On-Demand Density-Aware UAV Base Station 3D Placement for Arbitrarily Distributed Users with Guaranteed Data Rates

04/24/2019
by   Chuan-Chi Lai, et al.
0

In this letter, we study the on-demand UAV-BS placement problem for arbitrarily distributed users. This UAV-BS placement problem is modeled as a knapsack-like problem, which is NP-complete. We propose a density-aware placement algorithm to maximize the number of covered users subject to the constraint of the minimum required data rates per user. Simulations are conducted to evaluate the performance of the proposed algorithm in a real environment with different user densities. Our numerical results indicate that for various user densities our proposed solution can service more users with guaranteed data rates compared to the existing method, while reducing the transmit power by 29

READ FULL TEXT

page 1

page 2

page 3

page 4

research
09/25/2019

Data-Driven 3D Placement of UAV Base Stations for Arbitrarily Distributed Crowds

In this paper, we consider an Unmanned Aerial Vehicle (UAV)-assisted cel...
research
10/02/2020

REQIBA: Regression and Deep Q-Learning for Intelligent UAV Cellular User to Base Station Association

Unmanned Aerial Vehicles (UAVs) are emerging as important users of next-...
research
01/29/2021

Power Beacon Placement for Maximizing Guaranteed Coverage in Bistatic Backscatter Networks

The bistatic backscatter architecture enables flexible deployment opport...
research
11/15/2020

Joint Placement Optimization and RNC in UAV-based Wireless Multicast Networks

Random network coding (RNC) is an efficient coding scheme to improve the...
research
09/10/2019

Q-Learning Based Aerial Base Station Placement for Fairness Enhancement in Mobile Networks

In this paper, we use an aerial base station (aerial-BS) to enhance fair...
research
09/04/2019

Learning Sensor Placement from Demonstration for UAV networks

This work demonstrates how to leverage previous network expert demonstra...
research
07/17/2018

Photo-unrealistic Image Enhancement for Subject Placement in Outdoor Photography

Camera display reflections are an issue in bright light situations, as t...

Please sign up or login with your details

Forgot password? Click here to reset