Wireless Communication Base Station Location Selection
presents a following method: location selection and network optimization for the wireless communication network. First, it collects the experimental data set of base station locati.
Optimizing redeployment of communication base station
In this paper, the major work is to solve the "blind spot" of 5G existing network BSs. In other words, it aims to solve the signal coverage problem of weak coverage points on the
Bayesian Optimization Framework for Channel Simulation
Bayesian Optimization Framework for Channel Simulation-Based Base Station Placement and Transmission Power Design
Research on 5G base station coverage optimization and secure
The simulation results show that the proposed adaptive mutation genetic algorithm and AES not only optimize the deployment layout of base stations, reduce the construction
Communication Base Station Site Selection Method Based on an
To address these challenges, this paper constructs a multi-objective base station site selection model that simultaneously minimizes costs, maximizes coverage contributions,
Base Station Location Optimization Framework Based on
On the basis of forecast traffic, we design a BS location optimization module based on deep deterministic policy gradient (DDPG), and output a forward-looking BS location
Bayesian Optimization Framework for Channel Simulation-Based Base
This letter proposes an adaptive experimental design framework for a channel-simulation-based base station (BS) design that supports the joint optimization of transmission
Optimization of 5G base station deployment based on quantum
This article conducts an in-depth exploration of key factors influencing 5 G base station deployment optimization, including base station types, locations, heights, and other
Optimization of 5G base station coverage based on self-adaptive
To address these issues, this article proposes a mathematical model for optimizing 5G base station coverage and introduces an innovative adaptive mutation genetic algorithm
Multi-objective cooperative optimization of communication
This paper develops a method to consider the multi-objective cooperative optimization operation of 5G communication base stations and Active Distribution Network (ADN) and constructs a
Bayesian Optimization Framework for Channel Simulation-Based
This letter proposes an adaptive experimental design framework for a channel-simulation-based base station (BS) design that supports the joint optimization of transmission