Transmission power control in WSNs : from deterministic to cognitive methods

M. Chincoli, A. Liotta

Onderzoeksoutput: Hoofdstuk in Boek/Rapport/CongresprocedureHoofdstukAcademicpeer review

9 Citaten (Scopus)
1 Downloads (Pure)

Samenvatting

Communications in Wireless Sensor Networks (WSNs) are affected by dynamic environments, variable signal fluctuations and interference. Thus, prompt actions are necessary to achieve dependable communications and meet Quality of Service (QoS) requirements. To this end, the deterministic algorithms used in literature and standards, both centralized and distributed ones, are too slow and prone to cascading failures, instability and sub-optimality. Meanwhile, in recent years, cognitive protocols are gradually being introduced. This chapter provides an overview of the Transmission Power Control (TPC) protocols present in literature, categorized as deterministic (proactive and reactive) and cognitive (Swarm Intelligence, Fuzzy Logic and Reinforcement Learning). Only few solutions have considered TPC based on cognitive approaches, including both energy efficiency and QoS management. Our review identifies key shortcomings in deterministic TPC, pinpointing the benefit of the emerging methods based on computational intelligence.

Originele taal-2Engels
TitelIntegration, Interconnection, and Interoperability of IoT Systems
RedacteurenR. Gravina, C.E. Palau, M. Manso, A. Liotta, G. Fortino
Plaats van productieCham
UitgeverijSpringer
Pagina's39-57
Aantal pagina's19
ISBN van elektronische versie978-3-319-61300-0
ISBN van geprinte versie978-3-319-61299-7
DOI's
StatusGepubliceerd - 2018

Publicatie series

NaamInternet of Things
UitgeverijSpringer
ISSN van geprinte versie2199-1073
ISSN van elektronische versie2199-1081

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