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All Journal Seminar Nasional Aplikasi Teknologi Informasi (SNATI) TELKOMNIKA (Telecommunication Computing Electronics and Control) Journal of ICT Research and Applications Seminar Nasional Informatika (SEMNASIF) ELKOMIKA: Jurnal Teknik Energi Elektrik, Teknik Telekomunikasi, & Teknik Elektronika EMITTER International Journal of Engineering Technology JETT (Jurnal Elektro dan Telekomunikasi Terapan) JOIV : International Journal on Informatics Visualization JURNAL TIARSIE TEKTRIKA - Jurnal Penelitian dan Pengembangan Telekomunikasi, Kendali, Komputer, Elektrik, dan Elektronika JMECS (Journal of Measurements, Electronics, Communications, and Systems) Aviation Electronics, Information Technology, Telecommunications, Electricals, Controls (AVITEC) Madani : Indonesian Journal of Civil Society Jurnal Nasional Teknik Elektro dan Teknologi Informasi Industrial Research Workshop and National Seminar eProceedings of Engineering Jurnal INFOTEL
Arfianto Fahmi
Universitas Telkom
Aerospace Engineering Humanities Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Education Electrical & Electronics Engineering Energy Engineering Industrial & Manufacturing Engineering Materials Science & Nanotechnology Mechanical Engineering Other

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Journal : EMITTER International Journal of Engineering Technology

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Perfomance Comparison of Genetic and Greedy Algorithms in Underlay Device-to-Device Communication Salma Pratiwi; Arfianto Fahmi; Vinsensius Sigit Widhi Prabowo
EMITTER International Journal of Engineering Technology Vol 8 No 2 (2020)
Publisher : Politeknik Elektronika Negeri Surabaya (PENS)

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24003/emitter.v8i2.566

Abstract

The number of cellular users (CU) continues to increase in Indonesia. This impacts a large network load for the number of devices connected to the main network so it will have an impact on the quality of service. Device-to-Device (D2D) communication as components for LTE-A technology enabling a direct wireless link between the CUs without routing the data via the evolved Node B (eNB) signal or the core network. The need for algorithm and power control used to allocate radio resources so it can get a good quality of service because of communications technology D2D. In this study, we analyze and compare the performance parameters of D2D communication systems, including system interference, system sum-rate, system spectral efficiency, total energy system, and system energy efficiency based on Genetic and Greedy Algorithms in allocating radio resources and controlling the power of users. The genetic algorithm works with three operators in allocating resource block (RB), including proportional selection, crossover, and mutation. This process is repeated many times to produce several generations so that the best allocation can be got. The genetic algorithm has a flexible number of D2D and cellular communications in several RBs, minimum signal to interference plus noise ratio (SINR) also considered for mobile communication in ensuring the quality of its services. Numerical evaluations demonstrate the superior performance of the Genetic Algorithm in terms of system power, energy efficiency, and interference mitigation. As repetition gets larger, the Genetic algorithm results in better spectral efficiency.
Co-Authors A.A. Ketut Agung Cahyawan W A.B. Muhammad Abi Hakim Amanullah Achmad Ali Muayyadi Afandi, Mas Aly Afief Dias Pambudi Agus Cahya Ananda Yoga Putra Ahmad Sulaeman Ahmad Tri Hanuranto Aji Maulana Akhmad Hambali Ali Muayadi Ali Muayadi Ali Muayyadi Ali, Erfansyah Alit Dian Saepudin anah Putri Andre Yohanes Antoni Andreana Yunio Prasetya Andri Juli Setiawan Anggun Fitrian Isnawati Anhar Muthaqien Aprian Firlanda Imani Aries Priyadi Ramadhan Bhaskara Narottama Bhaskara Narottama Bobby Juan Pradana Boy Fernando Brian Pamukti Budi Syihabuddin Claudia Sofiana Tamba Dadan Nur Ramadan Dadang Gunawan Dadang Gunawan Denny Darlis Desti Madya Saputri Devin Benz Rizki Dharu Arseno Diah Ayu Lestari, Diah Ayu Doan Perdana Dody Herdianto Rachmat Edwar Elmira Puspa Sari Ema Rachmawati Erwin Priyantono Ezi Rohmat Fairuz Azmi Faishal Daffa Fajar Adityawarman Fajar Adityawarman Ferdi Setyo Ariawan Firli Fauzia Karima Furry Rachmawati Gasi Dhias Gina Ilma Amalia Gina Ramadhanti Hafidh Finandriyanto Hamka Ikhlasul Amal NZ Heroe Wijanto Hurianti Vidyaningtyas I Gede Aditya Pratama I Putu.D Irawan Ilham putra pratama Indra Lukmana Sardi Indrarini Dyah Irawati Jefry Armando Yunas Josia Ezra Kris Sujatmoko Krisna Rangga Pradhana Kurnia Cahya Ade Putra Linda Meylani Luh Putu Ayu Sri Aryaningrum Luthfi Aditama Luthfi Nur'Adli Mega Nugraha Meutia Qoonita Noviyani Mochammad Arfin Mohamad Yasin Ramadhan Muhamad Asvial Muhamad Fithryan Muhammad Irfan Maulana Muhammad Raudhi Azmi Muhammad Salman Al Faris Muhammad Yaser Nachwan Mufti Adriansyah Nur Andini Nur Fathimah Nur Indah Nuriadnyana, Rana Nyoman Bogi Aditya Karna Obed Rhesa Ludwiniananda Obed Rhesa Ludwiniananda Patricius Evander Christy Patricius Evander Christy Pradika Erta Ardanta Priatama Yadita Purusadi Hastruman Raden Arjani Rosalina Rana Nuriadnyana Rana Nuriadnyana Ray Putra Tarigan Raynanda Chandra Wibisono Rendy Munadi Reni Dyah Wahyuningrum Revi Dianawati Reyza Pratama Rifki Fauzi Nurzaman Rina Pudji Astuti Rizal Haerul Akbar Rizky Wahyudi Robie Zulfalaily AK Rudi Sianipar Saleh Dwi Mardiyanto Salma Pratiwi Simon Siregar Sitha Vrindhavani Devi Putri Suci Monica Sari Sugondo Hadiyoso Suryananda Padmadinata Syaiful Rahmat Tjahjo Adiprabowo R Uke Kurniawan Usman Vinsensius Sigit Vinsensius Sigit Vinsensius Sigit Widhi Prabowo Wildan Maulani Wulan Dwi Anggraini Yayan Agustian Yoga Prahara Novandanu Yosia Raya Peranginangin Yudha Purwanto Yudhi Suryanto Yuyu Wahyu