Method for associating a user with a base station based on backhaul capacity in heterogeneous cellular network
The present invention provides a method for associating a user with a base station based on backhaul capacity in heterogeneous cellular network. First, an available base station set is obtained through the SINRs, and the downlink data rate between the new user and each base station in the available base station set is calculated according to the SINR between them; Then, the usable link capacity factor of each base station is calculated based on the used link capacity and the backhaul capacity; Finally, the optimal base station is selected for the new user i under a constraint which is constructed by the bandwidth of the new user and the usable link capacity factor. The backhaul capacity of each base station is taken into account in selecting the optimal base station to associate with for the new user, thus the real time of user association and the overall performance of heterogeneous cellular network can be guaranteed.
1. A method for associating a user with a base station based on backhaul capacity in heterogeneous cellular network, comprising:
(1). initializing the user set of each base station: letting A j ←Φ; where A j is the user set of the base station j, j=1, 2, . . . , J, J is the number of base stations in a heterogeneous cellular network, Φ is an empty set;
(2). calculating the downlink data rate between a new user and each base station upon the arrival of the new user;
2.1). calculating the SINR (Signal-to-Interference and Noise Ratio) between the new user and each base station, and denoting it as SINR ij , where i is the serial number of the new user;
2.2). creating an available base station set for the new user according to the following equation:
UA i ={SINR ij >τ};
where UA i is the available base station set of the new user i, τ is a SINR threshold, and the equation means that if the SINR between the new user i and the base station j is greater than the SINR threshold τ, the new user i can be associated with the base station j, the base station j is added to the available base station set UA i ;
2.3). calculating the downlink data rate between the new user and each base station according to the following equation:
r ij =log(1+SINR ij ), j∈UA i ;
where r ij is the downlink data rate between the new user i and the base station j, the base station j belongs to the available base station set UA i ;
(3). calculating the used link capacity B′ j of the base station j according to the following equation:
B
j
′
=
∑
i
′
∈
A
j
t
i
′
j
r
i
′
j
j
∈
UA
i
;
where i′ is the serial number of a user in the user set A j of the base station j, t i′j is the data transmission time between the user i′ and the base station j, the data transmission time t i′j equals to 1/N j , N j is the number of the users in the user set A j of the base station j, r i′j is the downlink data rate between the user i′ and base station j, the base station j belongs to the available base station set UA i ;
(4). calculating the usable link capacity factor φ j of the base station j according to the following equation:
φ j =1− e (B j ′B j -1) j∈UA i ;
where B j is the backhaul capacity of the base station j, the base station j belongs to the available base station set UA i ;
(5). calculating the bandwidth b ij of the new user i, if the new user i is associated with the base station j, according to the following equation:
b ij =t ij r ij j∈UA i
where t ij is the data transmission time between the new user i and the base station j, the data transmission time t ij equals to 1/(N i +1), N j is the number of the users in the user set A j of the base station j, r ij is the downlink data rate between the new user i and base station j, the base station j belongs to the available base station set UA i ;
(6). selecting the optimal base station to associate with for the new user i,
where the optimal base station to associate with for the new user i should satisfy the following formula:
argmax j∈UA i log( b ij )×φ j ;
and the optimal base station is denoted by the base station j opt ;
(7). associating the new user i with the base station j opt , and adding the new user i to the user set A j opt of the base station j opt , if the used link capacity B′ j opt of the base station j opt plus the bandwidth b ij opt of the new user i is less than the backhaul capacity B j opt of the optimal base station j opt ; or deleting the base station j opt from the available base station set UA i and returning to step (6).
2. The method for associating a user with a base station based on backhaul capacity in heterogeneous cellular network of claim 1 , wherein the SINR threshold equals to 3 dB.