TY - JOUR
T1 - Advancements in the statistical study, modeling, and simulation of microwave-links in cellular backhaul networks
AU - Gazit, Lior
AU - Messer, Hagit
N1 - Publisher Copyright:
© 2018 by the authors. Licensee MDPI, Basel, Switzerland.
PY - 2018/7
Y1 - 2018/7
N2 - While the effect of rainfall and other environmental phenomena on a link budget in microwave wireless communication has been well studied for network design, it has usually been done for each microwave-link separately. Recently, attenuation in multiple microwave-links is being used simultaneously for rainfall mapping over specific areas, and consequently, rain-induced attenuation fields can be constructed. Dedicated algorithms have been designed to relate attenuation in multiple microwave-links to its corresponding rain-field. Their performance depends significantly on the structure of the network. As the topology of a cellular microwave network (CMNs) is region-dependent, general theory for its effect on performance can only be developed statistically. In this paper we study the statistical nature of CMNs and lay the groundwork for such models based on empirical results.
AB - While the effect of rainfall and other environmental phenomena on a link budget in microwave wireless communication has been well studied for network design, it has usually been done for each microwave-link separately. Recently, attenuation in multiple microwave-links is being used simultaneously for rainfall mapping over specific areas, and consequently, rain-induced attenuation fields can be constructed. Dedicated algorithms have been designed to relate attenuation in multiple microwave-links to its corresponding rain-field. Their performance depends significantly on the structure of the network. As the topology of a cellular microwave network (CMNs) is region-dependent, general theory for its effect on performance can only be developed statistically. In this paper we study the statistical nature of CMNs and lay the groundwork for such models based on empirical results.
KW - Cellular microwave-links
KW - Network statistics
KW - Non-linear regression
KW - Rain-field estimation
KW - Rainfall mapping
UR - http://www.scopus.com/inward/record.url?scp=85073364050&partnerID=8YFLogxK
U2 - 10.3390/environments5070075
DO - 10.3390/environments5070075
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AN - SCOPUS:85073364050
SN - 2076-3298
VL - 5
SP - 1
EP - 11
JO - Environments - MDPI
JF - Environments - MDPI
IS - 7
M1 - 75
ER -