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researcher

Timo Hämäläinen

3 papers hereh-index 171k citations55 works total

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

author position
  • middle author1
  • last author2

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.DC1
  • cs.LG1
  • cs.NI1
same name
  • Timo Hämäläinen — 1 paper, h 4
  • Timo Hämäläinen — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

collaborators

3 papers

cs.DC2025

Split Federated Learning Empowered Vehicular Edge Intelligence: Concept, Adaptive Design and Future Directions

Xianke Qiang, Zheng Chang, Chaoxiong Ye +2

To achieve ubiquitous intelligence in future vehicular networks, artificial intelligence (AI) is essential for extracting valuable insights from vehicular data to enhance AI-driven…

cs.LG2024

Adaptive and Parallel Split Federated Learning in Vehicular Edge Computing

Xianke Qiang, Zheng Chang, Yun Hu +2

Vehicular edge intelligence (VEI) is a promising paradigm for enabling future intelligent transportation systems by accommodating artificial intelligence (AI) at the vehicular edge…

cs.NI2024

Enhanced Physical Layer Security for Full-duplex Symbiotic Radio with AN Generation and Forward Noise Suppression

Chi Jin, Zheng Chang, Fengye Hu +2

Due to the constraints on power supply and limited encryption capability, data security based on physical layer security (PLS) techniques in backscatter communications has attracte…

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