The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.
The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.
Patent No.:
Date of Patent:
Aug. 10, 2021
Filed:
Aug. 02, 2019
Verizon Patent and Licensing Inc., Arlington, VA (US);
Joshua H. Wainer, Martinsville, NJ (US);
Paul Kerl, East Arlington, MA (US);
Michael Antony Raj, Basking Ridge, NJ (US);
Verizon Patent and Licensing Inc., Basking Ridge, NJ (US);
Abstract
A system identifies first areas of a multiple areas of a wireless network for wireless site installation and determines geographic locations within each of the identified first areas for prospective wireless site installations. The system performs machine learning to associate measured network performance parameters within the wireless network with empirical data related to population, population densities, housing growth rates, housing densities, and building growth rates. The system determines, based on the machine learning, geographic locations within each of the identified first areas for installations of prospective wireless sites, and forecasts improvements in network performance parameters associated with building each of the prospective wireless site installations. The system optimizes a number, type, and placement of the prospective wireless site installations within each of the identified first areas of the wireless network to maximize improvements in network performance parameters while satisfying resource constraints.