Sequential multi-layer cognitive network optimization
US9147164B2 · kind B2 · utility
Assignee
Inventors
Key dates
| Filing date | Jan 30, 2013 |
| Grant date | Sep 29, 2015 |
| Priority date | — |
| Expiry date | Nov 16, 2033 |
Classification
- Technology area (CPC G)Physics
- CPC primaryG06N5/043
- WIPO fieldComputer technology
- WIPO sectorElectrical engineering
Abstract
System and methods for providing a cognitive network (300). The methods involve generating Initialization Parameters (“IPs”) for a first Multi-Objective Optimization (“MOO”) algorithm based on project requirements; determining a first Pareto Front (“PF”) for a first Protocol Stack Layer (“PSL”) of a protocol stack by solving the first MOO algorithm using IPS (450, 550); initialize or constrain a second MOO algorithm using the first PF (100); determining a second PF for a second PSL succeeding the first PSL using the second MOO algorithm; analyzing the first and second PFs to develop Best Overall Network Solutions (“BONSs”); ranking the BONSs according to a pre-defined criteria; identifying a top ranked solution for BONSs that complies with current regulatory and project policies; computing configuration parameters for protocols of PSLs that enable implementation of the top ranked solution within the cognitive network; and dynamically re-configuring network resources of PSLs using the configuration parameters.
Source: USPTO / EPO open patent data. Objective bibliographic and citation counts.