Theory and Testing of Bayesian Handover

Inspired in new paradigms about the advanced engineering and usage of resources in 5G and schemes expected to be applied in prospective wireless systems, the idea that an event of handover (hard or soft) is dictated by Bayesian probabilities, is explored. In essence the entire action of handover is described by the mathematical pieces of Bayes's theorem. It clearly implies to define the prior and posterior probability. Thus, a Bayesian formulation has been developed. The so-called negation probability in a Bayesian scenario has allowed to simulate handover probabilities. It was found that although users are carrying out the completion of call after a successful handover, nonlinearities would emerge as a response to massive connectivity as well as inter-cell interference, among other factors.

Authors

Institutions

Publication Details

Published
2024-09-18
DOI
https://doi.org/10.1109/argencon62399.2024.10735880
Primary Topic
Hospital Admissions and Outcomes
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Theory and Testing of Bayesian Handover

Huber Nieto–Chaupis
Hospital Admissions and Outcomes
article

Theory and Testing of Bayesian Handover

Huber Nieto–Chaupis
article en

Abstract

Inspired in new paradigms about the advanced engineering and usage of resources in 5G and schemes expected to be applied in prospective wireless systems, the idea that an event of handover (hard or soft) is dictated by Bayesian probabilities, is explored. In essence the entire action of handover is described by the mathematical pieces of Bayes's theorem. It clearly implies to define the prior and posterior probability. Thus, a Bayesian formulation has been developed. The so-called negation probability in a Bayesian scenario has allowed to simulate handover probabilities. It was found that although users are carrying out the completion of call after a successful handover, nonlinearities would emerge as a response to massive connectivity as well as inter-cell interference, among other factors.

Universidad Autónoma del Perú, National University of Engineering (PE)
Openalex Percentile: Top 65%
Hospital Admissions and Outcomes
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.