DocumentCode
1763173
Title
New Approach to Improvement and Measurement of the Performance of PHY Layer Links of WSN
Author
Platonov, Anatoliy ; Zaitsev, Ievgen
Author_Institution
Inst. of Electron. Syst., Warsaw Univ. of Technol., Warsaw, Poland
Volume
63
Issue
11
fYear
2014
fDate
Nov. 2014
Firstpage
2539
Lastpage
2547
Abstract
This paper presents a new approach to the improvement of the sensor node - base station (SNBS) links of physical layer of wireless sensor networks performance. The key idea is the consideration of SNBS as the remote measurement and estimation systems and application of the corresponding analytical tools. It is shown that the main difficulty in the improvement of digital SNBS performance is impossibility to formulate and solve the optimization task using well developed methods of the optimal estimation theory. In turn, the SNBS transmitting the signals formed by the sensors using analog pulse-amplitude transmitter adjusted over the feedback channel permit the formulation of analytical form of the mean square error (MSE) and solution of optimization task. The obtained optimal transmission-reception algorithm enables designing of a low energy-size-cost analog SNBS, which transmit the signals with minimal MSE and a bit rate equal to the capacity of the link. Moreover, the MSE of transmission determines the information characteristics of the links, as well as enables a development of the unified methods of the SNBS real performance evaluation and measurement.
Keywords
error statistics; estimation theory; least mean squares methods; optimisation; radio links; radio transmitters; wireless channels; wireless sensor networks; MSE; PHY layer link; SNBS real performance evaluation; WSN; analog SNBS; analog pulse amplitude transmitter; bit rate; digital SNBS performance; estimation system; feedback channel; mean square error; optimal estimation theory; optimal transmission-reception algorithm; optimization; remote measurement; sensor node-base station; signal transmission; wireless sensor networks; Bandwidth; Bit rate; Modulation; Optimization; Tin; Transmitters; Wireless sensor networks; Analog data transmission; information characteristics; mean square error (MSE); optimization; performance measurement; physical (PHY) layer; wireless sensor nets; wireless sensor nets.;
fLanguage
English
Journal_Title
Instrumentation and Measurement, IEEE Transactions on
Publisher
ieee
ISSN
0018-9456
Type
jour
DOI
10.1109/TIM.2014.2330491
Filename
6858015
Link To Document