| CPC H04W 52/24 (2013.01) [H04B 17/3913 (2015.01); H04W 52/06 (2013.01)] | 18 Claims |

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1. A power control method, for a first communication device, comprising:
applying Bayesian Optimization, Causal Bayesian Optimization, or Dynamic Causal Bayesian Optimization to at least one data to search for a plurality of independent variable optimal values together from at least one independent variable so as to determine a transmission power control (TPC) value, wherein the at least one data is extracted from at least one signal at least from a second communication device, wherein the plurality of independent variable optimal values comprises the TPC value; and
outputting the TPC value, wherein the TPC value is configured to instruct the second communication device how to set transmission power of the second communication device;
wherein a causal structure of a causal graph, which is configured for a power consumption of the second communication device and the at least one independent variable, and a plurality of causal variables of the causal graph are determined together.
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