0% Complete
صفحه اصلی
/
سی و یکمین کنفرانس بین المللی مهندسی برق
An Autonomous Multi Agent Q-Learning Approach for Resource Allocation in D2D-Enabled Heterogeneous Networks
نویسندگان :
Pouya Akhoundzadeh
1
Ghasem Mirjalily
2
Mohammad taghi Saadeghi
3
1- دانشگاه یزد
2- دانشگاه یزد
3- دانشگاه یزد
کلمات کلیدی :
Heterogeneous Network،Device to Device (D2D) Communications،Resource Allocation،Q-learning
چکیده :
In today's heterogeneous networks (HetNets), Device to Device (D2D) communications is a vital technology that enables the user equipment to communicate on a point-to-point basis without needing for network infrastructure. This paper considers a three-tier D2D-enabled HetNets with one macro cell, several D2D users, and several femto cells with femto cellular users scattered over each cell. Then, a new method named Autonomous Multi Agent Q-learning (AMAQL) is presented for optimal transmission power level selection and sub-channel allocation. Each user's equipment (UE) is assumed to be provided with an intelligent agent. This agent can make decisions about resource management independently, without any requirements for network infrastructure. The simulation results show that the proposed AMAQL method convergences properly and achieves better system performance than other existing strategies.
لیست مقالات
لیست مقالات بایگانی شده
A Technical-Managerial Framework for Determining Periodic Performance Indices and Operating Ranges of Power Grid Frequency
Hamed Delkhosh - Hossein Seifi - Sajjad Gholamnejad - Morteza Yousefian
Formation Control of Bicycle Model of Mobile Robots with Disturbance Using PID Controller
Amirhossein Rahmankhanloo - Saeed Khankalantary - Ali Akbar Vahedi
3D Modeling of a Superconducting Transition Edge Detector
Samaneh Ansari - Rana Nazifi - Mehdi Yaghoubi Arzefouni - Roya Mohajeri - Seyed Iman Mirzaei - Mehdi Fardmanesh
Mountain Gazelle Optimized PID Controller for a MIMO System with External Disturbance
Siavash Shirali - Hamoun Maleki - Hadi Delavari
Design and Simulation of Ultra High power X-band Rotary Joint with a Matching Choke
Mohammad Bod - Seyed mohammad Hashemi
Design and Simulation of a Novel High Sensitive MEMS Microphone Based On a Spring-Supported Circular Diaphragm
Mehdi Pazhooh - Ebrahim Abbaspour-Sani
Angular Stable Multiband Miniaturized Flexible Frequency Selective Surface
Mozhgun Moazzamnia - Javad Nourinia - Changiz Ghobadi - Keyhan Hosseini - Mohsen Karamirad - Baman Mohammadi
A Novel Approch to No-reference Image Quality Assessment Utilizing Saliency map
Reza Sabr Ali Pour - Mohieddin Moradi
Defects Dynamics in Multilayer h-BN Resistive Switching Memories: A Molecular Dynamics Investigation
Omid Babaeinejad - Maryam Keshavarz Afshar - Ebrahim Nadimi
برنامه ریزی احتمالاتی بهینه فیلترهای پسیو در حضور خودروهای برقی متصل به شبکه با قابلیت جبرانسازی هارمونیک در شبکههای توزیع
پریسا انجم شعاع - سعید اسماعیلی
بیشتر
ثمین همایش، سامانه مدیریت کنفرانس ها و جشنواره ها - نگارش 43.6.0
