Chapter 3 LTE Network Model Formulation
3.3 Model Formulation
3.3.1 Notations
The Evolved Packet System (EPS) architecture depicted in Figure 3.1 presents the different elements of the LTE network for the flat access network and the core network; it also shows the links between those elements. In fact, Figure 3.1 represents the graphical representation of the notation which is composed of sets, decision variables, traffic variables, and cost parameters.
Figure 3.1: Graphical representation of the notation
3.3.1.1 Sets
Β, the set of eNodeBs that are already installed in different locations.
- µbc, the traffic of type c∈C for an eNB∈B.
C, the set of traffic characteristics such that C={c0,c1,...,c4} and where:
- c : Number of subscribers. 0
- c : Busy Hour Session Attempt (BHSA). 1 - c : Traffic bandwidth (Mbps). 2
Access Network Evolved UTRAN
(E-UTRAN)
Core Network Evolved Packet Core
(EPC)
- c : Number of attached subscribers. 3
- c : Simultaneous Evolved Packet System Bearers (EPSB). 4
M01,M02,M12,M13,M24, and M45 are respectively the sets of links that can be used to connect eNBs with MME, eNBs with S-GW, MME with S-GW, MME with HSS, S-GW with P-GW, and P-GW with PCRF.
- wm: Capacity of the link or the interface of type m. For example, link of type Fast Ethernet or Gigabit Ethernet.
S1,S2,S3,S4, and S are respectively the sets of potential sites to install the MME, S-5 GW, HSS, P-GW, and PCRF.
T1,T2,T3,T4and T are respectively the set of types of network elements (i.e. MME, S-5 GW, HSS,P-GW, and PCRF) where:
- SUBt: Subscribers’ capacity for a node of type t.
- BHSAt: BHSA capacity for a node of type t.
- β : Switching fabric capacity in Mbps for a node of type t. t
- EPSBt : Simultaneous Evolved Packet System Bearers (EPSB) capacity for a node of type t.
- ASUBt: Attached Subscribers’ capacity for a node of type t.
- SIGt: Signaling capacity for a node of type t.
- EPSBW : Throughput per bearer.
- SUBW : Throughput per subscriber.
- TPSPB: Transactions per second per bearer.
- TPS: Transactions per second per subscriber.
- η0t,η1t,η2t,η3t,η4t,η5t,η6t,η7t and η are respectively the maximum number of interfaces 8t that can be installed in a node of type t to connect the eNB to the MME (S-GW), the MME to the eNB, the S-GW to the eNB, the MME to the HSS (S-GW), the HSS to the MME, the S-GW to the MME (P-GW), the P-GW to the S-GW, the P-GW to the PCRF, and the PCRF to the P-GW.
3.3.1.2 Decision Variables
Links
ν01bi, a binary variable such that ν01bi =1if and only if the eNB (b∈Β) is connected to the MME installed at site i∈ . S1
ν , the number of links of type 01bim m∈M01 connecting the eNB (b∈Β) to the MME installed at sitei∈ . S1
ν , a binary variable such that 02bj ν02bj =1 if and only if the eNB (b∈Β) is connected to the S-GW installed at site j∈ . S2
ν , the number of links of type 02bjm m∈M02 connecting the eNB (b∈Β) to the S-GW installed at site j∈ . S2
ν , a binary variable such that 12ij ν12ij =1 if and only if the MME installed at site i∈ S1 is connected to the S-GW installed at site j∈ . S2
ν12ijm, the number of links of type m∈M12 connecting the MME installed at site i∈ S1 is connected to the S-GW installed at site j∈ . S2
ν , a binary variable such that 13ik ν13ik =1 if and only if the MME installed at site i∈ S1 is connected to the HSS installed at site k∈ . S3
ν , the number of links of type 13ikm m∈M13 connecting the MME installed at site S1
i∈ to the HSS installed at sitek∈ . S3
ν24jl, a binary variable such that ν24jl =1 if and only if the S-GW installed at site S2
j∈ is connected to the P-GW installed at site l∈ . S4
ν , the number of links of type 24jlm m∈M24 connecting the S-GW installed at site S2
j∈ to the P-GW installed at site l∈ . S4
ν , a binary variable such that 45lp ν45lp =1 if and only if the P-GW installed at site S4
l∈ is connected to the PCRF installed at sitep∈ . S5
ν , the number of links of type 45lpm m∈M45 connecting the P-GW installed at site S4
l∈ to the PCRF installed at site p∈ . S5
Nodes
χ1it, a binary variable such that χ1it =1 if and only if a MME of type t∈ is installed Τ1 at site i∈S1.
χ , a binary variable such that 2jt χ2jt =1 if and only if a S-GW of type t∈ is Τ2 installed at site j∈ . S2
χ3kt, a binary variable such that χ3kt =1 if and only if a HSS of type t∈ is installed Τ3 at site k∈S3.
χ4lt, a binary variable such that χ4lt =1 if and only if a P-GW of type t∈ is Τ4 installed at site l∈ . S4
χ , a binary variable such that 5pt χ5pt =1if and only if a PCRF of type t∈ is Τ5 installed at site p∈ . S5
3.3.1.3 Traffic Variables
The traffic flow is asymmetric in both directions on a link between two network elements. In other words, the uplink and the downlink don’t have the same amount of traffic. The downlink is considered in this thesis since most of the traffic is sent on the downlink direction.
f01cbi, the traffic of type c∈ on the link from the eNB C b∈ to a MME installed at B site i∈S1.
f02cbj, the traffic of type c∈ on the link from the eNB C b∈ to a S-GW installed at B site j∈S2.
f12cij, the traffic of type c∈ on the link from the MME installed at site C i∈ to a S-S1 GW installed at site j∈ . S2
f13cik, the traffic of type c∈ on the link from the MME installed at site C i∈ to a S1 HSS installed at site k∈ . S3
f24cjl, the traffic of type c∈ on the link from the S-GW installed at site C j∈ to a S2 P-GW installed at site l∈ . S4
f45clp, the traffic of type c∈ on the link from the P-GW installed at site C l∈ to a S4 PCRF installed at site p∈ . S5
3.3.1.4 Cost Parameters
Links
a01bim, the link and interface costs (including installation cost) for connecting an eNB installed at site b∈ to a MME installed at site B i∈ through a link and interface of S1 type m∈M01.
a02bjm, the link and interface costs (including installation cost) for connecting an eNB installed at site b∈ to a S-GW installed at siteB j∈ through a link and interface of S2 type m∈M02.
a12ijm, the link and interface costs (including installation cost) for connecting a MME installed at site i∈ to a S-GW installed at siteS1 j∈ through a link and interface of S2 type m∈M12.
a13ikm, the link and interface costs (including installation cost) for connecting a MME installed at site i∈ to a HSS installed at site S1 k∈ through a link and interface of S3 type m∈M13.
a24jlm, the link and interface costs (including installation cost) for connecting a S-GW installed at site j∈ to a P-GW installed at site S2 l∈ through a link and interface of S4 type m∈M24.
a45lpm, the link and interface costs (including installation cost) for connecting a P-GW installed at site l∈ to a PCRF installed at siteS4 p∈ through a link and interface of S5
The total cost of the network consists of two parts: the cost of the links and interfaces as well as the cost of the nodes. The cost of the links and interfaces, denoted by C is given by the L