Onny Setyawati; Rahmadwati Rahmadwati
TELKOMNIKA (Telecommunication Computing Electronics and Control) Vol 16, No 1: February 2018
Publisher : Universitas Ahmad Dahlan

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.12928/telkomnika.v16i1.7365

Abstract

Sparse code multiple access (SCMA), which combines the advantages of low density signature (LDS) and code-division multiple access (CDMA), is regarded as one of the promising modulation technique candidate for the next generation of wireless systems. Conventionally, the message passing algorithm (MPA) is used for data detector at the receiver side. However, the MPA-SCMA cannot be implemented in the next generation wireless systems, because of its unacceptable complexity cost. Specifically, the complexity of MPA-SCMA grows exponentially with the number of antennas. Considering the use of high dimensional systems in the next generation of wireless systems, such as massive multi-user MIMO systems, the conventional MPA-SCMA is prohibitive. In this paper, we propose a low complexity detector algorithm named the expectation propagation algorithm (EPA) for SCMA. Mainly, the EPA-SCMA solves the complexity problem of MPA-SCMA and enables the implementation of SCMA in massive MU-MIMO systems. For instance, the EPA-SCMA also enables the implemantation of SCMA in the next generation wireless systems. We further show that the EPA can achieve the optimal detection performance as the numbers of transmit and receive antennas grow. We also demonstrate that a rotation design in SCMA codebook is unnecessary, which is quite rather different from the general assumption
Co-Authors Abdul Wachid Syamroni Abdulhafidz Muhammad Abdullah Rasyid Achmad Basuki Achmad Basuki Adharul Muttaqin Agripina Noreen Mahardika Ahmad Badrus Sholeh Aji Seto Arifianto Akhdan Fadhli Zaim Alfi Maghfirah Alva Kosasih Andhika Pramana Putra Andiyansyah, Rizki Novan Andreas Horaciyo Simanjuntak Andriana Kusuma Dewi Angger Baskoro Anindita, Ruth Astari Ardytyan, Reiza Hafid Aziza, Miladina Rizka Azzurri, Dean Fachruddin Bahr, Andreas Bangert, Axel Brahmada, Yohanes Valerio Citra Trilaksana David Stefano Didik R. Santoso Didik Rahadi S Didik Rahadi S. Didik Rahadi S. Djul Fikry Budiman, Djul Fikry Dody Susilo Dzulfikar Ontoseno Edinar Valiant Hawali Effan Akbartama Eka Maulana Erfan Achmad Dahlan Erick Ilmiawan Ibrahim Erny Anugrahany Fitri Fitri Fransiska Sisilia Mukti Frediawan Yuniar Hadi Suyono Hadi Suyono Hariawan, Bramantia Rayhan Hario Partiansyah, Fakhriy Helmy Mukti Himawan Helmy Mukti Himawan, Helmy Mukti Herman Tolle Hermawan Arief Putranto Irawan, Novta Danyel Iswanjaya, Septian Ivana Varita Julius St., M. Juma'inah, n/a Jumiadi, Jumiadi Kusuma Jayadi Laila Roudhotul Karimah Lily M. Sikome M. Aziz Muslim M. Julius St M. Julius St M. Julius St. Maulana, Eka Maulana, Eka Milendy Arifputra Pamungkas Mira Orisa Moch. Agus Choiron Mochammad Nur Arifin Moechammad Sarosa Mohammad Wahyusuf Hidayatulloh Muhamad Ilham Muhammad Arsyil Khahaji Muhammad Athalla Muhammad Julius St. Muhammad Zein Muhammad, Abdur R. mukhlison st n/a Nurussa’adah Nadia Alifia Hadiyati Nainaufal Hidayah Nanang Sulistiyanto Nimas Wahyu Choironik Novia Alifianti Novvy Nurdiana Dewi Nurus Sa'adah Nurussa’adah, n/a Pancawati Dessy Aryanti Pasaribu, Dimpos Fransiskus Xaverius Ponco Siwindarto Prasetya, Muchamad Alec Purnomo Budi S. Purnomo Budi Santoso Putranto, Hermawan Arief Raden Arief Setyawan Raden Setyawan Rahmadwati Rahmadwati Rahmadwati, n/a Rahmadwati, Rahmadwati Rahman Arifuddin Rangga Pahlevi Putra Regina Basaria Patrisia Rieke Adriati W. Rif'an, Mochammad Rini Nur Hasanah Riska Nurtantyo Sarbini Risty Jayanti Yuniar Rizky Agung Pratama Ruslan Affandi Ruth Astari Anindita Sandhagen, Carl Septian Iswanjaya Shoffin Nahwa Utama Sholeh Hadi Pramono Susanto, Septian Alan Suyono, Hadi Syaiful Amri Syaiful Rachman Ubaid Ikbar Najib Nur Fauzi Utomo, Arie Cahyo Vika Mubarokah W., Rieke Adriati Wahyu Dirgantara Wijono Wijono Wijono Wijono Wijono Wijono Wijono Y. Reza Angga Sukma Zainul Abidin Zainul Abidin Zainuri, Akhmad