US 11,696,155 B2
Ergodic spectrum management systems and methods
John M. Cioffi, Atherton, CA (US); Chan-Soo Hwang, Sunnyvale, CA (US); Kenneth J. Kerpez, Long Valley, NJ (US); Jisung Oh, Palo Alto, CA (US); Ioannis Kanellakopoulos, Redwood City, CA (US); and Peter Chow, Los Altos, CA (US)
Assigned to ASSIA SPE, LLC, Wilmington, DE (US)
Filed by ASSIA SPE, LLC, Wilmington, DE (US)
Filed on Feb. 27, 2020, as Appl. No. 16/804,000.
Claims priority of provisional application 62/861,979, filed on Jun. 14, 2019.
Claims priority of provisional application 62/861,993, filed on Jun. 14, 2019.
Claims priority of provisional application 62/812,149, filed on Feb. 28, 2019.
Claims priority of provisional application 62/812,086, filed on Feb. 28, 2019.
Prior Publication US 2020/0280863 A1, Sep. 3, 2020
Int. Cl. H04W 24/02 (2009.01); H04W 28/16 (2009.01); H04W 24/10 (2009.01)
CPC H04W 24/02 (2013.01) [H04W 24/10 (2013.01); H04W 28/16 (2013.01)] 20 Claims
OG exemplary drawing
 
1. A system for improving quality of experience (QoE) with a wireless communication system, the system comprising:
a first access node within a plurality of access nodes, the first access node collects data comprising a probability distribution of channel gains that have been obtained for one or more channels in the wireless communication system; and
a processor coupled to the first access node, the processor identifies user or network behavior by performing steps comprising:
receiving the collected data at a management interface, wherein the collected data comprises information to assess QoE including user satisfaction;
performing an ergodic analysis such that consistent use patterns within the collected data are exploited to determine a policy that satisfies one or more constraints; and
providing the policy to at least one access node within the plurality of access nodes to cause the at least one access node to adapt one or more parameters to improve (QoE) with the wireless communication system.