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Quality of Service in Wireless Cellular Networks Subject to Log-Normal Shadowing
- Source :
- IEEE Transactions on Communications, IEEE Transactions on Communications, Institute of Electrical and Electronics Engineers, 2012, 61 (2), pp.781-791. ⟨10.1109/TCOMM.2012.120512.110673⟩, IEEE Transactions on Communications, 2012, 61 (2), pp.781-791. ⟨10.1109/TCOMM.2012.120512.110673⟩
- Publication Year :
- 2012
- Publisher :
- HAL CCSD, 2012.
-
Abstract
- International audience; Shadowing is believed to degrade the quality of service (QoS) in wireless cellular networks. Assuming log-normal shadowing, and studying mobile's path-loss with respect to the serving base station (BS) and the corresponding interference factor (the ratio of the sum of the path-gains form interfering BS's to the path-gain from the serving BS), which are two key ingredients of the analysis and design of the cellular networks, we discovered a more subtle reality. We observe, as commonly expected, that a strong variance of the shadowing increases the mean path-loss with respect to the serving BS, which in consequence, may compromise QoS. However, in some cases, an increase of the variance of the shadowing can significantly reduce the mean interference factor and, in consequence, improve some QoS metrics in interference limited systems, provided the handover policy selects the BS with the smallest path loss as the serving one. We exemplify this phenomenon, similar to stochastic resonance and related to the ''single big jump principle'' of the heavy-tailed log-nornal distribution, studying the blocking probability in regular, hexagonal networks in a semi-analytic manner, using a spatial version of the Erlang's loss formula combined with Kaufman-Roberts algorithm. More detailed probabilistic analysis explains that increasing variance of the log-normal shadowing amplifies the ratio between the strongest signal and all other signals thus reducing the interference. The above observations might shed new light, in particular on the design of indoor communication scenarios.
- Subjects :
- FOS: Computer and information sciences
Engineering
geometry
02 engineering and technology
Interference (wave propagation)
Blocking (statistics)
interference factor
path-loss
Computer Science - Networking and Internet Architecture
Base station
[INFO.INFO-NI]Computer Science [cs]/Networking and Internet Architecture [cs.NI]
honeycomb
0203 mechanical engineering
FOS: Mathematics
0202 electrical engineering, electronic engineering, information engineering
Path loss
stochastic resonance
Electrical and Electronic Engineering
indoor
Networking and Internet Architecture (cs.NI)
business.industry
Probability (math.PR)
020302 automobile design & engineering
020206 networking & telecommunications
Poisson
Erlang (unit)
[MATH.MATH-PR]Mathematics [math]/Probability [math.PR]
Handover
blocking probability
Cellular network
Wireless cellular networks
shadowing
Log-distance path loss model
business
Mathematics - Probability
Computer network
Subjects
Details
- Language :
- English
- ISSN :
- 00906778
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Communications, IEEE Transactions on Communications, Institute of Electrical and Electronics Engineers, 2012, 61 (2), pp.781-791. ⟨10.1109/TCOMM.2012.120512.110673⟩, IEEE Transactions on Communications, 2012, 61 (2), pp.781-791. ⟨10.1109/TCOMM.2012.120512.110673⟩
- Accession number :
- edsair.doi.dedup.....fae69e9724ed9c0c40a1b5ceb3eb81e2