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researcher

Giovanni Maciel Ferreira Silva

2 papers hereh-index 218 citations3 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.LG1
  • cs.NI1

identity via Semantic Scholar / OpenAlex

most citedMulti-Power Level Q-Learning Algorithm for Random Access in NOMA mMTC Systems

5 citations · 5 across the 2 of their papers we have counts for

collaborators

2 papers

cs.NI2023★ 5 cited

Multi-Power Level Q-Learning Algorithm for Random Access in NOMA mMTC Systems

Giovanni Maciel Ferreira Silva, Taufik Abrão

The massive machine-type communications (mMTC) service will be part of new services planned to integrate the fifth generation of wireless communication (B5G). In mMTC, thousands of…

cs.LG2021

Throughput and Latency in the Distributed Q-Learning Random Access mMTC Networks

Giovanni Maciel Ferreira Silva, Taufik Abrao

In mMTC mode, with thousands of devices trying to access network resources sporadically, the problem of random access (RA) and collisions between devices that select the same resou…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.