DocumentCode :
1925973
Title :
Comparative analysis of mobile radio path loss models for suburban environment in Southern India
Author :
Bhuvaneshwari, A. ; Sathyasavithri, T.
Author_Institution :
Deccan Coll. of Eng. & Technol., Hyderabad, India
fYear :
2013
fDate :
7-9 Jan. 2013
Firstpage :
1
Lastpage :
5
Abstract :
Path loss models are widely used in the planning and implementation of a mobile radio system, and to evaluate the quality of service. Path loss indicates the attenuation of the radio signal as it propagates through various terrain conditions. Empirical path loss models for mobile systems are largely used in research due to their high speed, and improved accuracy. This paper estimates the path loss of mobile signals, recorded during a set of experiments performed in the areas around Osmania University at Hyderabad city in southern India. The data is collected in the frequency range of 940-950 MHz, within the coverage area of the base stations, by using suitable outdoor equipment. The field strengths obtained, are used to calculate the path loss. Least square regression analysis is performed on the measured values, and the results are compared with path loss computed from standard empirical models such as Cost-231 Hata model and Stanford University Interim (SUI) channel model. The performance of the path loss models are evaluated in terms of mean prediction error, and average relative error. Compared to Least Square analysis, the average relative error is 5.56% for SUI model, and 39.72% for Cost 231-Hata model. The lesser values of mean prediction error and relative error of the SUI model, suggests that it is more suitable for the specified environment.
Keywords :
least squares approximations; mobile radio; quality of service; regression analysis; Cost-231 Hata model; Osmania University; QoS; SUI channel model; Stanford University Interim channel model; average relative error; base stations; comparative analysis; empirical path loss models; field strengths; frequency 940 MHz to 950 MHz; least square regression analysis; mean prediction error; mobile radio system; outdoor equipment; quality of service; radio signal; southern India; standard empirical models; suburban environment; terrain conditions; Computational modeling; Electronic publishing; Equations; Handheld computers; Information services; Internet; Mathematical model; Empirical models; Least Square regression; Path loss; average relative error; prediction error;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Emerging Trends in VLSI, Embedded System, Nano Electronics and Telecommunication System (ICEVENT), 2013 International Conference on
Conference_Location :
Tiruvannamalai
Print_ISBN :
978-1-4673-5300-7
Type :
conf
DOI :
10.1109/ICEVENT.2013.6496544
Filename :
6496544
Link To Document :
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