Analytical Modeling of Heterogeneous Cellular Networks: by Sayandev Mukherjee

By Sayandev Mukherjee

This self-contained advent exhibits how stochastic geometry thoughts can be utilized for learning the behaviour of heterogeneous mobile networks (HCNs). The unified remedy of analytic effects and methods, gathered for the 1st time in one quantity, contains the mathematical instruments and methods used to derive them. A unmarried canonical challenge formula encompassing the analytic derivation of sign to Interference plus Noise Ratio (SINR) distribution within the so much widely-used deployment situations is gifted, including functions to structures in response to the 3GPP-LTE general, and with implications of those analyses at the layout of HCNs. an summary of different releases of the LTE commonplace and the gains correct to HCNs is additionally supplied. A beneficial reference for practitioners seeking to increase the rate and potency in their community layout and optimization workflow, and for graduate scholars and researchers looking tractable analytical effects for functionality metrics in instant HCNs.

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11), W is the total interference (plus thermal noise) power at the user. d. Rayleigh fades on all links between the user and any BS. 4). However, the unconditional Laplace transform of W, which is what we want, requires an M-dimensional integration over the joint PDF of the distances to the M BSs. Even if we were to know this joint PDF, this integral would be mathematically and computationally challenging, and certainly would not qualify as an analytic expression. We can extricate ourselves from this situation not by focusing on simplified and unrealistic cases with small numbers of BSs, but instead by modeling, in each tier, the number of BSs as countably infinite, and their locations as points of a stochastic point process.

D. , 2011, Rem. d. , 2011, Cor. 5). 1 because the assumption of independence of either transmit powers or beam orientation across the BSs is unrealistic in a cellular network. 1, the distribution of H is allowed to be arbitrary, provided E[H2/α ] < ∞. 6) we see that the distribution of H influences the PPP of received powers only through E[H2/α ]. 2 Distribution of total received power from all BSs in a tier Let us consider a deployment of BSs whose locations are modeled as points of a homogeneous PPP with density λ.

10 Structure of the SINR calculation problem some criterion) is also the serving BS. Let us denote the index of the serving tier by I. Then I is a random variable taking values in {1, . . , nopen }, and the serving BS is BI . If I = i, the SINR at the user is given by Γi ≡ ⎡ nopen Ui nopen Uj + ⎣ j=1 j i ⎤, ntier i = 1, . . , nopen . 3) Wk + N0 ⎦ Vk + k=nopen +1 k=1 Special case: single tier Consider a deployment with a single tier: ntier = nopen = 1. Then I = 1 with probability 1. Without loss of generality, denote the distance of the serving BS B1 from the user by R∗ , and the corresponding fading attenuation by H∗ (instead of HB1 ).

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