Title :
Performance of PHY layer links of WSN: Criterions and ways of improvement
Author :
Platonov, Anatoliy ; Zaitsev, Ievgen
Author_Institution :
Inst. of Electron. Syst., Warsaw Univ. of Technol., Warsaw, Poland
Abstract :
The paper concerns the challenges of optimization of physical (PHY) layer of wireless sensor networks (WSN). It is shown that performance of communication links of PHY layer can be considerably improved by transition to analog transmission in the channels “sensor node - base station” (SNBS). Unlike digital one, analog transmission allows optimization of communication links using tools of Bayesian estimation theory. The results of optimization determine minimal mean square error, limit power-bandwidth efficiency of transmission, capacity of the link and analytical form of transmission-reception algorithm permitting SNBS to attain these boundaries. The latter one permits to design high quality low energy/size/cost SNBS links for WSN with star and cluster topology.
Keywords :
Bayes methods; channel capacity; estimation theory; least mean squares methods; optimisation; radio links; telecommunication network topology; wireless channels; wireless sensor networks; Bayesian estimation theory; PHY layer link performance; WSN; analog transmission; channel SNBS; cluster topology; communication link performance optimisation; link capacity; minimal mean square error; power bandwidth efficiency; sensor node base station; star topology; transmission-reception algorithm; wireless sensor network; Encoding; Modulation; Systematics; Bayesian optimization; PHY layer; limit power-bandwidth efficiency; quality of transmission; wireless sensor nets;
Conference_Titel :
Measurements and Networking Proceedings (M&N), 2013 IEEE International Workshop on
Conference_Location :
Naples
Print_ISBN :
978-1-4673-2873-9
DOI :
10.1109/IWMN.2013.6663776