US 11,810,027 B2
Systems and methods for enabling machine resource transactions
Charles Howard Cella, Pembroke, MA (US)
Assigned to Strong Force TX Portfolio 2018, LLC, Fort Lauderdale, FL (US)
Filed by Strong Force TX Portfolio 2018, LLC, Fort Lauderdale, FL (US)
Filed on Jun. 28, 2019, as Appl. No. 16/457,918.
Application 16/457,918 is a continuation of application No. PCT/US2019/030934, filed on May 6, 2019.
Claims priority of provisional application 62/787,206, filed on Dec. 31, 2018.
Claims priority of provisional application 62/751,713, filed on Oct. 29, 2018.
Claims priority of provisional application 62/667,550, filed on May 6, 2018.
Prior Publication US 2019/0340627 A1, Nov. 7, 2019
Int. Cl. G06Q 30/02 (2023.01); G06N 20/00 (2019.01); G06F 9/50 (2006.01); G06Q 10/04 (2023.01); G06Q 30/0201 (2023.01); G06F 16/23 (2019.01); G06Q 30/0202 (2023.01); G06F 9/46 (2006.01); G06N 3/08 (2023.01); G06Q 10/0631 (2023.01); G06Q 10/067 (2023.01); G06Q 40/04 (2012.01); G06Q 50/06 (2012.01); G06Q 50/18 (2012.01); G06N 5/04 (2023.01); G06Q 20/22 (2012.01); G06Q 20/38 (2012.01); G06Q 30/0241 (2023.01); G06Q 30/0273 (2023.01); H02J 3/00 (2006.01); H02J 3/28 (2006.01); G06F 21/10 (2013.01); G06Q 20/40 (2012.01); G06F 9/48 (2006.01); G06Q 20/36 (2012.01); H04L 47/78 (2022.01); G06N 3/02 (2006.01); G06Q 20/06 (2012.01); G06F 16/951 (2019.01); G06F 9/38 (2018.01); H04L 47/783 (2022.01); G06Q 30/0204 (2023.01); G06Q 40/10 (2023.01); G06F 16/24 (2019.01); G06Q 50/04 (2012.01); H04L 9/00 (2022.01); H04L 47/70 (2022.01); G06F 16/27 (2019.01); G06F 16/182 (2019.01); G06F 16/18 (2019.01); H02J 3/38 (2006.01); G06F 30/27 (2020.01); G06F 18/214 (2023.01); G05B 19/00 (2006.01); G05B 19/418 (2006.01); G06F 9/54 (2006.01); G06N 3/04 (2023.01); G06Q 30/06 (2023.01); H02J 3/14 (2006.01); H04L 12/14 (2006.01); G06Q 50/00 (2012.01); H04L 9/06 (2006.01); G06Q 30/0251 (2023.01); G06F 16/2457 (2019.01); G06N 3/047 (2023.01); G06N 3/044 (2023.01); H04L 67/12 (2022.01)
CPC G06Q 10/04 (2013.01) [G05B 19/00 (2013.01); G05B 19/4188 (2013.01); G05B 19/41865 (2013.01); G06F 9/3836 (2013.01); G06F 9/3891 (2013.01); G06F 9/466 (2013.01); G06F 9/4806 (2013.01); G06F 9/4881 (2013.01); G06F 9/50 (2013.01); G06F 9/5005 (2013.01); G06F 9/5016 (2013.01); G06F 9/5027 (2013.01); G06F 9/5072 (2013.01); G06F 9/541 (2013.01); G06F 16/182 (2019.01); G06F 16/1865 (2019.01); G06F 16/23 (2019.01); G06F 16/2365 (2019.01); G06F 16/2379 (2019.01); G06F 16/24 (2019.01); G06F 16/27 (2019.01); G06F 16/951 (2019.01); G06F 18/2148 (2023.01); G06F 18/2155 (2023.01); G06F 21/105 (2013.01); G06F 30/27 (2020.01); G06N 3/02 (2013.01); G06N 3/04 (2013.01); G06N 3/08 (2013.01); G06N 5/04 (2013.01); G06N 20/00 (2019.01); G06Q 10/067 (2013.01); G06Q 10/0631 (2013.01); G06Q 10/06314 (2013.01); G06Q 10/06315 (2013.01); G06Q 20/06 (2013.01); G06Q 20/065 (2013.01); G06Q 20/0655 (2013.01); G06Q 20/29 (2013.01); G06Q 20/367 (2013.01); G06Q 20/389 (2013.01); G06Q 20/38215 (2013.01); G06Q 20/405 (2013.01); G06Q 20/4016 (2013.01); G06Q 30/0201 (2013.01); G06Q 30/0202 (2013.01); G06Q 30/0205 (2013.01); G06Q 30/0206 (2013.01); G06Q 30/0247 (2013.01); G06Q 30/0273 (2013.01); G06Q 30/06 (2013.01); G06Q 40/04 (2013.01); G06Q 40/10 (2013.01); G06Q 50/04 (2013.01); G06Q 50/06 (2013.01); G06Q 50/184 (2013.01); H02J 3/008 (2013.01); H02J 3/14 (2013.01); H02J 3/28 (2013.01); H02J 3/388 (2020.01); H04L 9/50 (2022.05); H04L 12/14 (2013.01); H04L 47/783 (2013.01); H04L 47/788 (2013.01); H04L 47/823 (2013.01); G05B 2219/36542 (2013.01); G06F 9/3838 (2013.01); G06F 16/2457 (2019.01); G06N 3/044 (2023.01); G06N 3/047 (2023.01); G06N 3/0418 (2013.01); G06Q 20/4015 (2020.05); G06Q 30/0254 (2013.01); G06Q 30/0276 (2013.01); G06Q 50/01 (2013.01); G06Q 2220/00 (2013.01); G06Q 2220/12 (2013.01); G06Q 2220/18 (2013.01); H02J 3/003 (2020.01); H04L 9/0643 (2013.01); H04L 67/12 (2013.01)] 17 Claims
OG exemplary drawing
 
1. A transaction-enabling system, comprising:
a machine having a networking task requirement; and
a controller, comprising:
a resource requirement circuit that determines an amount of a spectrum allocation resource for the machine to service the networking task requirement;
a resource market circuit that accesses a resource market based on the determined amount of the spectrum allocation resource; and
a resource distribution circuit comprising at least one of: a machine learning component, an artificial intelligence component, or a neural network component, and that:
executes a transaction for the spectrum allocation resource on the resource market in response to the determined amount of the spectrum allocation resource the machine servicing the networking task requirement using the spectrum allocation resource in response to the transaction being executed;
adaptively improves one or both of an output value of the machine or a cost of operation of the machine using executed transactions on the resource market; and
is iteratively trained to iteratively self-adjust the output value of the machine based on feedback data indicating previous outcomes of the cost of operation of the machine, facility outcomes corresponding to a cost of operation of the machine using transactions for spectrum allocation resources previously executed on the resource market, and at least one of: outcomes based on yield, profitability, optimization of resources, optimization of business objectives, satisfaction of goals, or satisfaction of users or operators.